{"id":2176,"date":"2023-01-07T23:14:54","date_gmt":"2023-01-07T23:14:54","guid":{"rendered":"https:\/\/sites.wp.odu.edu\/VisionLab\/?page_id=2176"},"modified":"2024-10-11T19:15:03","modified_gmt":"2024-10-11T19:15:03","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.wp.odu.edu\/VisionLab\/publications\/","title":{"rendered":"Recent Publications"},"content":{"rendered":" <h2 class=\"wp-block-heading\">Book<\/h2>    <ul> <li>K. M. Iftekharuddin and A. A. S. Awwal, Field Guide to Image Processing, SPIE Press, ISBN: 9780819490216, 21 March, 2012. (http:\/\/spie.org\/x648.html?product_id=923354&amp;origin_id=x647). Reprint: 2016.<\/li> <\/ul>    <h2 class=\"wp-block-heading\">Invited Book Chapters<\/h2>    <ul> <li>M. A. Witherow and K. M. Iftekharuddin, \u201cFundamentals of 3D Human Face Imaging and Automated Expression Analysis\u201d, Field Guide to Education of Optics: A Tribute to John Greivenkamp, SPIE. In Press (August 21, 2022).<\/li>    <li>K. M. Iftekharuddin, \u201cRadiogenomic Prediction of MGMT Using Deep Learning with Bayesian Optimized Hyperparameters\u201d, pp. 357-366, (with Walia Farzana, Ahmed G. Temtam, Zeina A, Shboul, M. Monibor Rahman, M. Shibly Sadique, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Editors: Alessandro Crimi and Spyridon Bakas, Revised Selected Papers, Part II, ISBN 978-3-031-09001-1, https:\/\/doi.org\/10.1007\/978-3-031-09002-8_32, 2022.<\/li>    <li>K. M. Iftekharuddin, \u201cBrain Tumor Segmentation Using UNet-Context Encoding Network\u201d, pp. 463- 472, (with Md. Monibor Rahman, Md. Shibly Sadique, Ahmed G. Temtam, Walia Farzana, L. Vidyaratne), Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Editors: Alessandro Crimi and Spyridon Bakas, Revised Selected Papers, Part I, ISBN 978-3-031-09001-1, https:\/\/doi.org\/10.1007\/978-3-031-08999-2_4, 2022.<\/li>    <li>K. M. Iftekharuddin, \u201cBrain Tumor Classification Using 3D Convolutional Neural Network\u201d, pp. 335-342, (with L. Pei, L. Vidyaratne, W-W. Hsu, and M. M. Rahman), Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Editors: Alessandro Crimi and Spyridon Bakas, Revised Selected Papers, Part II, ISSN 0302-9743 ISSN 1611-3349 (electronic), Lecture Notes in Computer Science, ISBN 978-3-030-46642-8 ISBN 978-3-030-46643-5 (eBook), https:\/\/doi.org\/10.1007\/978-3-030-46643-5, 2020.<\/li>    <li>K. M. Iftekharuddin, \u201cGlioblastoma Survival Prediction\u201d, pp. 508-342, (with Z. Shboul, M. Alam, L. Vidyaratne, and L. Pei), Glioblastoma Survival Prediction, Editors: Alessandro Crimi, Spyridon Bakas, Hugo Kuijf, Farahi Keyvan Mauricio Reyes and Theo van Walsam, Revised Selected Papers, Part II, ISSN 0302-9743 ISSN 1611-3349 (electronic), Lecture Notes in Computer Science, ISBN 978-3-030- 11725-2 ISBN 978-3-030- 11726-9 (eBook), https:\/\/doi.org\/10.1007\/978-3-030-11726-9, 2019.<\/li>    <li>K. M. Iftekharuddin, \u201cFractal-based diagnosis and segmentation of brain tumors\u201d, (with S. M. Reza and A. Islam), The Fractal Geometry of the Brain, Editor: Antonio Di Ieva, Springer, 2016.<\/li>    <li>K. M. Iftekharuddin, \u201cEfficacy of Texture Features for Brain Tumor Segmentation\u201d, (with S. Ahmed), World Scientific, In: Horizons in Cancer Research. Volume 46, ISBN 978-1-61209-922-4, Editor: Hiroto S. Watanabe, Nova Science Publishers, Inc., 2011.<\/li>    <li>K. M. Iftekharuddin, CNS Tumor Prediction Using Gene Expression Data Part I , (with A. Islam, E. Olusegun George, and D. J. Russomanno), Encyclopedia of Artificial Intelligence. Editors: Juan R. Rabu\u00f1al, Julian Dorado, Alejandro Pazos, IGI Global, ISBN 978-1-59904-849-9, July 2008.<\/li>    <li>K. M. Iftekharuddin, CNS Tumor Prediction Using Gene Expression Data Part II, (with A. Islam, E. Olusegun George, and D. J. Russomanno), Encyclopedia of Artificial Intelligence. Editors: Juan R. Rabu\u00f1al, Julian Dorado, Alejandro Pazos, IGI Global, ISBN 978-1-59904-849-9, July 2008.<\/li>    <li>K. M. Iftekharuddin, A biologically inspired dynamic model for object recognition, (with Y. Li and F. Siddiqui), Neurodynamics of Cognition and Consciousness, Edited by Perlovsky, Leonid I.; Kozma, Robert, Springer, ISBN: 978-3-540-73266-2, 2007<\/li>    <li>K. M. Iftekharuddin, Multiresolution-fractal analysis of medical images, (with C. Parra), Handbook of Neural Engineering edited by Metin Akay, Part I, Chapter 9, Wiley\/IEEE Press, ISBN: 978-0-470-05669-1, 2007.<\/li>    <li>K. M. Iftekharuddin, Techniques in Fractal Analysis and Their Applications in Brain MRI, Medical Imaging Systems: Technology and Applications, Edited by Cornelius T. Leondes, Vol. 1: Analysis and Computational Methods, World Scientific Publications, ISBN 981-256-993-6, 2005.<\/li>    <li>K. M. Iftekharuddin, Electronic Imaging: Image post processing and electronic distribution, (with F. Ahmed), Encyclopedia of Modern Optics, edited by Robert D. Guenther, Duncan G. Steel and Leopold Bayvel, Vol. 1, pp. 206-218, Elsevier, Oxford, ISBN 0-12-227600-0, 2004.<\/li>    <li>K. M. Iftekharuddin, Optical interconnection technology, (with M. A. Karim), Advances in Imaging and Electron Physics, Vol. 102, pp. 235-273, Academic Press, Tampa, FL, 1998.<\/li> <\/ul>    <h2 class=\"wp-block-heading\">Invited Keynote Talks &amp; Conference Papers<\/h2>    <ul> <li>K. M. Iftekharuddin, \u201cRecent experience with computational modeling for medical image analysis,\u201d Proc. SPIE 10751, Optics and Photonics for Information Processing XII, 107510K, September, 2018.<\/li>    <li>K. M. Iftekharuddin, \u201cContemporary deep learning for pattern recognition\u201d, Invited Lecture, 5th International Conference on Signal Processing and Integrated Networks (SPIN), http:\/\/amity.edu\/spin2018\/default.asp, Delhi, India, Feb. 22 -23, 2018.<\/li>    <li>K. M. Iftekharuddin, \u201cQuantitative MR Image Analysis for Brian Tumor\u201d, Invited Keynote Talk, VipImage \u2013 VI ECCOMAS Thematic Conference On Computational Vision And Medical Image Processing, https:\/\/paginas.fe.up.pt\/~vipimage\/, Porto, Portugal, October 18-20, 2017.<\/li>    <li>K. M. Iftekharuddin, \u201cTexture analysis for brain tumor\u201d, Global Engage\u2019s 3rd Pathology Congress: USA (http:\/\/www.global-engage.com\/wp-content\/uploads\/2017\/03\/Digital-Pathology-USA.pdf), Chicago July 10 -11, 2017.<\/li>    <li>K. M. Iftekharuddin, M. Alam and L. Vidyaratne, \u201cContemporary deep recurrent learning for recognition\u201d, Optical Pattern Recognition, SPIE International Conference on Defense and Commercial Sensing, San Jose, April, 2017.<\/li>    <li>S. Reza and K. M. Iftekharuddin, \u201cMulticlass Abnormal Brain Tissue Segmentation Using Texture Features\u201d<\/li>    <li>Proceedings of NCI-MICCAI BRATS ( http:\/\/martinos.org\/qtim\/miccai2013\/proc_brats_2013.pdf) , Japan, 2013.<\/li>    <li>K. M. Iftekharuddin, \u201cTexture Models for Brain Tumor Segmentation\u201d, Invited Talk, OSA Optics and Imaging Congress, Quantitative Medical Imaging, June 2013.<\/li>    <li>K. M. Iftekharuddin, \u201cAdvances in brain tumor segmentation\u201d, Invited keynote talk, 15th International Conference on Computer and Information Technology (ICCIT\u201912), Chittagong, Bangladesh, December 2012.<\/li>    <li>S. Ahmed and K. M. Iftekharuddin,\u201d \u2018An information theoretic framework for MRI preprocessing, multi-class feature selection and segmentation of PF tumors\u201d, Special Session in Biomedical Signal Processing, IEEE Proc. On Forty sixth Asilomar Conference on Signals, Systems and Computers, pp. xx \u2013 xx, 2012.<\/li>    <li>K. M. Iftekharuddin and Y. Li, \u201cA Biologically Inspired Reinforcement Learning Approach to Transformation Invariant Image Recognition\u201d, Invited workshop on Biologically-inspired Computational Vision, IJCNN, Orlando, FL, 2007.<\/li>    <li>K. M. Iftekharuddin, J. Zheng, A. Islam, R. J. Ogg, and F. Laningham, \u201cBrain Tumor Detection in MRI: Methodology and Statistical Validation\u201d Invited paper, Proc. of IEEE Asilomar\u201906: Special Session in Biomedical Signal and Image Processing, Pacific Grove, CA. Oct. 29 \u2013 Nov. 1, 2006.<\/li>    <li>A. Islam, K. M. Iftekharuddin, and E. O. George, \u201cGene Expression-based CNS Tumor Prototype for Automatic Tumor Detection\u201d Invited paper, Proc. of IEEE Asilomar\u201906: Special Session in Computer Aided Diagnosis, Pacific Grove, CA. Oct. 29 \u2013 Nov. 1, 2006.<\/li>    <li>K. M. Iftekharuddin, \u201cTechniques in Biologically Inspired Computational Vision\u201d, Invited paper, Proc. of SPIE Conference on Optics and Photonics in Global Homeland Security, pp. 109-119, Vol. 5781, Orlando, March 2005.<\/li>    <li>K. M. Iftekharuddin, \u201cBiologically Inspired Computing\u201d, Invited Keynote Paper, 6th International Conference on Computer and Information Technology (ICCIT\u201903), Dhaka, Bangladesh, December 2003.<\/li>    <li>K. M. Iftekharuddin, \u201cAdvances in optical pattern recognition: analysis, algorithms and implementation\u201d, Invited Paper, OSA Annual Meeting, October, Orlando, 2002.<\/li>    <li>K. M. Iftekharuddin \u201cOptical Interconnection Network for Switching\u201d, Invited Paper, ITCon\u201901, SPIE, August, Denver, 2001.<\/li> <\/ul>    <h2 class=\"wp-block-heading\">Journal Papers<\/h2>    <ul> <li>M. S. Sadique, M.M. Rahman, A. G. Temtam, W. Farzana, and K. M. Iftekharuddin, \u201cBrain Tumor Segmentation using Neural Ordinary Differential Equations with UNet-Context Encoding Network\u201d, In press, 2023.<\/li>    <li>M. A. Witherow, M. D. Samad, N. Diawara, H. Y. Bar, and K. M. Iftekharuddin, \u201cDeep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features,\u201d arXiv preprint arXiv:2209.08614, 2022.<\/li>    <li>L. Vidyaratne, M. Alam, A. Glandon, A. Shabalina, C. Tenant and K. M. Iftekharuddin,\u201c \u201cDeep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information\u201d, IEEE Transaction on Neural Networks and Learning Systems, To Appear, 2022.<\/li>    <li>N. Sadeghzadehyazdi, T. Batabyal, A. Glandon, N. Dhar, B. Familoni, K. M. Iftekharuddin and S. T. Acton, \u201cUsing Skeleton Correction to Improve Flash Lidar-based Gait Recognition\u201d, Applied Artificial Intelligence, DOI: 10.1080\/08839514.2022.2043525, 2022<\/li>    <li>L. Vidyaratne, A. Carpenter, T. Powers, C. Tennant, K. M. Iftekharuddin, Md M. Rahman, and A. S Shabalina, \u201cDeep Learning Based Superconducting Radio-Frequency Cavity Fault Classification at Jefferson Laboratory\u201d, Frontiers in Artificial Intelligence, section Big Data and AI in High Energy Physics, https:\/\/doi.org\/10.3389\/frai.2021.718950. 