Dr. Iftekharuddin obtained his B.Sc. degree from Bangladesh Institute of Technology in 1989. He received an M.S. and a Ph.D. both in electrical engineering from the University of Dayton in 1991 and 1995 respectively.

Dr. Iftekharuddin was a principal research engineer at Timken Research, Canton, OH before joining to NDSU. There he was involved in research in signal and image processing, neural networks applications, time-frequency analysis, sensors and embedded system design. Prior to Timken, Dr. Iftekharuddin was a senior systems engineer at BDM Federal in Dayton, OH. There he was involved in software development, software process improvement, and automatic target recognition (ATR) research.

Contracts, Grants and Sponsored Research

Iftekharuddin, K. M. “Quantitative Image Modeling for Brain Tumor Analysis and Tracking” $1,600,000. Federal. May 2016 – April 2020

Iftekharuddin, K. M. “Graph-based representations and multifidelity machine learning for anthropometrics-based human identity recognition” $450,000. Federal. April 2017 – March 2020

Xin, C., Li, J., He, W. and Iftekharuddin, K. M. “REU Site: Cybersecurity Research in a Multidisciplinary Environment” $360,000. Federal. March 1, 2017 – February 29, 2020

Iftekharuddin, K. M. “Quantitative Image Modeling For Brain Tumor Analysis And Tracking” $400,000. Federal. June 1, 2016 – February 29, 2020

Iftekharuddin, K. M. “Estimating Road Inundation Levels Due to Recurrent Flooding from Image Data” $150,000. May 2017 – August 2018

Iftekharuddin, K. M. “Automation & Testing of In-Situ Tool Wear Prototype” $41,850. Other. March 1, 2017 – December 28, 2017

Iftekharuddin, K. M. “LiDAR for Air Quality Measurement” $200,000. June 2014 – September 2017

Iftekharuddin, K. M. “REU Supplement to Collaborative Research: High Performance Cellular Simultaneous Recurrent” $8,000. Federal. August 2015 – May 2017

Iftekharuddin, K. M. “Collaborative Research: High Performance Cellular Simultaneous Recurrent Network based Pattern Recognition” $400,000. Federal. June 2013 – May 2017

Iftekharuddin, K. M. “CCAM In-Situ Tool Wear Measurement” $66,725. Other. February 9, 2016 – February 28, 2017

Iftekharuddin, K. M. “Development of In-situ Tool Wear Measurement” $83,000. State. August 2015 – October 2016

Iftekharuddin, K. M. “Full Motion Video Analysis for Human Characterization and Activity Analysis” $44,070. September 2013 – August 2016

Iftekharuddin, K. M. “Mapping Experimental Flight-Test Results Using Sub-Scale Aerial Vehicles to Full-Scale NAS Operational Environment” $249,999. September 2014 – June 2016

Iftekharuddin, K. M. “REU Supplement to Collaborative Research: High Performance Cellular Simultaneous Recurrent Network based Pattern Recognition” $16,000. Federal. June 2014 – May 2016

Iftekharuddin, K. M. “Collaborative Research: Development of Super-Resolution and Real-time Optical Nanoscopy for Biomedical Research” $38,000. Old Dominion University. January 2015 – December 2015

Iftekharuddin, K. M. “3D facial expression and visual stimuli analysis for Autism Spectrum Disorders, Multidisciplinary Seed Funding” $48,000. Old Dominion University. January 2014 – June 2015

Iftekharuddin, K. M. “Transportation for Livability by Integrating Vehicles and the Environment (TransLIVE)” $3,500,000. January 2012 – January 2015

Iftekharuddin, K. M. and Chatman, M. “Breast Mammogram Segmentation and Visualization Research, Mentored Research for Undergraduate student” $2,500. Old Dominion University. 2013 – 2013

Iftekharuddin, K. M. “Overhead Image Segmentation and Labeling” $63,000. Federal. May 2013 – September 2013

Iftekharuddin, K. M. “Digital Receiver Technology” $142,776. September 2012 – August 2013

Iftekharuddin, K. M. “Wind River’s System’s University Partner Program: Workbench Developers Toolkit 2.2.2 Linux Edition” $500,000. August 2010 – August 2013

Iftekharuddin, K. M. ” A proposal for brain tumor research grant development” $2,000. Old Dominion University. August 2012 – July 2013

Iftekharuddin, K. M. “Innovative Computing in Engineering and Medicine Undergraduate Research Apprenticeship Program” $5,000. Old Dominion University. August 2012 – July 2013

Iftekharuddin, K. M. “Multiresolution-Fractal Modeling of Brain Tumor” $425,714. Federal. July 2010 – June 2013

Iftekharuddin, K. M. “High Power Laser Radar System for atmospheric research” $90,000. Federal. June 2012 – 2012

Iftekharuddin, K. M. “Collaborative Network for Bio-motivated Smart Vision and Pattern Recognition (SVPR) Systems” $5,140. July 2011 – June 2012

Iftekharuddin, K. M. “Analysis of Retinal Nerve Fiber Layer Data for Glaucoma Discrimination” $66,624. January 2009 – October 2011

Iftekharuddin, K. M. “Integration of Radar Data with Various Sensory Modalities for Robust Identification and Decision Support” $100,968. July 2010 – June 2011

Iftekharuddin, K. M. “Wind River’s System’s University Partner Program: VxWorks Developers Toolkit 2.2.1, VxWorks Edition” $457,000. August 2007 – August 2010

Iftekharuddin, K. M. “Complex Warfare Systems” $200,000. July 2008 – June 2010

Iftekharuddin, K. M. “Visual Pattern Recognition for Biometric and Biomedical Applications” $6,500. August 2008 – June 2009

Iftekharuddin, K. M. “Grid-to-grid neural networks for innovative pose invariant face recognition” $115,199. Federal. April 2007 – September 2008

Iftekharuddin, K. M. “Improving Medical Utility of Fractal-Based Techniques in Detecting Small Cancerous and Hard-to-detect Abnormalities” $6,500. July 2007 – June 2008

Iftekharuddin, K. M. “Robot Vision: A Proposal for Object Characterization in Autonomous Tug Project” $59,268. May 2006 – June 2008

Iftekharuddin, K. M. “Improving sensitivity and specificity of fractal-based brain tumor and abnormality detection” $80,000. July 2005 – December 2006

Iftekharuddin, K. M. “A multiresolution wavelet-fractal approach to abnormal tissue identification in brain MR images” $202,501. January 2002 – June 2005

Iftekharuddin, K. M. “Developing Effective Strategies and Performance Metrics for Automatic Target Recognition” $66,811. October 2001 – April 2004

Iftekharuddin, K. M. “Wind River’s System’s WindLink(TM) University Partner Program” $258,500. January 2001 – January 2004

Swenson, O., Campiglia, A., Rogers, D., Patterson, F. and Iftekharuddin, K. M. “Optics for Scientists and Engineer Laboratory Course” $74,016. April 2001 – March 2003

Iftekharuddin, K. M. “Virtual Computer Organization Laboratory” $5,000. July 2001 – June 2002

Iftekharuddin, K. M. “A biologically inspired model for distortion-invariant recognition” $20,834. May 2001 – June 2002

Iftekharuddin, K. M. “Infrastructure Development for Intelligent Image Recognition Research” $15,000. April 2000 – April 2002

Articles

Witherow, M. A., Elbakary, M. I., Iftekharuddin, K. M. and Cetin, M. (2018). Analysis of crowdsourced images for flooding detection. Lecture Notes in Computational Vision and Biomechanics 27 , pp. 140-149.

Samad, M. D., Diawara, N., Bobzien, J., Harrington, J. W., Witherow, M. A. and Iftekharuddin, K. M. (2017). A feasibility study of autism behavioral markers in spontaneous facial, visual, and hand movement response data. IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Hawes, A. H. and Iftekharuddin, K. M. (2017). An improved silhouette for human pose estimation. SPIE – The International Society for Optical Engineering.