03 January 2022.<\/li>    <li>Z. A. Shboul, N. Diawara, A. Vossough, J. Y Chen and K. M. Iftekharuddin. \u201cJoint Modeling of RNAseq and Radiomics Data for Glioma Molecular Characterization and Prediction\u201d, Frontiers in Medicine, section Translational Medicine, https:\/\/doi.org\/10.3389\/fmed.2021.705071. 19 August 2021.<\/li>    <li>L. Pei, K. A Jones, Z. A. Shboul, J. Y Chen and K. M. Iftekharuddin, \u201cDeep Learning for Glioma Classification and Grading Using Pathology and Molecular Data\u201d, Frontiers in Oncology, section Neuro-Oncology and Neurosurgical Oncology, Frontiers in Oncology, https:\/\/doi.org\/10.3389\/fonc.2021.668694. 01 July 2021.<\/li>    <li>C. Dolph, C. Minwalla, L. J. Glaab, M. J. Logan, B. D. Allen and K. M. Iftekharuddin, \u201cDetection and Tracking of Aircraft from Small Unmanned Aerial Systems\u201d, Journal of Aerospace Information Systems, https:\/\/doi.org\/10.2514\/1.I010911. Published Online:13 Apr 2021.<\/li>    <li>N. Petrick, S. Akbar, K. H. Cha, S. Nofech-Mozes, B. Sahiner, M. A. Gavrielides, J. Kalpathy-Cramer, K. Drukker, A. L. Martel, BreastPathQ Challenge Group, \u201cSPIE-AAPM-NCI BreastPathQ Challenge: An image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment\u201d, Journal of Medical Imaging, 8(3):034501. doi: 10.1117\/1.JMI.8.3.034501. Epub. May 8, 2021.<\/li>    <li>L. Pei, L. Vidyaratne, M. M. Rahman, and K. M. Iftekharuddin, \u201cContext Aware Deep Learning for Brain Tumor Segmentation, Subtype Classification, and Survival Prediction Using Radiology Images\u201d, Nature Scientific Reports, 10, 19726. https:\/\/doi.org\/10.1038\/s41598-020-74419-9, 2020.<\/li>    <li>M. Elbakary, H. Abdelghaffar, K. Afrifa, H. Hesham, M. Cetin, K. M. Iftekharuddin, \u201cAerosol tracking using lidar-based atmospheric profiling and Bayesian estimation\u201d, Optics and Laser Technology, 128, 106248, 2020.<\/li>    <li>C. Tennant, A. Shabalina, A. Carpenter, L. Vidyaratne and K. M. Iftekahurdidn, \u201cSuperconducting Radio-Frequency Cavity Fault Classification Using Machine Learning at Jefferson Laboratory\u201d, Phys. Rev. Accel. Beams, 23, 114601 \u2013 30 November 2020.<\/li>    <li>M. Alqawba, N. Diawara, K. Afrifa, M. Cetin, and K. M. Iftekahruddin, \u201cStatistical analysis and comparison of optical classification of atmospheric aerosol lidar data\u201d. Trans Eng Comput Sci. 2020;2(1):119.<\/li>    <li>M. Alam, M. Samad, L. Vidyanathane, A. Glandon, and K. M. Iftekharuddin, \u201cSurvey on Deep Neural Networks in Speech and Vision Systems\u201d, Neurocomputing, Vol. 417, pp. 302-321, 2020.<\/li>    <li>Z. Shboul, J. Chen, and K. M. Iftekharuddin, \u201cPrediction of Molecular Mutations in Diffuse Low-Grade Gliomas using MR Imaging Features\u201d, Nature Scientific Reports, 10, Article number: 3711, 2020.<\/li>    <li>L. Pei, S. Bakas, A. Vossough, S. M. S. Reza, C. Davatzikos, and K. M. Iftekharuddin, \u201cLongitudinal brain tumor segmentation prediction in MRI using feature and label fusion\u201d, Biomedical Signal Processing &amp; Control, Vol. 55, p. 101648, 2020.<\/li>    <li>N. Kumar, R. Verma, D. Anand, Y. Zhou, O. F. Onder, E. Tsougenis, H. Chen, P-A. Heng, J. Li, Z. Hu, Y. Wang, N. A. Koohbanani, M. Jahanifar, N. Z. Tajeddin, A. Gooya, N. Rajpoot, X. Ren, S. Zhou, Q. Wang, D. Shen, C-K Yang, C-H. Weng, W-H. Yu, C-Y. Yeh, S. Yang, S. Xu, P. H. Yeung, P. Sun, A. Mahbod, G. Schaefer, I. Ellinger, R. Ecker, O. Smedby, C. Wang, B. Chidester, T-V. Ton, M-T. Tran, J. Ma, M. N. Do, S. Graham, Q. D. Vu, J. T. Kwak, A. Gunda, R. Chunduri, C. Hu, X. Zhou, D. Lotfi, R. Safdari, A. Kascenas, A. O\u2019Neil, D. Eschweiler, J. Stegmaier, Y. Cui, B. Yin, K. Chen, X. Tian, P. Gruening, E. Barth, E. Arbel, I. Remer, A. Ben-Dor, E. Sirazitdinova, M. Kohl, S. Braunewell, Y. Li, X. Xie, L. Shen, J. Ma, K. D. Baksi, M. A. Khan, J. Choo, A. Colomer, V. Naranjo, L. Pei, K. M. Iftekharuddin, K. Roy, D. Bhattacharjee, A. Pedraza, M. G. Bueno, S. Devanathan, S. Radhakrishnan, P. Koduganty, Z. Wu, G. Cai, X. Liu, Y.Wang, and A. Sethi, \u201cA Multi-organ Nucleus Segmentation Challenge\u201d, IEEE Transactions on Medical Imaging, Vol. 99, p. 1, 2019.<\/li>    <li>Z. A. Shboul, M. Alam, L. Vidyaratne, L. Pei, M. Elbakary, and K. M. Iftekharuddin, \u201cFeature-guided Deep Radiomics for Glioblastoma Patient Survival Prediction\u201d, Frontiers in Neuroscience, 20 September, https:\/\/doi.org\/10.3389\/fnins.2019.00966, 2019.<\/li>    <li>M. Samad, N. Diawara, C. Taylor, J. Bobzien, J. Harrington, and K. M. Iftekharuddin, \u201cA Pilot Study to Identify Autism Related Traits in Spontaneous Facial Actions Using Computer Vision\u201d, Research in Autism Spectrum Disorders, Vol. 65, pp. 14-24, 2019.<\/li>    <li>S. M. S. Reza, M. D. Samad, Z. A. Shboul, K. A. Jones, and K. M. Iftekharuddin, \u201cGlioma grading using structural magnetic resonance imaging and molecular data\u201d, Journal of Medical Imaging, Apr;6(2):024501. doi: 10.1117\/1 2019.<\/li>    <li>M. Alam, L. Vidyaratne and K. M. Iftekharuddin, \u201cNovel Deep Generative Simultaneous Recurrent Model for Efficient Representation Learning Systems Neural Networks\u201d, Special Issue on \u201cDeep Reinforcement Learning\u201d, Neural Networks, pp. 12-22, 2018. (Acceptance Rate: 18%).<\/li>    <li>M. A. Witherow, C. Sazara, I. M. Winter-Arboleda, M. I. Elbakary, M. Cetin and K. M. Iftekharuddin, \u201cFloodwater detection on roadways from crowdsourced images\u201d, Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization\u201d, DOI: 10.1080\/21681163.2018.1488223, 2018.<\/li>    <li>M. Samad, N. Diawara, J. Bobzien, J. Harrington, M. Witherow, and K. M. Iftekharuddin, \u201d A Feasibility Study of Autism Behavioral Markers in Spontaneous Facial, Visual, and Hand Movement Response Data,\u201d IEEE Transactions on Neural Systems &amp; Rehabilitation Engineering, Vol. 26(2), pp. 353-361, 2018.<\/li>    <li>M. Alam, L. Vidyaratne and K. M. Iftekharuddin, \u201cSparse Simultaneous Recurrent Deep Learning for Robust Facial Expression Recognition,\u201d IEEE Transaction on Neural Networks and Learning Systems, vol. PP, no. 99, pp. 1-12, 2018.<\/li>    <li>P. Y. Kim, P. Davey, G. Hollo, K. M. Iftekharuddin, \u201cSelective Fusion of Structural and Functional Data for Glaucoma Detection and Progression Prediction \u201c, Journal for Modeling in Ophthalmology, Vol. 3, pp. 82-99, 2017.<\/li>    <li>L. Vidiyaratne and K. M. Iftekharuddin, \u201cReal-Time Epileptic Seizure Detection Using EEG\u201d, IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 25, pp: 2146-2156, 2017.<\/li>    <li>O. Maier, B. H. Menze, J. von der Gablentz, L. H\u00e4ni, M. P. Heinrich, M. Liebrand, S. Winzeck, A Basit, P. Bentley, L. Chen, D. Christiaens, F. Dutil, K. Egger, C. Feng , B. Glocker , M. G\u00f6tz, T. Haeck,, H-L. Halme, M, Havaei, K. M. Iftekharuddin, P-M Jodoin, K. Kamnitsas, E. Kellner, A. Korvenoja, H. Larochelle, C. Ledig, J-H Lee, F. Maes., Q. Mahmood, K. H. Maier-Hein, R. McKinley, J Muschelli , C. Pal , L. Pei , J. R. Rangarajan, S. M. S. Reza , D. Robben, D. Rueckert, E. Salli, P. Suetens, C-Wei Wang, M. Wilms , J. S. Kirschke, U. M. Kr\u00e4mer, T. F. M\u00fcnte, P. Schramm, R. Wiest, H. Handels, M. Reyes , \u201cISLES 2015 \u2013 A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI\u201d, To Appear, Vol. 35, pp. 250-269, Medical Image Analysis, 2017.<\/li>    <li>L. Vidiyaratne and K. M. Iftekharuddin, \u201cReal-Time Epileptic Seizure Detection Using EEG\u201d, IEEE Transactions on Neural Systems and Rehabilitation Engineering, To appear, 2017.<\/li>    <li>E. E. Bron, M. Smits, W. M van der Flier; H. Vrenken; F. Barkhof; P. Scheltens; J. M Papma; R. M Steketee; C. M. Orellana; R. Meijboom; M. Pinto; J. R Meireles; C. Garrett; A. J Bastos-Leite; A. Abdulkadir; O. Ronneberger; N. Amoroso; R. Bellotti; D. C\u00e1rdenas-Pe\u00f1a; A. M \u00c1lvarez-Meza; C. V Dolph; K. M. Iftekharuddin; S. F Eskildsen; P. Coup\u00e9; V. S Fonov; K. Franke; C. Gaser; C. Ledig; R. Guerrero; T. Tong; K. R Gray; E. Moradi; J. Tohka; A. Routier; S. Durrleman; A. Sarica; G. Di Fatta; F. Sensi; A. Chincarini; G. M Smith; Z. V Stoyanov; L. S\u00f8rensen; M. Nielsen; S. Tangaro; P. Inglese; C. Wachinger; M. Reuter; J. C van Swieten; W. J Niessen; and S. Klein, \u201cStandardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge\u201d, To appear, Neuroimage, 2016.<\/li>    <li>M. Samad and K. Iftekharuddin, \u201cFrenet frame-based generalized space curve representation for pose invariant Classification and Recognition of 3D Face\u201d. Vol. 46, pp. 522-533, IEEE Trans. on Human-Machine Systems, 2016.<\/li>    <li>E. Oguslu, G. Zhou, Z. Zheng, K. Iftekharuddin, and J. Li, \u201cSparse coding based dense feature representation model for hyperspectral image classification\u201d, Journal of Electronic Imaging, Vol. 24(6), 063009, 2015.<\/li>    <li>M. D. Samad, J. L. Bobzien , J. W. Harrington, and K. M. Iftekharuddin, \u201cNon-intrusive Optical Imaging of Face to Probe Physiological Traits in Autism Spectrum Disorder\u201d, Optics and Laser Technology, Vol. 77, pp. 221-228, 2015.<\/li>    <li>B. H. Menze, A. Jakaby, S. Bauery, J. Kalpathy-Cramery, K. Farahaniy, J. Kirbyy,Y. Burreny, N. Porzy, J.S. Slotboomy, R. Wiesty, L. Lancziy, E. Gerstnery, M.-A. Webery, T. Arbel, B. B. Avants, N. Ayache, P. Buendia, D. L. Collins, N. Cordier, J. J. Corso, A. Criminisi, T. Das, H. Delingette, C. Demiralp, C. R. Durst, M. Dojat, S. Doyle, J. Festa, F. Forbes, E. Geremia, B. Glocker, P. Golland, X. Guo, A.Hamamci, K. M. Iftekharuddin, R. Jena, N. M. John,. E. Konukoglu, D. Lashkari, J. A. Mariz, R. Meier, S. Pereira, D. Precup, S. J. Price, T. R. Raviv, S. M. S. Reza, M. Ryan, D. Sarikaya, L. Schwartz, H-C. Shin, J. Shotton, C. A. Silva, N. Sousa, N. K. Subbanna, G. Szekely, T. J. Taylor, O. M. Thomas, N. J. Tustison, G. Unal, F. Vasseur, M. Wintermark, D. H. Ye, L. Zhao, B. Zhao, D. Zikic, M. Prastaway, M. Reyesyz, K. V. Leemput, \u201cThe Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)\u201d, IEEE Transactions On Medical Imaging, Vol. 34, pp. 1993-2024, 2015.<\/li>    <li>J. Flora, D. Lochtefeld, D. Bruening and K. M. Iftekharuddin, \u201cImproved Gender Classification Using Non- Pathological Gait Kinematics in Full Motion Video\u201d, IEEE Transactions on Human-Machine Systems, Vol. 45, No. 3, pp. 304-314, 2015.<\/li>    <li>S. Sen, N. Dawara, and K. M. Iftekharuddin, \u201cStatistical Pattern Recognition Using Gaussian Copula\u201d, Journal of Statistical Theory and Practice, DOI: 10.1080\/15598608.2015.1008607, Feb. 2015.<\/li>    <li>M. I. Elbakary and K. M. Iftekharuddin, \u201cShadow Detection of Man-Made Buildings in High-Resolution Panchromatic Satellite Images\u201d, IEEE Transaction on Geoscience and Remote Sensing, Vol. 52, No. 9, pp. 5374-5386, 2014.<\/li>    <li>A. Islam, S. Reza, and K. M. Iftekharuddin, \u201cMulti-fractal texture estimation for detection and segmentation of brain tumors,\u201d IEEE Transactions on Biomedical Engineering, Vol. 60(11), pp. 3204-3215, 2013. (Consistently ranked within among the 25 most downloaded articles since November 2013: http:\/\/ieeexplore.ieee.org\/xpl\/topAccessedArticles.jsp?punumber=10).<\/li>    <li>A. Yousef, K. M. Iftekharuddin, M. A. Karim, \u201cShoreline extraction from LiDAR DEM data and aerial images\u201d, Optical Engineering, Optical Engineering, 2013; 53(1):011006. doi: 10.1117\/1.OE.53.1.011006.<\/li>    <li>A. Beghdadi, M.-C. Larabi, A. Bouzerdoum, K.M. Iftekharuddin, \u201cA survey of perceptual image processing methods\u201d, Signal Processing: Image Communication, Vol. 28, Issue 8, pp. 811-831, 2013. (2nd most downloaded paper: http:\/\/www.journals.elsevier.com\/signal-processing-image-communication\/most-downloaded-articles\/)<\/li>    <li>A. Beghdadi, A. Bouzerdoum, K. M. Iftekharuddin, M.-C. Larabi, \u201cBiologically inspired approaches for visual information processing and analysis\u201d, Signal Processing: Image Communication, Vol. 28, Issue 8, pp. 809-810, 2013.<\/li>    <li>M. M. Khan, K. M. Iftekharuddin, E. McCracken, K. Islam; S. Bhurtel, L. Wang and R. Kozma, \u201cAutonomous Wireless Radar Sensor Mote for Target Material Classification\u201d, Digital Signal Processing, Vol. 23(3), pp. 722-735, 2013.<\/li>    <li>P. Y. Kim, K. M. Iftekharuddin, P. G. Davey, M. T\u00f3th, A. Garas, G. Holl\u00f3, and E. A. Essock, \u201cNovel Fractal Feature-Based Multiclass Glaucoma Detection and Progression Prediction\u201d, IEEE Journal of Biomedical and Health Informatics, Vol.17(2), pp.269-276, 2013.<\/li>    <li>R. Kozma, L. Wang, K. M. Iftekharuddin, E. McCracken, M. Khan, K. Islam, S. R Bhurtel, R. M. Demirer, \u201cMulti-Modal Radar-Enabled Sensor System Integrating COTS Technology for Surveillance and Tracking\u201d, Sensors, Vol. 12(2), pp.1336-1351, 2012.<\/li>    <li>K. M. Iftekharuddin, \u201cTransformation Invariant On-Line Target Recognition\u201d, IEEE Transactions on Neural Networks, Vol. 22, pp. 906-918, 2011.<\/li>    <li>S. Ahmed, K. M. Iftekharuddin and A. Vossough, \u201cEfficacy of Texture, Shape, and Intensity Feature Fusion for Posterior-Fossa Tumor Segmentation in MRI\u201d, IEEE Transactions on Information Technology in Biomedicine, Vol. 15, pp. 206-213, 2011.<\/li>    <li>A. Islam, K. M Iftekharuddin and O. E George, Gene expression based prototype for automatic tumor prediction\u201d, BMC Bioinformatics, 12 (Suppl 7):A15doi:10.1186\/1471-2105-12-S7-A15, 2011<\/li>    <li>F. Julia, K. M. Iftekharuddin and A. Islam, \u201cDialog Act Classification Using Acoustic and Discourse Information of MapTask Data\u201d, International Journal of Computational Intelligence and Applications, Vol. 9, No. 4, pp. 289\u2013311, 2010.<\/li>    <li>Y. Ren, K. M. Iftekharuddin, and E. White, \u201cLarge-Scale Pose Invariant Face Recognition Using Cellular Simultaneous Recurrent Network\u201d, Applied Optics, Special Issue in convergence in Optical and Digital Pattern Recognition, Vol. 49, p. B92, 2010.<\/li>    <li>F. H. C. Tivive, A. Bouzerdoum, S. L. Phung and K. M. Iftekharuddin, \u201cAdaptive Hierarchical Architecture for Visual Recognition, Applied Optics, Special Issue in convergence in Optical and Digital Pattern Recognition, Vol. 49, p. B2, 2010.<\/li>    <li>A. Awwal, K. Iftekharuddin, M. A. Karim, M. Neifeld and D. A Stork, \u201cConvergence in Optical and Digital Pattern Recognition\u201d, Applied Optics, Vol. 49, p. DPR1, 2010.<\/li>    <li>J. Shaik and K. M. Iftekharuddin, \u201cAutomatic Detection and Tracking of Targets in Infrared Images\u201d, Optics &amp; Laser Technology, Vol. 4, pp. 832\u2013842, 2009.<\/li>    <li>K. M. Iftekharuddin, J. Zheng, M. A. Islam, and R. J. Ogg, \u201cFractal-based Brain Tumor Detection in Multimodal MRI\u201d, Invited Paper for special issue on Emergent Applications of Fractals and Wavelets in Biology and Bio-medicine in Applied Mathematics and Computation, Vol. 207, pp. 23-42, 2009.<\/li>    <li>K. M. Iftekharuddin and N. Frigui, \u201cA Robust Spatial Domain Binary Signature Watermarking Technique\u201d, International Journal of Tomography and Statistics, Vol. 11(W09), pp. 13- 34, 2008.<\/li>    <li>K. M. Iftekharuddin, Y. Li and F. Siddiqui, \u201cBiologically inspired computational model for automatic target recognition, \u201d SIG Newsletter of International Neural Networks Society (INNS), Vol. 5, No. 1, pp. 7-10, 2007.<\/li>    <li>J. Zook and K. M. Iftekharuddin, \u201cStatistical analysis of fractal-based techniques in brain tumor detection\u201d, Magnetic Resonance Imaging, Vol. 23(5), pp. 671-678, 2005.<\/li>    <li>K. M. Iftekharuddin and M. A Razzaque, \u201cAnalytical derivation of distortion constraints and their verification in a learning vector quantization-based target recognition system\u201d, Vol. 44, p. 067202, Optical Engineering, 2005.<\/li>    <li>J. S. Shaik and K. M. Iftekharuddin, \u201cDetection and tracking of rotated and scaled targets by use of Hilbert-wavelet transform\u201d, Applied Optics, Vol. 42, pp. 4718-4735, 2003.<\/li>    <li>A. A. S. Awwal, K. M. Iftekharuddin, M. A. Karim and R. D. Juday, \u201cOptical pattern recognition algorithms, architectures and applications: introduction to feature issue\u201d, Guest editorial, Applied Optics, Vol. 42, pp. 4647-4687, 2003.<\/li>    <li>K. M. Iftekharuddin, W. Jia and R. Marsh, \u201cA fractal analysis of tumor in brain MR images\u201d, Machine Vision and Application, Vol. 13, pp. 352-362, 2003.<\/li>    <li>K. M. Iftekharuddin, \u201cHarmonic wavelet joint transform correlator: analysis, algorithm and application to image de-noising\u201d, Optical Engineering, Vol. 41, pp. 3307-3315, 2002.<\/li>    <li>K. M. Iftekharuddin, C. Rentala and A. Dani, \u201cDetermination of exact rotation angle and classification for rotated images\u201d, Vol. 34, pp. 313-327, Optics and Laser Technology, 2002.<\/li>    <li>A. A. S. Awwal and K. M. Iftekharuddin \u201cOptical Computing Systems, Materials and Devices\u201d, Guest Editorial, Vol. 40, pp. 2369 \u2013 2370, Optical Engineering, November 2001.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and M. A. Salam, \u201cA Signed Digit Adder Using Electronically Addressable Spatial Light Modulator\u201d, Vol. 40, pp. 2442 \u2013 2445, Optical Engineering, November 2001.<\/li>    <li>K. M. Iftekharuddin and A. A. S. Awwal, \u201cOptical Computing Arithmetic and Systems\u201d, Guest Editorial, Optics and Laser Technology, Vol. 38, pp. 389 \u2013 390, September, 2000.<\/li>    <li>K. M. Iftekharuddin and M. A. Razzaque, \u201cModified signed-digit trinary addition using synthetic wavelet filter\u201d, Optics and Laser Technology, Vol. 38, pp. 413 \u2013 420, September, 2000.<\/li>    <li>K. M. Iftekharuddin, \u201cOrthogonal wavelets in nonlinear speckle reduction for improved target recognition\u201d, Optical Engineering, Vol. 39, pp. 1211-1217, 2000.<\/li>    <li>A. A. S. Awwal and K. M. Iftekharuddin, \u201cGuest Editorial: Optical Engineering Special Issue on Computer Arithmetic for Optical Computing,\u201d Optical Engineering, pp. 400-402, Vol. 38, March 1999.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and A. M. Chowdhury, \u201cCharacterization of Intensity-Coded Multivalued Logic Circuit Implementation\u201d, Vol. 38, pp. 508-513, Optical Engineering (Special section on computer arithmetic for optical computing), March, 1999.<\/li>    <li>A. A. S. Awwal and K. M. Iftekharuddin, \u201cA Graphical Approach for Multiple Valued Logic Minimization\u201d, Vol. 38, pp. 462-467, Optical Engineering (Special section on computer arithmetic for optical computing), March 1999.<\/li>    <li>S. Diab, M. A. Karim and K. M. Iftekharuddin, \u201cScale and translation-invariant detection of targets varying in fine details\u201d, Optical Engineering, (Special issue on Recognition Techniques), Vol. 37, pp. 876 \u2013 883, 1998.<\/li>    <li>K. Das, K. M. Iftekharuddin, and M. A. Karim, \u201cHeterodyne detection using hexagonal pixel geometry\u201d, Applied Optics, Vol. 36, pp. 7023 -7027, 1997.<\/li>    <li>K. M. Iftekharuddin, M. A. Karim and A. A. S. Awwal, \u201cOptimization of Amplitude-Modulated Inverse filter\u201d,J. of Mathl. Comput. Modeling, Vol. 24, pp. 103-112, 1996.<\/li>    <li>K. M. Iftekharuddin, T. Tuthill, M. A. Karim and K. Jemili, \u201cWavelet pre-processed amplitude modulated phase-only filter for recognition applications\u201d, Optical Engineering, Vol. 35, pp. 2088-2093, 1996.<\/li>    <li>K. M. Iftekharuddin, F. Ahmed and M. A. Karim, \u201cAmplitude-coupled MACE for automatic target recognition applications\u201d, Optical Engineering, Vol. 35, pp. 1009-1014, 1996.<\/li>    <li>K. M. Iftekharuddin, M. A. Karim, P. W. Eloe and A. A. S. Awwal, \u201cDiscritized amplitude-modulated phase-only filter\u201d, Optics and Laser Technol., (Special issue on optical image processing), Vol. 28, pp. 93-100, 1996.<\/li>    <li>K. M. Iftekharuddin, T. Schechinger, K. Jemili and M. A. Karim, \u201cA feature-based wavelet neural net for optical character recognition\u201d, Optical Engineering, (Special section on Remote Sensing and Image processing), Vol. 35, pp. 3143 \u2013 3150, 1995.<\/li>    <li>M. S. Alam, M. A. Karim, S. H. Zheng and K. M. Iftekharuddin, \u201cStudy of field-of-view overlap for night vision application \u201c, Microwave and Optics Technol. Lett., Vol. 8, pp. 190-193, 1995.<\/li>    <li>K. M. Iftekharuddin, K. Jemili and M. A. Karim, \u201cComparison between optical interconnection processors: Folded perfect shuffle and 3-D butterfly\u201d, Optics and Laser Technol. (Special issue on Optical Computing), Vol. 26, pp. 265 \u2013 270, 1994.