Shboul, Z. A., Reza, S. M. and Iftekharuddin, K. M. (2017). Quantitative MR image analysis for brain tumor. Lecture Notes in Computational Vision and Biomechanics 27 , pp. 10-18.

Vidyaratne, L. S. and Iftekharuddin, K. M. (2017). Real-time epileptic seizure detection using EEG. IEEE Transactions on Neural Systems & Rehabilitation Engineering 26 (11) , pp. 2146-2156.

Ahmed, S., Iftekharuddin, K. M. and Vossough, A. (2011). Efficacy of Texture, Shape, and Intensity Feature Fusion for Posterior-Fossa Tumor Segmentation in MRI. 15 , pp. 206-213.

Kozma, R., Wang, L., Iftekharuddin, K. M., McCracken, E., Khan, M., Islam, K., Bhurtel, s. R. and Bhurtel, R. M. (2011). Multi-Modal Radar-Enabled Sensor System Integrating COTS Technology for Surveillance and Tracking.

Iftekharuddin, K. M. (2011). Transformation Invariant On-Line Target Recognition. Networks, , pp. 906-918.

Tivive,, F. H., Bouzerdoum, A., Phung, S. L. and Iftekharuddin, K. M. (2010). Adaptive Hierarchical Architecture for Visual Recognition. 49 , pp. B2.

Awwal, A., Iftekharuddin, K. M., Karim, M. A., Neifeld, M. and Stork, D. A. (2010). Convergence in Optical and Digital Pattern Recognition. 49 , pp. DPR1.

Iftekharuddin, K. M., Julia, F. and Islam, A. (2010). Dialog Act Classification Using Acoustic and Discourse Information of MapTask Data. 9 (4) , pp. 289–311.

Ren, Y., Iftekharuddin, K. M. and White, E. (2010). Large-Scale Pose Invariant Face Recognition Using Cellular Simultaneous Recurrent Network. 49 (B92).

Shaik, J. and Iftekharuddin, K. M. (2009). Automatic Detection and Tracking of Targets in Infrared Images. 4 , pp. 832–842.

Iftekharuddin, K. M., Zheng, J., Islam, M. A. and Ogg, R. J. (2009). Fractal-based Brain Tumor Detection in Multimodal MRI. 207 , pp. 23-42.

Iftekharuddin, K. M. and Frigui, N. (2008). A Robust Spatial Domain Binary Signature Watermarking Technique. 11(W09) , pp. 13- 34.

Iftekharuddin, K. M., Li, Y. and Siddiqui, F. (2007). Biologically inspired computational model for automatic target recognition. 5 (1) , pp. 7-10.

Iftekharuddin, K. M. and Razzaque, M. A. (2005). Analytical derivation of distortion constraints and their verification in a learning vector quantization-based target recognition system. 44 , pp. 067202.

Zook, J. and Iftekharuddin, K. M. (2005). Statistical analysis of fractal-based techniques in brain tumor detection. 23(5) , pp. 671-678.

Iftekharuddin, K. M., Jia, W. and Marsh, R. (2003). A fractal analysis of tumor in brain MR images. 13 , pp. 352-362.

Iftekharuddin, K. M. (2003). Detection and tracking of rotated and scaled targets by use of Hilbertwavelet transform. 42 , pp. 4718-4735.

Awwal, A. S., Iftekharuddin, K. M., Karim, M. A. and Juday, R. D. (2003). Optical pattern recognition algorithms, architectures and applications: introduction to feature issue.. 42 , pp. 4647-4687.

Iftekharuddin, K. M. (2002). Harmonic wavelet joint transform correlator: analysis, algorithm and application to image de-noising. 41 , pp. 3307-3315.

Iftekharuddin, K. M., Awwal, A. A.S. and Salam, M. A. (2001). A Signed Digit Adder Using Electronically Addressable Spatial Light Modulator. Optical Engineering 40 (11) , pp. 2442 – 2445.

Iftekharuddin, K. M. and Awwal, A. A.S. (2001). Optical Computing Systems, Materials and Devices. 40 , pp. 2369 – 2370.

Iftekharuddin, K. M. (2000). Orthogonal wavelets in nonlinear speckle reduction for improved target recognition. 39 , pp. 1211-1217.

Iftekharuddin, K. M. and Awwal, A. A.S.. (2000). Optical Computing Arithmetic and Systems. 38 , pp. 389 – 390.

Iftekharuddin, K. M. and Awwal, A. A.S. (1999). A Graphical Approach for Multiple Valued Logic Minimization. 38 , pp. 462-467.

Iftekharuddin, K. M., Awwal, A. A.S. and Chowdhury, A. M. (1999). Characterization of Intensity-Coded Multivalued Logic Circuit Implementation. 38 , pp. 508-513.

Karim, M. A., Iftekharuddin, K. M. and Diab, S. (1998). Scale and translation-invariant detection of targets varying in fine details. 37 , pp. 876 – 883.

Iftekharuddin, K. M., Karim, M. A. and Das, K. (1997). Heterodyne detection using hexagonal pixel geometry. 36 , pp. 7023 -7027.

Iftekharuddin, K. M., Ahmed, F. and Karim, M. A. (1996). Amplitude-coupled MACE for automatic target recognition applications. 35 , pp. 1009-1014.

Iftekharuddin, K. M., Karim, M. A., Eloe, P. W. and Awwal, A. A.S. (1996). Discritized amplitude-modulated phase-only filter. 28 , pp. 93-100.

Iftekharuddin, K. M., Karim, M. A. and Awwal, A. A.S. (1996). Optimization of Amplitude-Modulated Inverse filter. 24 , pp. 103-112.

Iftekharuddin, K. M., Tuthill, T., Karim, M. A. and Jemili, K. (1996). Wavelet pre-processed amplitude modulated phaseonly filter for recognition applications . 35 , pp. 2088-2093.

Iftekharuddin, K. M., Schechinger, T., Karim, M. A. and Jemili, K. (1995). A feature-based wavelet neural net for optical character recognition. 35 , pp. 3143 – 3150.

Alam, M. S., Karim, M. A., Zheng, S. H. and Iftekharuddin, K. M. (1995). Study of field-of-view overlap for night vision. 8 , pp. 190-193.

Iftekharuddin, K. M. and Karim, M. A. (1994). Butterfly interconnection network: design of multipliers, flip-flop and shift register. 33 , pp. 1457-1462.

Iftekharuddin, K. M., Jemili, K. and Karim, M. A. (1994). Comparison between optical interconnection processors: Folded perfect shuffle and 3-D butterfly. 26 , pp. 265 – 270.

Iftekharuddin, K. M. and Karim, M. A. (1993). Detection of noise-free and noisy signal: effect of different staring focalplane-array pixel geometry. 32 , pp. 2649-2656.

Iftekharuddin, K. M., Awwal, A. A. and Karim, M. A. (1993). Gaussian-to-bessel beam transformation using a split refracting system. 32 , pp. 2252-2256.

Iftekharuddin, K. M. and Karim, M. A. (1993). Heterodyne detection using a diffraction-free beam: background noise effect. 32 , pp. 3144-3148.

Alam, M. S., Iftekharuddin, K. M. and Karim, M. A. (1993). Polarization-encoded optical shadow casting: edge detection using Roberts operator. 6 , pp. 190-193.

Book Chapters

Iftekharuddin, K. M. and Ahmed, S. (2011). Efficacy of Texture Features for Brain Tumor Segmentation Horizons in Cancer Research Nova Science Publishers, Inc.

Islam, A., Iftekharuddin, K. M., Olusegun George, E. and Russomanno, D. J. (2008). CNS Tumor Prediction Using Gene Expression Data Part I Encyclopedia of Artificial Intelligence IGI Global.

Islam, A., Iftekharuddin, K. M., Olusegun George, E. and Russomanno, D. J. (2008). CNS Tumor Prediction Using Gene Expression Data Part II Encyclopedia of Artificial Intelligence IGI Global.