<\/li>    <li>K. M. Iftekharuddin and M. A. Karim, \u201cButterfly interconnection network: design of multipliers, flip-flop and shift register\u201d, Applied Optics (Special issue on Optical Computing), Vol. 33, pp. 1457-1462, 1994.<\/li>    <li>K. M. Iftekharuddin and M. A. Karim, \u201cDetection of noise-free and noisy signal: effect of different staring focal-plane-array pixel geometry\u201d, Optical Engineering (Special section on tracking, pointing and acquisition), Vol. 32, pp. 2649-2656, 1993.<\/li>    <li>K. M. Iftekharuddin and M., A. Karim, \u201cHeterodyne detection using a diffraction-free beam: background noise effect\u201d, Applied Optics, Vol. 32, pp. 3144-3148, 1993.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and M. A. Karim, \u201cGaussian-to-bessel beam transformation using a split refracting system\u201d, Applied Optics, Vol. 32, pp. 2252-2256, 1993.<\/li>    <li>M. S. Alam, K. M. Iftekharuddin and M. A. Karim, \u201cPolarization-encoded optical shadow casting: edge detection using Roberts operator\u201d, Microwave and Optics Technol. Lett., Vol. 6, pp. 190-193, 1993.<\/li>    <li>K. M. Iftekharuddin and M. A. Karim, \u201cHeterodyne detection using a diffraction-free beam: tilt and offset effects\u201d, Applied Optics, Vol. 31, pp. 4853-4856, 1992.<\/li>    <li>M. Samad, N. Diawara, J. Bobzien, J. Harrington, and K. Iftekharuddin, \u201cBehavioral markers in facial and visual responses for Autism Spectrum Disorders.\u201d IEEE Trans. on Cognitive and Developmental Systems, (Under Review).<\/li>    <li>M. Samad, J. Bobzien, J. Harrington, and K. Iftekharuddin, Quantification of Oddity in Spontaneous Facial Actions of Individuals with Neurodevelopmental Disorders IEEE transaction on Affective Computing, (Under preparation).<\/li> <\/ul>    <h2 class=\"wp-block-heading\">Published Book Review<\/h2>    <ul> <li>Pattern Recognition and Neural Networks, B. D. Ripley; Cambridge University Press, New York, NY., Optics and Photonics News, pp. 66, Vol. 7, Oct. 1996.<\/li> <\/ul>    <h2 class=\"wp-block-heading\">Technical Reports<\/h2>    <ul> <li>Collaborative Research: High Performance Cellular Simultaneous Recurrent Network based Recognition, Year 2 Report (Award Number: 1310353), NSF, May 2015.<\/li>    <li>Collaborative Research: High Performance Cellular Simultaneous Recurrent Network based Pattern Recognition, Year 1 Report (Award Number: 1310353), NSF, April 2014.<\/li>    <li>Full Motion Video Analysis for Improved Gender Classification Using Non- Pathological Gait Kinematics, ASEE\/AFOSR Summer Faculty Fellowship Program (SFFP), Final Report, September, 2013.<\/li>    <li>Overhead Image Segmentation, Final Report, Lawrence Livermore National Laboratory, September 2013.<\/li>    <li>Digital Receiver Technology, Final Report, US Navy, July 2013.<\/li>    <li>Multiresolution-Fractal Modeling of Brain Tumor, Year 1 report, NIH, Grant#1R15CA115464, June 2011.<\/li>    <li>Improving medical utility of fractal-based techniques in detecting small cancerous and hard-to-detect abnormalities, Final report, Faculty Research Grant, August, 2008.<\/li>    <li>Grid-to-grid neural networks for innovative pose invariant face recognition, Year 1 report, NSF, Grant # ECCS-0715116, February, 2008.<\/li>    <li>A multiresolution wavelet-fractal approach to abnormal tissue identification in brain MR images, Year 3 report to the Whitaker Foundation, Grant# RG-01-0125, November, 2004.<\/li>    <li>A multiresolution wavelet-fractal approach to abnormal tissue identification in brain MR images, Year 2 report to the Whitaker Foundation, Grant# RG-01-0125, November, 2003.<\/li>    <li>Developing Effective Strategies and Performance Metrics for Automatic Target Recognition, Grant# 43004-CI, Interim Report to the ARO, September, 2003.<\/li>    <li>A multiresolution wavelet-fractal approach to abnormal tissue identification in brain MR images, Year 1 report to the Whitaker Foundation, Grant# RG-01-0125, November, 2002.<\/li>    <li>Attention-driven Object Recognition, Final Report, AFOSR Grant# F33615-01-C-1985, Wright Patterson AF Lab, Sensor Directorate, December, 2001.<\/li>    <li>A biologically inspired object recognition model, Final Summer Faculty Report, Wright Patterson AF Lab, Sensor Directorate, August 2000.<\/li>    <li>Data analysis and algorithm development for smart bearings \u2013 phase II, Interim Report, Timken Research, June 2000.<\/li>    <li>A fractal analysis of tumor in brain MR images, Final Report, NIH SEED IDeA grant, March, 2000.<\/li>    <li>A proposal for cross-compiler integration in improvement of the course: Computer Organization (COMP\/EE 374), Final Report, NDSU Faculty Development committee, December 1999.<\/li>    <li>The Application of Neural Networks to Traffic Engineering, Advanced Traffic Analysis Center \u2013 Phase I, Upper Great Plains Transportation Institute (UGPTI), North Dakota State University, October, 1999.<\/li>    <li>Data analysis and algorithm development for smart bearings \u2013 phase I, Annual Report, Timken Research, December 1999.<\/li>    <li>Data collection and prototype algorithm development for condition monitoring of automotive bearing, NDE and Sensor Technology \u2013 Timken Research, Project No. 0010126, August 1998.<\/li> <\/ul>    <h2 class=\"wp-block-heading\">Conference Publications (Note: All IEEE and SPIE Medical Imaging conference papers are peer reviewed)<\/h2>    <ul> <li>F. Ilgin, M. A. Witherow, K. M. Iftekharuddin. \u201cComparison of machine learning methods for classification of alexithymia in individuals with and without autism from eye-tracking data.\u201d Proc. SPIE Optics+Photonics 2023, August 20-24, 2023, San Diego, California, USA<\/li>    <li>M. M. Rahman, L. Vidyaratne, A. Carpenter,\u00a0 C. Tennant,\u00a0 and K. Iftekharuddin, \u201cUncertainty Aware Deep Learning for Fault Prediction Using Multivariate Time Series Signals\u201d,\u00a0 International Joint Conference on Neural Networks (IJCNN), June 18 &#8211; 23, 2023,\u00a0 Queensland, Australia.<\/li>    <li>J. Zalameda, M. Witherow, A. Glandon, J. Aguilera, K. M. Iftekharuddin. \u201cAttack Assessment and Augmented Identity Recognition for Human Skeleton Data.\u201d International Joint Conference on Neural Networks (IJCNN), June 18 &#8211; 23, 2023,\u00a0 Queensland, Australia.<\/li>    <li>A. Glandon, J. Zalameda, K. M. Iftekharuddin. \u201cTransfer learning using infrared and optical full motion video data for gender classification.\u201d In Press (May 30, 2023). SPIE, 2023.<\/li>    <li>J. Zalameda,\u00a0A. Glandon, K. M. Iftekharuddin. &#8220;Adaptive critic network for person tracking using 3D skeleton data&#8221;. In Press (May 30, 2023). SPIE, 2023.<\/li>    <li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.spiedigitallibrary.org\/profile\/Md-Shibly.Sadique-4343467\" target=\"_blank\">M. S. Sadique<\/a>,\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/www.spiedigitallibrary.org\/profile\/Walia.Farzana-4343468\" target=\"_blank\">W. Farzana<\/a>,\u00a0A. Temtam,\u00a0and\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/www.spiedigitallibrary.org\/profile\/Khan.Iftekharuddin-14390\" target=\"_blank\">K. M. Iftekharuddin<\/a>\u00a0&#8220;Class activation mapping and uncertainty estimation in multi-organ segmentation&#8221;, Proc. SPIE 12465, Medical Imaging 2023: Computer-Aided Diagnosis, 124650V (7 April 2023);\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/doi.org\/10.1117\/12.2655508\" target=\"_blank\">https:\/\/doi.org\/10.1117\/12.2655508<\/a><\/li>    <li>A. Temtam, L. Ma, F. Gerard Moeller, M. S. Sadique, and K. M. Iftekharuddin. &#8220;Opioid use disorder prediction using machine learning of fMRI data.&#8221; In\u00a0<em>Medical Imaging 2023: Computer-Aided Diagnosis<\/em>, vol. 12465, pp. 142-146. SPIE, 2023.<\/li>    <li>M. M. Rahman, K. M. Iftekharuddin, A. Carpenter, T. S. McGurkin, C. Tennant, L. S. Vidyaratne. \u201cReal-Time Cavity Fault Prediction in CEBAF Using Deep Learning\u201d, NAPAC 2022, Albuquerque, NM, USA, 07-12 August 2022, doi:10.18429\/JACoW-NAPAC2022-WEPA29.<\/li>    <li>M. S. Sadique , M. M. Rahman, W. Farzana, A. Glandon, A. G. Temtam, and K. M. Iftekharuddin. \u201cAbdominal Multi-Organ Segmentation of CT Images with nnUNet\u201d, Consortium paper of Abdominal Multi-Organ Segmentation Challenge, 2022.<\/li>    <li>M. S. Sadique, M. M. Rahman, W. Farzana, A. Glandon, A. G. Temtam, and K. M. Iftekharuddin. \u201cAutomated Abdominal Multi-organ Segmentation using Cross-Modality (CT and MRI) with nnUNet?\u201d, Consortium paper of Abdominal Multi-Organ Segmentation Challenge, 2022.<\/li>    <li>W. Farzana, A. G. Temtam, Z. A. Shboul, M. M. Rahman, M.S. Sadique, K.M. Iftekharuddin. (2022). Radiogenomic Prediction of\u00a0MGMT Using Deep Learning with\u00a0Bayesian Optimized Hyperparameters. In: Crimi, A., Bakas, S. (eds) Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2021. Lecture Notes in Computer Science, vol 12963. Springer, Cham. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-09002-8_32\">https:\/\/doi.org\/10.1007\/978-3-031-09002-8_32<\/a><\/li>    <li>J. G. Zalameda, B. Kruse, A. M. Glandon, M. A. Witherow, S. Shetty, and K. M. Iftekharuddin, \u201cGeneralized Adversarial and Hierarchical Co-occurrence Network based Synthetic Skeleton Generation and Human Identity Recognition\u201d, International Joint Conference on Neural Networks. In Press (July 23, 2022).<\/li>    <li>M. A. Witherow, M. D. Samad, N. Diawara, and K. M. Iftekharuddin, \u201cTransfer Learning and Facial Landmark Feature Fusion for Classification of Child Facial Expressions,\u201d SPIE Optical Engineering + Applications, 2022, OPO. In Press (August 21, 2022).<\/li>    <li>M. S. Sadique, A. Temtam, E. Lappinen, and K. M. Iftekharuddin. \u201cRadiomic texture feature descriptor to distinguish recurrent brain tumor from radiation necrosis using multimodal MRI.\u201d In Medical Imaging 2022: Computer-Aided Diagnosis, vol. 12033, pp. 654-660. SPIE, 2022.<\/li>    <li>W. Farzana, Z. A. Shboul, A. Temtam, and K. M. Iftekharuddin. \u201cUncertainty estimation in classification of MGMT using radiogenomics for glioblastoma patients.\u201d In Medical Imaging 2022: Computer-Aided Diagnosis, vol. 12033, pp. 365-371. SPIE, 2022.<\/li>    <li>A. Temtam, E. J Cruz, H. Okhravi, D. Strock, M. Sternick and K. M. Iftekharuddin1, \u201cAdvanced Machine Learning Approach to Increase Diagnostic Accuracy in Atypical Alzheimer\u2019s Disease Cases\u201d Accepted to Alzheimer\u2019s Association International Conference (AAIC) 2022.