Iftekharuddin, K. M., Li, Y. and Siddiqui, F. (2007). A biologically inspired dynamic model for object recognition Neurodynamics of Cognition and Consciousness Springer.

Conference Proceeding

Elbakary, M. I., Abdelghaffar, H. M., Afrifa, K., Rakha, H. A., Cetin, M. and Iftekharuddin, K. M. (2017). Aerosol detection using lidar-based atmospheric profiling SPIE – The International Society for Optical Engineering.

Vidyaratne, L., Alam, M., Anderson, J. K. and Iftekharuddin, K. M. (2017). Constrained versus unconstrained learning in generalized recurrent network for image processing International Joint Conference on Neural Networks.

Dolph, C., Alam, M., Shboul, Z., Samad, M. D. and Iftekharuddin, K. M. (2017). Deep learning of texture and structural features for multiclass Alzheimer’s disease classification International Joint Conference on Neural Networks.

Pei, L. S., Reza, S. M., Li, W., Davatzikos, C. and Iftekharuddin, K. M. (2017). Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI (pp. 10134 – 10134 – 9) Orlando, Florida: Proc. SPIE 10134, Medical Imaging 2017: Computer-Aided Diagnosis.

Alom, M. Z., Alam, M., Taha, T. M. and Iftekharuddin, K. M. (2017). Object recognition using cellular simultaneous recurrent networks and convolutional neural network International Joint Conference on Neural Networks.

Iftekharuddin, K. M., Ahmed, S. and Hossen, J. (2011). Multiresolution Texture Models for Brain Tumor Segmentation in MRI 33rd Annual International IEEE EMBS Conference Boston, MA:.

Patti, S. and Iftekharuddin, K. M. (2011). Analysis of gene expression variation in GBM recurrence Summit on Systems Biology 2011 Molecular Networks and Disease Richmond, VA:.

Gunvant, P., Kim, P. Y., Iftekharuddin, K. M. and Essock, E. A. (2011). Identifying Glaucoma with Multi-fractal Features from Optical Coherence Tomography Proc. of SPIE Medical Imaging, Medical Imaging 2011 Orlando, FL:.

Iftekharuddin, K. M. and Anderson, J. K. (2010). Image registration under affine transformation using cellular simultaneous recurrent networks Proc. of 55th SPIE Annual Meeting San Diego, CA:.

White, W., Iftekharuddin, K. M. and Bouzerdoum, S. (2010). Improved Dynamic Learning in the Maze Traversal Problem via Clustering Proc. Of IEEE World Congress on Computational Intelligence (WCCI’10) Barcelona:.

Kozma, R., Wang, L., Iftekharuddin, K. M., McCracken, E., Khan, M., Islam, K. and Demirer, R. M. (2010). Multi-Modal Sensor System Integrating COTS Technology for Surveillance and Tracking IEEE International Radar Conference, RADAR2010 Washington DC:.

Gunvant, P., Kim, P., Tóth, M., Holló, G., Essock, E. A. and Iftekharuddin, K. M. (2010). Predicting Visual Field Loss in Glaucomatous Patients Using Fast–Fourier Analysis (FFA) of GDx-VCC Scanning Laser Polarimetry Annual Meeting of ARVO/International Society for Imaging in the Eye Fort Lauderdale, Florida:.

Slack, S. and Iftekharuddin, K. M. (2010). Wide Angle IR detection Through a Conical Mirror: Some Preliminary Results Proc. of Optical Society of America Topical Meeting in Digital Image Processing and Application Tucson, AZ:.

Kim, P. Y., Iftekharuddin, K. M., Gunvant, P., Tóth, M., Holló, G. and Essock, E. A. (2010). Efficacy of Fractal Analysis in Identifying Glaucomatous Damage Proc. of SPIE Medical Imaging, Medical Imaging 2010 San Diego, CA:.

Anderson, K., Iftekharuddin, K. M., White, E. and Kim, P. (2009). Binary Image Registration using Cellular Simultaneous Recurrent Networks IEEE Computational Intelligence for Multimedia Signal and Vision Processing, CIMSVP’09. IEEE Symposium (pp. 61 – 67).

Anderson, K., Iftekharuddin, K. M. and Kim, P. (2009). Gray Scale Image Registration Using Cellular Simultaneous Recurrent Neural Networks Proc. of 54th SPIE Annual Meeting (pp. 74420 C1 – C12) San Diego, CA:.

Ren, Y., Iftekharuddin, K. M. and White, E. (2009). Recurrent Network-Based Face Recognition Using Image Sequences IEEE Computational Intelligence for Multimedia Signal and Vision Processing, CIMSVP ’09 (pp. 41 – 46).

Ahmed, S., Iftekharuddin, K. M., Ogg, R. J. and Laningham, F. H. (2009). Efficacy of texture, shape and intensity features for robust posterior-fossa tumor segmentation in MRI Proc. of SPIE Medical Imaging, Medical Imaging 2009: Computer-Aided Diagnosis San Diego, CA:.

Iftekharuddin, K. M. and Li, Y. (2008). A Biologically-Inspired Computational Model for Transformation Invariant Target Recognition Proc. Of IEEE World Congress on Computational Intelligence (WCCI’08) (pp. 1050-1057) Hong Kong:.

Islam, A., Iftekharuddin, K. M. and George, E. O. (2008). Class Specific Gene Expression Estimation and Classification in Microarray Data Proc. Of IEEE World Congress on Computational Intelligence (WCCI’08) (pp. 1679-1686) Hong Kong:.

Julia, F. N. and Iftekharuddin, K. M. (2008). Dialog Act Classification using Acoustic and Discourse Information of MapTask Data Proc. Of IEEE World Congress on Computational Intelligence (WCCI’08) (pp. 1473-1480) Hong Kong:.

Anderson, K., Iftekharuddin, K. M. and Montgomery, B. (2008). Single Camera Based Object Detection and Tracking for Mobile Robots Proc. of 53rd SPIE Annual Meeting San Diego, CA:.

Islam, A., Iftekharuddin, K. M., Ogg, R. J., Laningham, F. H. and Sivakumar, B. (2008). Multifractal modeling, segmentation, prediction and statistical validation of posterior fossa tumors Proc. of SPIE Medical Imaging, Medical Imaging 2008: Computer-Aided Diagnosis San Diego, CA:.

Iftekharuddin, K. M., Li, Y. and Siddiqui, F. (2007). A Biologically Inspired Neural Network Model to Transformation Invariant Object Recognition Proc. of 52nd SPIE Annual Meeting (pp. 66950O-1 – 66950O-12) San Diego, CA:.

Iftekharuddin, K. M. and Li, Y. (2006). A reinforcement learning approach in rotated image recognition and its convergence analysis Proc. of 51st SPIE Annual Meeting San Diego, CA:.

Iftekharuddin, K. M., Zheng, J., Islam, M. A., Ogg, R. J. and Lanningham, F. (2006). Brain Tumor Detection in MRI: Technique and Statistical Validation IEEE Proc. On Fortieth Asilomar Conference on Signals, Systems and Computers (pp. 1983 – 1987).

Islam, A., Iftekharuddin, K. M. and George, E. O. (2006). Gene Expression Based CNS Tumor Prototype for Automatic Tumor Detection IEEE Proc. On Fortieth Asilomar Conference on Signals, Systems and Computers (pp. 846 –850).

Islam, A., Iftekharuddin, K. M. and Russomanno, D. J. (2006). Visualizing Differentially Expressed Genes Proc. of 51st SPIE Annual Meeting San Diego, CA:.

Siddiqui, F. and Iftekharuddin, K. M. (2006). Multiresolution Object Recognition using Dual Heuristic Programming Proc. Of IEEE World Congress on Computational Intelligence (WCCI’06) (pp. 8378 – 8384) Vancouver, Canada:.