<\/li>    <li>M. M. Rahman, Sadique, M.S., Temtam, A.G., Farzana, W., Vidyaratne, L., Iftekharuddin, K.M. (2022). \u201cBrain Tumor Segmentation Using UNet-Context Encoding Network\u201d. In: Crimi, A., Bakas, S. (eds) Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2021. Lecture Notes in Computer Science, vol 12962. Springer, Cham. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-08999-2_40\">https:\/\/doi.org\/10.1007\/978-3-031-08999-2_40<\/a>.<\/li>    <li>W. Farzana, A. Temtam, M. M. Rahman, M. S. Sadique, and K. M. Iftekharuddin.\u201d Radiogenomic Prediction of MGMT Status using Transfer Learning\u201d Vision Lab, ECE, Old Dominion University. Accepted to RSNA-ASNR-MICCAI BraTS 2021 challenge.<\/li>    <li>L. Vidyaratne, R. Suleiman, C. Tennant, D. Turner, K. Iftekharuddin, Md. Monibor Rahman, \u201cInitial Studies of Cavity fault Prediction at Jefferson Laboratory,\u201d 18th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS 2021), Shanghai, China, Oct 14-22, 2021.<\/li>    <li>A. Carpenter, L. Vidyaratne, C. Tennant, R. Suleiman, D. Turner, K. Iftekharuddin, Md. Monibor Rahman, \u201cUsing AI for Management of Field Emission in SRF Linacs,\u201d 18th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS 2021), Shanghai, China, Oct 14-22, 2021.<\/li>    <li>M. Samad, R. Hossain and K. M. Iftekharuddin, \u201cDynamic Perturbation of Weights for Improved Data Reconstruction in Unsupervised Learning. in Proc. Of 2021 International Joint Conference on Neural Networks (IJCNN) and IEEE, July 2021.<\/li>    <li>M. Elbakary and K. M. Iftekharuddin \u201cCOVID-19 detection using image analysis methods on CT images\u201d, Proc. SPIE 11596, Medical Imaging 2021: Image Processing, 115963G https:\/\/doi.org\/10.1117\/12.2581667; February 2021.<\/li>    <li>C. Dolph, C. Minwalla, L. J. Glaab, B. D. Allen, and K. Iftekharuddin, \u201cMonocular Ranging for Small Unmanned Aerial Systems in the Far-Field\u201d, Proceedings of AIAA 2021-0524 Session: Autonomy IV \u2013 Autonomous Flight, DOI link: https:\/\/doi.org\/10.2514\/6.2021-0524, January 2021.<\/li>    <li>M. A. Witherow, W. J. Shields, M. D. Samad, and K. M. Iftekharuddin, \u201cLearning latent expression labels of child facial expression images through data-limited domain adaptation and transfer learning,\u201d Proc. SPIE 11511, Applications of Machine Learning 2020, 115110E, August 2020.<\/li>    <li>M. Navarro, A. Glandon, N. K. Dhar, and K. M. Iftekharuddin, \u201cGender classification of full-body biological motion of aperiodic actions using machine learning,\u201d Proc. SPIE 11509, Optics and Photonics for Information Processing XIV, 1150904, August 2020.<\/li>    <li>E. Snow, M. Alam, A. Glandon, and K. M. Iftekharuddin, \u201cEnd-to-end Multimodel Deep Learning for Malware Classification\u201d, in Proc. Of 2019 International Joint Conference on Neural Networks (IJCNN) and IEEE, July 2020.<\/li>    <li>L. Pei, Vidyaratne, M. Rahman, and K. M. Iftekharuddin \u201cDeep learning with context encoding for semantic brain tumor segmentation and patient survival prediction\u201d, Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 113140H (16 March 2020); https:\/\/doi.org\/10.1117\/12.2550693<\/li>    <li>Z. A. Shboul, and K. M. Iftekharuddin, \u201cEfficacy of radiomics and genomics in predicting TP53 mutations in diffuse lower grade glioma\u201d, Proc. SPIE. 10950, Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging, Houston, February 2020.<\/li>    <li>C. Dolph, L. Glaab, B. Allen, M. Consiglio and K. Iftekharuddin, \u201cAn Improved Far-Field Small Unmanned Aerial System Optical Detection Algorithm,\u201d in Digital Avionic Systems Conference, San Diego, 2019.<\/li>    <li>N. Sadeghzadehyazdi, T. Batabyal, A. Glandon, N. K. Dhar, B. O. Familoni, K. M. Iftekharuddin, S. T. Acton, \u201cGlidar3DJ:A view-invariant gait identification via flash lidar data correction\u201d, 2019 IEEE International Conference on Image Processing, Sept 22-25, Taipei, Taiwan, 2019.<\/li>    <li>A. Carpenter, T. Powers, Y. Roblin, A. Solopova, C. Tennant, L. Vidyaratne, K. Iftekharuddin, \u201cInitial Implementation of a Machine Learning System for SRF Cavity Fault Classification at CEBAF\u201d, ICALEPCS 2019.<\/li>    <li>A. Solopova, A. Carpenter, K. Iftekharuddin, T. Powers, Y. Roblin, C. Tennant, and L. Vidyaratne, SRF cavity fault classification using machine learning at CEBAF. In 10th Int. Particle Accelerator Conf. (IPAC\u201919), Melbourne, Australia, (pp. 1167-1170). JACOW Publishing, Geneva, Switzerland, 2019.<\/li>    <li>M. A. Witherow, M. D. Samad, and K. M. Iftekharuddin, \u201cTransfer Learning Approach to Multiclass Classification of Child Facial Expressions,\u201d in SPIE Optics and Photonics 2019: Signal, Image, and Data Processing, San Diego, CA, 2019.<\/li>    <li>A. Glandon, L. Vidyaratne, N. Sadeghzadehyazdi, N. Dhar, J. Familoni, S. Acton and K. Iftekharuddin, \u201d 3D Skeleton Estimation and Human Identity Recognition Using Lidar Full Motion Video,\u201d in Proc. Of 2019 International Joint Conference on Neural Networks (IJCNN) and IEEE, July 2019.<\/li>    <li>C. M. Kuzio, A. Dinh, C. Stone, L. Vidyaratne, and K. M. Iftekharuddin, \u201cComputational Modeling of Trust Factors in Imaging Data Using Reinforcement Learning\u201d, Conference on Applications of Machine Learning, SPIE Optics + Photonics Symposium, San Diego, CA, August 2019.<\/li>    <li>A. Solopova, A. Carpenter, T. Powers, Y. Roblin, C. Tennant, L. Vidyaratne, K. Iftekharuddin, \u201cSRF Cavity Fault Classificaiton Using Machine Learning at CEBAF\u201d, 10th Int. Particle Accelerator Conf., Melbourne, Australia, JACoW Publishing, 2019.<\/li>    <li>Z. Shboul, and K. M. Iftekharuddin, \u201cPrediction of low-grade glioma progression using MR imaging\u201d, Proc. SPIE. 10950, Medical Imaging: Computer-Aided Diagnosis, San Diego, February 2019.<\/li>    <li>K. M. Iftekharuddin, Z. A. Shboul, \u201cRecent experience with computational modeling for medical image analysis,\u201d Proc. SPIE 10751, SPIE Optics and Photonics for Information Processing XII, 107510K, September, 2018.<\/li>    <li>Z. Shboul, L. Vidyaratne, M. Alam, and K. M. Iftekharuddin, \u201cGlioblastoma and Survival Prediction,\u201d Brain Lesion (BrainLes) workshop, a satellite event of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Springer, Cham, pp. 358-368, February 17 2018.<\/li>    <li>M. Alam, L. Vidyaratne and K. M. Iftekharuddin, \u201cEfficient Learning of Data Distribution using Simultaneous Recurrent Belief Network\u201d, IEEE World Congress on Computational Intelligence (WCCI), International Joint Conference on, Rio De Jenerio, Brazil, July 2018.<\/li>    <li>A. Glandon, S. Ullah, L. Vidyaratne, M. Alam, C. Xin and K. M. Iftekharuddin, \u201cPrediction of Spatial Spectrum in Cognitive Radio using Cellular Simultaneous Recurrent Networks\u201d, IEEE World Congress on Computational Intelligence (WCCI), International Joint Conference on, Rio De Jenerio, Brazil, July 2018.<\/li>    <li>L. Vidyaratne , M. Alam, Z. Shboul and K. M. Iftekharuddin, \u201cDeep Learning and Texture Based Semantic Label Fusion for Brain Tumor Segmentation\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2018: Houston, February 2018.<\/li>    <li>M. A. Witherow, M. I. Elbakary, M. Cetin, and K. M. Iftekharuddin, \u201cAnalysis of Crowdsourced Images for Flooding Detection\u201d, VipImage \u2013 VI ECCOMAS Thematic Conference On Computational Vision And Medical Image Processing, Porto, Portugal, October, 2017.<\/li>    <li>D. Bussey, A. Glandon, L. Vidyaratne, M. Alam, and K. M. Iftekharuddin. \u201cConvolutional neural network transfer learning for robust face recognition in NAO humanoid robot.\u201d In Computational Intelligence (SSCI), 2017 IEEE Symposium Series on, pp. 1-7. IEEE, 2017.<\/li>    <li>A. H. Hawes and K. M. Iftekharuddin, \u201cAn Improved Silhouette for Human Pose Estimation\u201d, Published in SPIE Proceedings Vol. 10395: Optics and Photonics for Information Processing XI, September 2017.<\/li>    <li>M. I. Elbakary, H. M. Abdelghaffar, K. Afrifa, H. A. Rakha, M. Cetin, K. M. Iftekharuddin, Aerosol detection using lidar-based atmospheric profiling\u201d, Published in SPIE Proceedings Vol. 10395: Optics and Photonics for Information Processing XI, September 2017.<\/li>    <li>Z. A. Shboul, L. Vidyaratne, M. Alam, and K. M. Iftekharuddin, \u201cGlioblastoma and Survival Prediction\u201d, LNCS proceedings of the BrainLes Workshop for MICCAI, Springer, 2017.<\/li>    <li>L. Vidyaratne, M. Alam, J. K. Anderson, and K. M. Iftekharuddin, \u201cConstrained versus Unconstrained Learning in Generalized Recurrent Network for Image Processing\u201d, Neural Networks (IJCNN), 2014 International Joint Conference on, pp., 2017.<\/li>    <li>C. V. Dolph, M. Alam, Z. Shboul, M. D. Samad, and K. M. Iftekharuddin, \u201cDeep Learning of Texture and Structural Features for Multiclass Alzheimer\u2019s Disease Classification,\u201d In Neural Networks (IJCNN), International Joint Conference on, IEEE, pp. 2259-2266, 2017.<\/li>    <li>M. Z. Alom, M. Alam, T. M. Taha, and K. M. Iftekharuddin, \u201cObject Recognition using Cellular Simultaneous Recurrent Networks and Convolutional Neural Network,\u201d In Neural Networks (IJCNN), International Joint Conference on, IEEE, pp. 2873-2880, 2017.<\/li>    <li>L. Pei, S. Reza, W. Lei, C. Davatzikos, and K. M. Iftekharuddin, \u201cImproved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2017: Orlando, February 2017.<\/li>    <li>M. I. Elbakary, K. M. Iftekharuddin, R. De Young, and K. Afrifa, \u201cAerosol Detection Methods in Lidar-Based Atmospheric Profiling\u201d, SPIE International Conference on Optics and Photonics for Information Processing X, San Diego, August 2016.<\/li>    <li>L. Vidyaratne, A. Glandon, M. Alam and K. M. Iftekharuddin, \u201cDeep Recurrent Neural Network for Seizure Detection\u201d, IEEE World Congress on Computational Intelligence (WCCI), , International Joint Conference on, Vancouver, Canada, 2016.<\/li>    <li>M. Alam, L. Vidyaratne, and K. M. Iftekharuddin, \u201cEfficient Feature Extraction with Simultaneous Recurrent Network for Metric Learning \u201c, IEEE World Congress on Computational Intelligence (WCCI), , International Joint Conference on, Vancouver, Canada, 2016.<\/li>    <li>C. M. Williams, K. M. Iftekharuddin, \u201cGender Classification of Running using Full Body Kinematics\u201d, Proc. SPIE, Geospatial Information Fusion and Video Analytics and Motion Imagery for ISR and Situational Awareness, to Appear, 2016.<\/li>    <li>M. S. Alam, L. S. Vidyaratne, A. Glandon and K. M. Iftekharuddin, \u201cDeep SRN for Robust Object Recognition: A Case Study with NAO Humanoid Robot\u201d, IEEE Southeast Con, Norfolk, April 2016.<\/li>    <li>S. M. Reza and K. M. Iftekharuddin, \u201cGlioma Grading Using Cell Nuclei Morphologic Features in Digital Pathology Images\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2016: Orlando, February 2016.<\/li>    <li>M. Samad, J. Bobzien, J. Harrington, and K. M. Iftekharuddin, \u201cAnalysis of Oddity in Facial Physiology of Children with Autism using 3D Imaging\u201d, Proc. Of IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2015. (19% acceptance rate for regular papers in 2015).<\/li>    <li>L. Pei, S. Reza, and K. M. Iftekharuddin, \u201cImproved Brain Tumor Growth Prediction and Segmentation in Longitudinal Brain MRI\u201d, Proc. Of IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2015. (18% acceptance rate for short papers in 2015).<\/li>    <li>M. Alam, L. Vidyanathan and K. M. Iftekharuddin, \u201cNovel Hierarchical Cellular Simultaneous Recurrent Neural Network for Object Detection\u201d, Neural Networks (IJCNN), 2014 International Joint Conference on, pp., 2015.<\/li>    <li>M. Alam, L. Vidyaratne, and K. M. Iftekharuddin, \u201cNovel cellular recurrent deep network for image registration\u201d, SPIE International Conference on Optics and Photonics for Information Processing IX, San Diego, August 2015<\/li>    <li>S. Reza, R. Mays, and K. M. Iftekharuddin, \u201cMulti-fractal Detrended Texture Feature for Brain Tumor Classification\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2015: Orlando, February 2015.<\/li>    <li>L. Vidyanathan, M. Alam, J. K. Anderson and K. M. Iftekharuddin, \u201cImproved training of cellular SRN using Unscented Kalman Filtering for ADP\u201d, Neural Networks (IJCNN), 2014 International Joint Conference on, pp.993- 1000, 2014.<\/li>    <li>J. B. Flora; D. F. Lochtefeld; K. M. Iftekharuddin, \u201cFull-motion video analysis for improved gender classification.\u201d, Proc. SPIE 9089, Geospatial Information Fusion and Video Analytics IV; and Motion Imagery for ISR and Situational Awareness II, 90890Q; doi: 10.1117\/12.2053390, 2014.<\/li>    <li>M. D. Samad and K. M. Iftekharuddin, \u201cRadial curve-based classification and localization of features for 3D facial expressions\u201d. Proc. SPIE 9117, Three-Dimensional Imaging, Visualization, and Display, doi:10.1117\/12.2053428, 2014.<\/li>    <li>P. Duraisamy, A. H. Yousef , K. M. Iftekharuddin;, \u201cNovel metrics for object discrimination in overhead real and synthetic color images\u201d. Proc. SPIE 9088, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XX, 908810, doi:10.1117\/12.2052887, 2014.<\/li>    <li>S. Reza, K. M. Iftekharuddin, \u201cMulti-fractal texture features for brain tumor and edema segmentation\u201d, in Medical Imaging 2014: Computer-Aided Diagnosis, Stephen Aylward; Lubomir M. Hadjiiski, Editors, Proceedings of SPIE Vol. 9035, 903503, 2014.<\/li>    <li>A. Yousef., J. Flora, K. M. Iftekharuddin, \u201cHighway traffic segmentation using super-resolution and Gaussian mixture model\u201d. Proc. SPIE 8855, Optics and Photonics for Information Processing VII, 88550G; doi: 10.1117\/12.2026438, 2013.<\/li>    <li>S. Reza and K. M. Iftekharuddin, \u201cMulticlass abnormal brain tissue segmentation using texture features,\u201dIn Proceedings MICCAI-BRATS, pp. 38-42, 2013.<\/li>    <li>K. Anderson and K. M. Iftekharuddin, \u201cLearning Topological Image Transforms Using Cellular Simultaneous Recurrent Networks IEEE Proc. of International Joint Conference on Neural Networks, Dallas, 2013.<\/li>    <li>K. M. Iftekharuddin, \u201cTexture Models for Brain Tumor Segmentation\u201d, Proc. Of OSA Optics and Imaging Congress, Washington DC, 2013.<\/li>    <li>A. H. Yousef, K.M. Iftekharuddin, and M. A. Karim, \u201cA new morphology algorithm for shoreline extraction from DEM data\u201d, Proc. of SPIE Defense, Security, and Sensing, Baltimore, 2013.<\/li>    <li>A. H. Yousef, K.M. Iftekharuddin, and M. A. Karim, \u201cToward aerosols LiDAR scattering plots clustering and analysis\u201d, Proc. of SPIE Defense, Security, and Sensing, Baltimore, 2013.<\/li>    <li>M. D. Samad, K.M. Iftekharuddin, \u201cRecognition of facial expression from variable quality 3D pose data\u201d, Proc. of SPIE Defense, Security, and Sensing, Baltimore, 2013.<\/li>    <li>S. Ahmed and K. M. Iftekharuddin,\u201d \u2018An information theoretic framework for MRI preprocessing, multiclass feature selection and segmentation of PF tumors\u201d, IEEE Proc. On Forty sixth Asilomar Conference on Signals, Systems and Computers, pp. xx \u2013 xx, 2012.<\/li>    <li>M. S. Arslan, M. I. Elbakary, S. Reza and K. M. Iftekharuddin,\u201d Intensity-based registration and fusion of thermal and visual facial-images\u201d, Proc. of 57th SPIE Annual Meeting, Vol. 8498, pp. 8498 OC0- OC9, San Diego, CA, 2012.<\/li>    <li>T. Salan and K. M. Iftekharuddin, \u201cLarge pose invariant face recognition using cellular simultaneous neural network\u201d, Proc. Of IEEE World Congress on Computational Intelligence (WCCI\u201912), Brisbane, Australia 2012.<\/li>    <li>C. Chen, C. Chang, J. Li, J. Allen, X. Huang, G. Zheng and K. M. Iftekharuddin, \u201cEstimating Exhaust Emissions based on Automated Video Traffic Systems\u201d, The 4th International Forum on Systems and Mechatronics August 6-9, Virginia Beach, 2012<\/li>    <li>E. Oguslu, K. Iftekharuddin and J. Li, \u201cSparse coding for hyperspectral images using random dictionary and soft thresholding,\u201d, SPIE Proc. Of Visual Information Processing XXI, Vol. 8399, May 2012.<\/li>    <li>S. Ahmed and K. M. Iftekharuddin, \u201cMulticlass Feature Selection for Improved Pediatric Brain Tumor Segmentation\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2012: San Diego, February 2012.<\/li>    <li>K. M. Iftekharuddin, S. Ahmed and J. Hossen, \u201cMultiresolution Texture Models for Brain Tumor Segmentation in MRI\u201d, 33rd Annual International IEEE EMBS Conference, Boston, MA, August 2011.<\/li>    <li>K. M. Iftekharuddin, M. M. R. Khan, E. McCracken, L. Wang, and R. Kozma, \u201cAutonomous wireless radar sensor mote integrating a Doppler radar into a sensor mote and its application in surveillance and target material classification\u201d, Proc. of 56th SPIE Annual Meeting, Vol. 8134, 813403, San Diego, CA, 2011.<\/li>    <li>S. Patti and K. M. Iftekharuddin, \u201cAnalysis of gene expression variation in GBM recurrence\u201d, Summit on Systems Biology 2011 Molecular Networks and Disease, Richmond, VA, June 2011.<\/li>    <li>K. Rice, T. M. Taha, R. Miller, K. M. Iftekharuddin, K. Anderson, and T. Salan, \u201cAccelerating CSRN based face recognition on an NVIDIA GPGPU,\u201d Infotech@Aerospace Conference, March 2011 (Invited paper).<\/li>    <li>P. Y. Kim, K. M. Iftekharuddin, P. Gunvant, M. T\u00f3th, A. Garas, G. Holl\u00f3 and E. A. Essock, \u201cFeature-based Glaucomatous Progression Prediction Using Scanning Laser Polarimetry Data\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2011: Orlando, FL, February 2011.<\/li>    <li>P. Gunvant, P. Y. Kim, K. M. Iftekharuddin, and E. A. Essock, \u201cIdentifying Glaucoma with Multi-fractal Features from Optical Coherence Tomography\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2011: Orlando, FL, February 2011.<\/li>    <li>W. White, K. Iftekharuddin and S. Bouzerdoum, \u201cImproved Dynamic Learning in the Maze Traversal Problem via Clustering\u201d, Proc. Of IEEE World Congress on Computational Intelligence (WCCI\u201910), Barcelona, Spain, 2010.<\/li>    <li>K. Iftekharuddin and J. K. Anderson, \u201cImage registration under affine transformation using cellular simultaneous recurrent networks\u201d, Proc. of 55th SPIE Annual Meeting, Vol. 7797, San Diego, CA, 2010<\/li>    <li>S. Slack and K. Iftekharuddin, \u201cWide Angle IR detection Through a Conical Mirror: Some Preliminary Results\u201d, Proc. of Optical Society of America Topical Meeting in Digital Image Processing and Application, Tucson, AZ, 2010.<\/li>    <li>R. Kozma, L. Wang, K. M. Iftekharuddin, E. McCracken, M. Khan, K. Islam, R. M. Demirer, \u201cMulti-Modal Sensor System Integrating COTS Technology for Surveillance and Tracking, IEEE International Radar Conference, RADAR2010, Washington DC, 2010.<\/li>    <li>P. Y. Kim, K. M. Iftekharuddin, P. Gunvant, M. T\u00f3th, G. Holl\u00f3 and E.A. Essock, \u201cEfficacy of Fractal Analysis in Identifying Glaucomatous Damage\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2010: San Diego, CA February 2010.<\/li>    <li>P. Gunvant, P. Kim, M. T\u00f3th, G. Holl\u00f3, E. A. Essock, K. Iftekharuddin, \u201cPredicting Visual Field Loss in Glaucomatous Patients Using Fast\u2013Fourier Analysis (FFA) of GDx-VCC Scanning Laser Polarimetry\u201d, Annual Meeting of ARVO\/International Society for Imaging in the Eye, Fort Lauderdale, Florida, 2010.<\/li>    <li>K. Anderson, K. M. Iftekharuddin, P. Kim, \u201cGray Scale Image Registration Using Cellular Simultaneous Recurrent Neural Networks\u201d, Pages: 74420 C1 \u2013 C12, Proc. of 54th SPIE Annual Meeting, Vol. 7442, San Diego, CA 2009.<\/li>    <li>Y. Ren, K. Anderson, K. M. Iftekharuddin, P. Kim, E. White, \u201dPose invariant face recognition using Cellular Simultaneous Recurrent Networks\u201d, IEEE Proc. of International Joint Conference on Neural Networks, Page(s):2634 \u2013 2641, 2009.<\/li>    <li>K. Anderson, K. Iftekharuddin, E. White, P. Kim. \u201cBinary Image Registration using Cellular Simultaneous Recurrent Networks\u201c, IEEE Computational Intelligence for Multimedia Signal and Vision Processing, CIMSVP \u201909. IEEE Symposium on, Page(s):61 \u2013 67, 2009.<\/li>    <li>Y. Ren, K. Iftekharuddin, E. White. \u201cRecurrent Network-Based Face Recognition Using Image Sequences\u201d, IEEE Computational Intelligence for Multimedia Signal and Vision Processing, CIMSVP \u201909. IEEE Symposium on, Page(s):41 \u2013 46, 2009.<\/li>    <li>S. Ahmed , K. M. Iftekharuddin, R. J. Ogg, and F. H. Laningham, \u201cEfficacy of texture, shape and intensity features for robust posterior-fossa tumor segmentation in MRI\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2009: Computer-Aided Diagnosis, Maryellen L. Giger, Nico Karssemeijer, Editors, Vol. , 7260, San Diego, CA February 2009.<\/li>    <li>K. Anderson, K. M. Iftekharuddin and B. Montgomery, \u201cSingle Camera Based Object Detection and Tracking for Mobile Robots\u201d, Proc. of 53rd SPIE Annual Meeting, Vol. 7072, San Diego, CA 2008.<\/li>    <li>F. N. Julia and K. M. Iftekharuddin, \u201cDialog Act Classification using Acoustic and Discourse Information of MapTask Data\u201d, Proc. Of IEEE World Congress on Computational Intelligence (WCCI\u201908), Hong Kong, pp. 1473-1480, 2008.<\/li>    <li>K. M. Iftekharuddin and Y. Li, \u201cA Biologically-Inspired Computational Model for Transformation Invariant Target Recognition\u201d, Proc. Of IEEE World Congress on Computational Intelligence (WCCI\u201908), Hong Kong, pp. 1050-1057, 2008.<\/li>    <li>A. Islam, K. M. Iftekharuddin and E. O. George; \u201cClass Specific Gene Expression Estimation and Classification in Microarray Data\u201d, Proc. Of IEEE World Congress on Computational Intelligence (WCCI\u201908), pp. 1679-1686, Hong Kong, 2008.<\/li>    <li>A. Islam , K. M. Iftekharuddin, R. J. Ogg , F. H. Laningham, and B. Sivakumar, \u201cMultifractal modeling, segmentation, prediction and statistical validation of posterior fossa tumors\u201d, Proc. of SPIE Medical Imaging, Medical Imaging 2008: Computer-Aided Diagnosis, Maryellen L. Giger, Nico Karssemeijer, Editors, Vol. 6915, 69153C, San Diego, CA February 2008.<\/li>    <li>K. M. Iftekharuddin, Y. Li and F. Siddiqui, \u201cA Biologically Inspired Neural Network Model to Transformation Invariant Object Recognition\u201d, Proc. of 52nd SPIE Annual Meeting, pp. 66950O-1 \u2013 66950O-12, Vol. 6695, San Diego, CA 2007.<\/li>    <li>K. M. Iftekharuddin, J. Zheng, M. A. Islam, R. J. Ogg, and F. Lanningham, \u201cBrain Tumor Detection in MRI: Technique and Statistical Validation\u201d, IEEE Proc. On Fortieth Asilomar Conference on Signals, Systems and Computers, pp. 1983 \u2013 1987, 2006.<\/li>    <li>A. Islam, K. M. Iftekharuddin, and E. O. George, \u201cGene Expression Based CNS Tumor Prototype for Automatic Tumor Detection\u201d, IEEE Proc. On Fortieth Asilomar Conference on Signals, Systems and Computers, pp. 846 \u2013 850, 2006.<\/li>    <li>K. M. Iftekharuddin and Y. Li, \u201cA reinforcement learning approach in rotated image recognition and its convergence analysis\u201d, Proc. of 51st SPIE Annual Meeting, Vol. 6310, San Diego, CA 2006.<\/li>    <li>A. Islam and K. M. Iftekharuddin and D. J. Russomanno, \u201c Visualizing Differentially Expressed Genes\u201d, Proc. of 51st SPIE Annual Meeting, Vol. 6310, San Diego, CA 2006.<\/li>    <li>F. Siddiqui and K. M. Iftekharuddin, \u201cMultiresolution Object Recognition using Dual Heuristic Programming\u201d, Proc. Of IEEE World Congress on Computational Intelligence (WCCI\u201906), pp. 8378 \u2013 8384, Vancouver, Canada, July 2006.<\/li>    <li>A. Islam, K. M. Iftekharuddin and D. R. Russumanno, \u201cMarker Gene Selection Evaluation Using Parallel Coordinates\u201d, Proc. of the Bioinformatics, Las Vegas, pp. 302 \u2013 306, June 2006.<\/li>    <li>A. Islam, K. M. Iftekharuddin and S. M. Salem, \u201cLearning an Image Lexicon\u201d, Proc. of the IEEE SoutheastCon, pp. 302 \u2013 306, March 31 \u2013 April 2, 2006.<\/li>    <li>F. N. Julia, and K. M. Iftekharuddin, \u201cDetection of Emotional Expressions in Speech\u201d Proc. of the IEEE SoutheastCon, pp. 307 \u2013 312, March 31 \u2013 April 2, 2006.<\/li>    <li>H. Azhar, K. M. Iftekahruddin and R. Kozma, \u201cA Chaos Synchronization-Based Dynamic Vision Model for Image Segmentation\u201d, Proc. Of IEEE International Joint Conference on Neural Networks (IJCNN\u201905), Montreal, July 2005.<\/li>    <li>H. Azhar, K. M. Iftekahruddin, R. Kozma and A. Admala, \u201cNatural Image Classification in Non Linear Network Model\u201d, Proc. of 50th SPIE Annual Meeting, Vol. 5970 , pp. 59070P-1 \u2013 P11, San Diego, CA 2005.<\/li>    <li>K. M. Iftekharuddin, M. Islam, J. Shaik, C. Parra, and R. Ogg, \u201cAutomatic Brain-Tumor Detection in MRI: Methodology and Statistical Validation\u201d, SPIE Medical Imaging, Vol. 5747, pp. 2012-2022, San Diego, CA February 2005.<\/li>    <li>K. M. Iftekharuddin and J. Shaik, \u201cProbabilistic detection and tracking of IR targets\u201d, Proc. of 48th SPIE annual meeting in Photonic Devices and Algorithms, Vol. 5556, San Diego, CA, August 2004.<\/li>    <li>K. M. Iftekharuddin and T. Widjanarko, \u201cReinforcement Learning in Multiresolution Object Recognition\u201d, Proc. Of IEEE International Joint Conference on Neural Networks (IJCNN\u201904), pp. 1085-1090, Budapest, Hungary, July 2004.<\/li>    <li>K. M. Iftekharuddin, Y. Sun and H. Azhar, \u201cA Fractal Based Medical Image Analysis Interface for Tumor Detection, Joint BECON\/BISTIC Symposium, Biomedical Informatics for Clinical Decision Support, NIH, June 21 \u2013 22, 2004.<\/li>    <li>C. Parra and K. M. Iftekharuddin, \u201cImproved Multiresolution-Fractal Feature Extraction for Tumor Detection in MR Images\u201d, 2nd International Conference of Computational Harmonic Analysis, Nashville, TN May 2004.<\/li>    <li>H. Azhar and K. M. Iftekharuddin, \u201cBiology Inspired Automatic Segmentation of Brain Images with Chaos Synchronization\u201d 2nd International Conference of Computational Harmonic Analysis, Nashville, TN May 2004.<\/li>    <li>C. Parra, K. M. Iftekharuddin and R. Kozma, \u201cAutomated brain data segmentation and pattern recognition using ANN\u201d, Proc. Of 2nd Intl. Cong. On Computational Intelligence, Robotics and Autonomous Systems (CIRAS\u201903), Singapore, December 2003.<\/li>    <li>K. M. Iftekharuddin and P. Medapally, \u201cSegmentation of Brain Tissue and Tumor Area from 2D MRI Images, Using Pulse Coupled Neural Network\u201d, 2003 BMES Annual Fall Meeting, Nashville, TN, October 2003.<\/li>    <li>K. M. Iftekharuddin, J. Zook and D. Rendon, \u201cAn automated statistical analysis of fractal-based algorithms for brain tumor detection\u201d, 2003 BMES Annual Fall Meeting, Nashville, TN, October 2003.<\/li>    <li>K. M. Iftekharuddin and C. Parra, \u201cMultiresolution-fractal feature extraction and tumor detection: analytical modeling and implementation\u201d, Proc. of SPIE 47th annual meeting in wavelets, Vol. 5207, pp. 801-812, San Diego, CA, August 2003.<\/li>    <li>M. S. Alam, H. Kettani, M. Huq, J. Khan, A. A. S. Awwal and K. M. Iftekharuddin, \u201cFringe-adjusted JTC Based Target Detection and Tracking Using Subframes from a Video Sequence\u201d SPIE 47th annual meeting in Photonic Devices and Algorithms, San Diego, CA, August 2003.<\/li>    <li>K. M. Iftekharuddin and J. Shaik, \u201cDistorted IR target detection and tracking using composite filters\u201d, SPIE 47th annual meeting in Photonic Devices and Algorithms, pp. 73-84, Vol. 5201, San Diego, CA, August 2003.<\/li>    <li>J. S. Shaik and K. M. Iftekharuddin, \u201cAutomated Tracking and Classification of Infrared Images\u201d, pp. 147-158, Proc. Of IEEE International Joint Conference on Neural Networks (IJCNN\u201903), Portland, OR, July 2003.<\/li>    <li>K. M. Iftekharuddin, C. Parra and D. Rendon, \u201cWavelet-based computation of the fractal dimension on fBm images\u201d, pp. 533-536, Proc. of 1st IEEE EMBS conference on Neural Engineering, Capri Island, Italy, March, 2003.<\/li>    <li>K. M. Iftekharuddin, M. Prajna , S. Samanth and M. Indhukuri, \u201cMega voltage image segmentation and ambient noise removal\u201d, Proc. of 2nd Joint Conf., of IEEE EMBS-BMES, October, 2002.<\/li>    <li>K. M. Iftekharuddin and J. Shaik, A. A. S. Awwal and M. S. Alam, \u201cHilbert-wavelet transform for recognition of image rotation\u201d, pp. 147-158, Vol. 4788, Proc. of SPIE, Seattle, WA, July 2002<\/li>    <li>A. A. S. Awwal, K. S. Gudmundsson, M. Tabrez, M. Rahman, M. S. Alam and K. M. Iftekharuddin, \u201cNew metric for 3D optical pattern recognition system\u201d, pp. 183-190, Vol. 4788, Proc. of SPIE, Seattle, WA, July 2002.<\/li>    <li>K. M. Iftekharuddin and R. Malhotra, \u201cRole of multiresolution attention in automated object recognition\u201d, Proc. Of IEEE World Congress on Computational Intelligence, pp. 2255-2260, Honolulu, Hawaii, May, 2002.<\/li>    <li>J. B. Gregga, G. J. Power and K. M. Iftekharuddin, \u201cCorrelators for rank order shape similarity measurement\u201d, Aerosense, Orlando, Vol. 4734, April, 2002.<\/li>    <li>K. M. Iftekharuddin and G. Power, \u201cA biological model for distortion-invariant target recognition\u201d, Proc. of IEEE International Joint Conference on Neural Networks (IJCNN\u201901), pp. 559 \u2013564, July 2001, IEEE Press, Washington DC.<\/li>    <li>K. M. Iftekharuddin, \u201cIntra-class classification of tumor in brain MR images\u201d, SPIE Annual Meeting, July 2001, San Diego, CA.<\/li>    <li>K. M. Iftekharuddin and R. N. Pyda, \u201cImage search over the net\u201d, International Conference on Intelligent Multimedia and Distance education, pp. 62-67, John Wiley &amp; Sons, Fargo, ND, June 2001.<\/li>    <li>K. M. Iftekharuddin and A. Dani, \u201cAn Efficient Target Recognition System for Rotated Synthetic Aperture Radar Images\u201d, Artificial Neural Networks in Engineering (ANNIE) \u201900 Proceedings, ASME Press Series, St. Louis, MO, November, 2000<\/li>    <li>K. M. Iftekharuddin and M. A. Razzaque, \u201cConstraints in distortion invariant target recognition system simulation\u201d, Vol. 4414, SPIE\u2019s International Symposium on Optical Science, Engineering and Instrumentation Proceedings, San Diego, CA, July, 2000.<\/li>    <li>K. M. Iftekharuddin, W. Jia and R. Marsh, \u201cA fractal analysis approach to identification of tumor in brain MR images\u201d, Proc. Of Eng. Med. Biol. Soc., Proc. of the 22nd Annual. Intl. Conference of the IEEE. 4:3064\u20133066, July 2000.<\/li>    <li>M. A. Razzaque and K. M. Iftekharuddin, \u201d Characterization of joint harmonic wavelet transform (JHWT) in image de-noising\u201d. Vol. xxx, SPIE Proceedings on Optical Pattern Recognition IX, Orlando, FL, April 2000.<\/li>    <li>K. M. Iftekharuddin and C. Rentala, \u201cDetermination of the exact angle of rotation in target recognition applications\u201d, Artificial Neural Networks in Engineering (ANNIE) \u201999 Proceedings, ASME Press Series, St. Louis, MO, November, 1999.<\/li>    <li>K. M. Iftekharuddin and S. Obowa, \u201cAn integrated visual workbench for sensor signal analysis\u201d, International Symposium on Intelligent Multimedia and Distance Education (ISIMADE\u201999) Proceedings, Baden-Baden, Germany, August 1999.<\/li>    <li>C. Rentala and K. M. Iftekharuddin, \u201cDetection of targets varying in fine details, rotation and translation\u201d, Vol. 3805, SPIE\u2019s International Symposium on Optical Science, Engineering and Instrumentation Proceedings, Denver, CO, July, 1999.<\/li>    <li>K. M. Iftekharuddin, \u201cA harmonic wavelet joint transform correlator for improved target recognition\u201d, Proceedings of the International Conference on Imaging Science, Systems and Technology (CISST\u201999), Las Vegas, NV, June 1999.<\/li>    <li>K. M. Iftekharuddin, \u201cNonlinear speckle reduction using orthogonal wavelets\u201d, SPIE Proceedings on Wavelet Applications, April 1998, Orlando, FL.<\/li>    <li>S. Diab M. A. Karim and K. M. Iftekharuddin, \u201cScale and translation-invariant detection of targets varying in fine details\u201d, SPIE proceedings on Tracking, Vol. \u2026.. , SPIE Proceedings on Image Exploitation and Target Recognition, April 1997, Orlando, FL.<\/li>    <li>K. M. Iftekharuddin, S. Diab and M. A. Karim, \u201cSmart detection of targets varying in fine details\u201d, Proceedings of Optical Society of America (OSA), Oct. 1996, Rochester, NY.<\/li>    <li>K. Das, K. M. Iftekharuddin, and M. A. Karim, \u201cHeterodyne detection using hexagonal pixel geometry\u201d, Proceedings OSA, Oct., 1996, Rochester, NY.<\/li>    <li>K. M. Iftekharuddin, T. Tuthill and M. A. Karim, \u201cWavelet packet-based nonlinear speckle reduction in optical synthetic aperture radar image analysis\u201d, SPIE Proceedings on Wavelet Applications-II, Vol. 2762, April 1996, Orlando, FL.<\/li>    <li>K. M. Iftekharuddin and K. Das, \u201cHeterodyne Detection for Staring Hexagonal Detector Array\u201d, Proceedings of National Aerospace and Electronics Conference (NAECON), May 1996, Dayton, OH.<\/li>    <li>L. T. Brekka, V. Maksimovic, C. Picardel and K. M. Iftekharuddin, \u201cRisk Management and System Engineering Discipline\u201d, Proceedings of NAECON, May 1996, Dayton, OH.<\/li>    <li>K. M. Iftekharuddin, M. Purpura and M. A. Karim, \u201cA radial basis wavelet neural net for character recognition purposes\u201d, Proceedings of OSA, Sept. 1995, Portland, OR.<\/li>    <li>K. M. Iftekharuddin, K. Jemili and M. A. Karim, \u201cA neural-wavelet feature-based character recognition system\u201d, Proceedings of NAECON, May 1995, Dayton, OH.<\/li>    <li>K. M. Iftekharuddin, M. A. Karim and K. Jemili, \u201cWavelet pre-processed amplitude-modulated phase-only filter for target recognition\u201d, SPIE Proceedings on Wavelet Applications-II, Vol. 2471, April 1995, Orlando, FL.<\/li>    <li>K. M. Iftekharuddin, M. A. Karim and A. A. S. Awwal, \u201cPerformance analysis of trinary amplitude binary phase only filter\u201d, NAECON, May 1994, Dayton, OH.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and M. A. Karim, \u201cA robust feature extracted Amplitude-Modulated Phase-Only filter-based character recognition system\u201d, Proceedings of OSA, Oct. 1993, Toronto, Canada.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and M. A. Karim, \u201cThe performance analysis of the Amplitude-Modulated Phase-Only filter\u201d, Proceedings of OSA, Oct. 1993, Toronto, Canada.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal, A. K. Cherri and M. A. Karim, \u201cGeneralized technique for laser beam diameter measurement using an aperiodic-periodic ruling\u201d, Proceedings of OSA, Oct. 1993, Toronto, Canada.<\/li>    <li>J. U. Ahmed, A. A. S. Awwal, M. A. Karim and K. M. Iftekharuddin, \u201cPractical implementation of an Amplitude-Modulated Phase-Only filter\u201d, Proceedings of OSA, Oct. 1993, Toronto, Canada.<\/li>    <li>K. M. Iftekharuddin and M. A. Karim, \u201cAcquisition of noise-free and noisy signal: effect of different pixel geometry\u201d, Proceedings of NAECON, May 1993, Dayton, OH.<\/li>    <li>K. M. Iftekharuddin, K. Jemili and M. A. Karim, \u201cComparison between optical interconnection processors: Folded perfect shuffle and 3-D butterfly\u201d, Proceedings of NAECON, May 1993, Dayton, OH.<\/li>    <li>K. M. Iftekharuddin and M. A. Karim, \u201cDesign of 2\u00d72 bit multiplier and nxn bit PIPO shift register using butterfly interconnection network\u201d, Proceedings of OSA, Oct. 1992, Albuquerque, NM.<\/li>    <li>K. M. Iftekharuddin and M. A. Karim, \u201cEffect of background radiation noise on heterodyne detection efficiency using diffraction-free beam\u201d, Proceedings of OSA, Oct. 1992, Albuquerque, NM.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and M. A. Karim, \u201cDesign of some computational building blocks using soliton based GEO module\u201d, Proceedings of OSA, Oct. 1992, Albuquerque, NM.<\/li>    <li>M. S. Alam, K. M. Iftekharuddin and M. A. Karim, \u201cEdge-detection using polarization based optical shadow casting\u201d, Proceedings of OSA, Oct. 1992, Albuquerque, NM.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and M. A. Karim, \u201cA systematic approach to find the possible minimum minterms in MSD binary addition\u201d, Proceedings of NAECON, May 1992, Dayton, OH.<\/li>    <li>M. S. Alam, S. H. Zheng, K. M. Iftekharuddin and M. A. Karim, \u201cStudy of field-of-view overlap for night vision application\u201d, Proceedings of NAECON, May 1992, Dayton, OH.<\/li>    <li>K. M. Iftekharuddin, A. A. S. Awwal and M. A. Karim, \u201cDesign of refracting system for generating a diffraction-free beam\u201d, Proceedings of OSA, Oct. 1991, San Jose, CA.<\/li> <\/ul>    <h2 class=\"wp-block-heading\">Invited Presentations\/Seminars<\/h2>    <ul> <li>Role of texture in brain tumor segmentation and classification\u201d, Indiana University Purdue University, November, 2013.<\/li>    <li>NIH Funding: Faculty Panel and Workshop\u201d, Invited panelist on ODU Office of Research Faculty Workshop, September, 2013.<\/li>    <li>Human Characterization in Full Motion Video\u201d, Wright Patterson Air Force Lab, July, 2013.<\/li>    <li>Brain Tumor Detection, and Prediction\u201d, University of Paris 13, May 2012.<\/li>    <li>Bio-inspired Automatic Target Recognition\u201d, MITRE workshop on Homeland Security, July, 2011.<\/li>    <li>Distortion invariant face recognition\u201d, University of Paris 13, Paris, April 2011.<\/li>    <li>Brain tumor Growth: Computational Simulation\u201d, Bioinformatics Seminar, Bioinformatics program, University of Memphis, April, 2011.<\/li>    <li>Statistical methods in brain tumor segmentation\u201d, University of Denver, March, 2011.<\/li>    <li>Detection, Prediction and Statistical Validation of Pediatric Brain Tumor\u201d, Lawrence Livermore National Lab, October, 2010.<\/li>    <li>Bio-motivated Face Recognition\u201d, University of Dayton, August 2010.<\/li>    <li>Efficacy of texture, shape and intensity features in PF tumor segmentation\u201d, Bioinformatics Seminar, Bioinformatics program, University of Memphis, April, 2010.<\/li>    <li>Challenges in face recognition and a few promising techniques\u201d, Cognitive Science Seminar, IIS, University of Memphis, November, 2009.<\/li>    <li>Modeling of Gene Expression Based -Tumor Prototype for Automatic Tumor Prediction\u201d, Bioinformatics Seminar, Bioinformatics program, University of Memphis, April, 2009.<\/li>    <li>Detection of posterior fossa brain tumor\u201d, Diagnostic Imaging Department, St. Jude\u2019s Children\u2019s\u2019 Hospital, February, 2009.<\/li>    <li>Bio-motivated Computing\u201d, Telecommunications and Information Technology Research Institute (TITRI), University of Wollongong, Australia, July 2008.<\/li>    <li>Biologically Inspired ATR in Distortion\u201d AF Workshop on Intelligent Sensory Data Processing and Imaging in Dynamic Battlefield Scenarios, FedEx Institute of Technology, University of Memphis, November 2007.<\/li>    <li>Automatic Target Recognition\u201d, CEO Forum of Memphis, October 2006.<\/li>    <li>Reinforcement Learning\u201d, Learning Technology Seminar, Department of Psychology, University of Memphis, February, 2006.<\/li>    <li>Fractal analysis of brain tumor\u201d, Department of Physics, University of Memphis, October, 2003.<\/li>    <li>Progress in neural ATR\u201d, Department of Electrical and Computer Engineering, University of South Alabama, December, 2002.<\/li>    <li>Brain tumor analysis\u201d, Department of Biomedical Engineering, UT\/UM joint graduate program, July, 2002.<\/li>    <li>Speckle reduction using orthogonal wavelets\u201d Image Science and Machine Vision Group, The Oak Ridge National Laboratory. March 2001.<\/li>    <li>Neural and Synthetic Techniques in ATR\u201d, Department of Electrical and Computer Engineering, University of South Alabama, November, 2001.<\/li>    <li>A fractal analysis approach to identification of tumor in brain MR images\u201d, Department of Biomedical Imaging, St. Jude Research Hospital, October 2000.<\/li>    <li>Intelligent Systems and Image Processing Research Overview\u201d, Department of Physics, Temple University, November 2000.<\/li> <\/ul> ","protected":false},"excerpt":{"rendered":"<p>Book Invited Book Chapters Invited Keynote Talks &amp; Conference Papers Journal Papers Published Book Review Technical Reports Conference Publications (Note: All IEEE and SPIE Medical Imaging conference papers are peer reviewed) Invited Presentations\/Seminars<\/p>\n","protected":false},"author":5165,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-sidebar-right.php","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/pages\/2176"}],"collection":[{"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/users\/5165"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/comments?post=2176"}],"version-history":[{"count":5,"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/pages\/2176\/revisions"}],"predecessor-version":[{"id":2587,"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/pages\/2176\/revisions\/2587"}],"wp:attachment":[{"href":"https:\/\/sites.wp.odu.edu\/VisionLab\/wp-json\/wp\/v2\/media?parent=2176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}