Islam, A., Iftekharuddin, K. M. and Russumanno, D. R. (2006). Marker Gene Selection Evaluation Using Parallel Coordinates Proc. of the Bioinformatics (pp. 302 – 306) Las Vegas:.

Julia, F. N. and Iftekharuddin, K. M. (2006). Detection of Emotional Expressions in Speech Proc. of the IEEE SoutheastCon (pp. 307 – 312).

Islam, A., Iftekharuddin, K. M. and Salem, S. M. (2006). Learning an Image Lexicon Proc. of the IEEE SoutheastCon (pp. 302 – 306).

Azhar, H., Iftekharuddin, K. M., Kozma, R. and Admala, A. (2005). Natural Image Classification in Non Linear Network Model Proc. of 50th SPIE Annual Meeting (pp. 59070P-1 – P11).

Azhar, H., Iftekharuddin, K. M. and Kozma, R. (2005). A Chaos Synchronization-Based Dynamic Vision Model for Image Segmentation Proc. Of IEEE International Joint Conference on Neural Networks (IJCNN’05) Montreal:.

Iftekharuddin, K. M., Islam, M., Shaik, J., Parra, C. and Ogg, R. (2005). Automatic Brain-Tumor Detection in MRI: Methodology and Statistical Validation SPIE Medical Imaging (pp. 2012-2022) San Diego, CA:.

Iftekharuddin, K. M. and Shaik, J. (2004). Probabilistic detection and tracking of IR targets Proc. of 48th SPIE annual meeting in Photonic Devices and Algorithms San Diego, CA:.

Iftekharuddin, K. M. and Widjanarko, T. (2004). Reinforcement Learning in Multiresolution Object Recognition Proc. Of IEEE International Joint Conference on Neural Networks (IJCNN’04) (pp. 1085-1090) Budapest, Hungary:.

Iftekharuddin, K. M., Sun, Y. and Azhar, H. (2004). A Fractal Based Medical Image Analysis Interface for Tumor Detection Joint BECON/BISTIC Symposium, Biomedical Informatics for Clinical Decision Support, NIH.

Azhar, H. and Iftekharuddin, K. M. (2004). Biology Inspired Automatic Segmentation of Brain Images with Chaos Synchronization 2nd International Conference of Computational Harmonic Analysis Nashville, TN:.

Parra, C., Iftekharuddin, K. M. and Kozma, R. (2003). Automated brain data segmentation and pattern recognition using ANN Proc. Of 2nd Intl. Cong. On Computational Intelligence, Robotics and Autonomous Systems (CIRAS’03) Singapore:.

Iftekharuddin, K. M., Zook, J. and Rendon, D. (2003). An automated statistical analysis of fractal-based algorithms for brain tumor detection 2003 BMES Annual Fall Meeting Nashville, TN:.

Iftekharuddin, K. M. and Medapally, P. (2003). Segmentation of Brain Tissue and Tumor Area from 2D MRI Images, Using Pulse Coupled Neural Network 2003 BMES Annual Fall Meeting Nashville, TN:.

Iftekharuddin, K. M. and Shaik, J. (2003). Distorted IR target detection and tracking using composite filters SPIE 47th annual meeting in Photonic Devices and Algorithms (pp. 73-84) San Diego, CA:.

Alam, M. S., Kettani, H., Huq, M., Khan, J., Awwal, A. A.S.. and Iftekharuddin, K. M. (2003). Fringe-adjusted JTC Based Target Detection and Tracking Using Subframes from a Video Sequence SPIE 47th annual meeting in Photonic Devices and Algorithms San Diego, CA:.

Iftekharuddin, K. M. and Parra, C. (2003). Multiresolution-fractal feature extraction and tumor detection: analytical modeling and implementation Proc. of SPIE 47th annual meeting in wavelets (pp. 801-812) San Diego, CA:.

Shaik, J. S. and Iftekharuddin, K. M. (2003). Automated Tracking and Classification of Infrared Images Proc. Of IEEE International Joint Conference on Neural Networks (IJCNN’03) Portland, OR:.

Iftekharuddin, K. M., Parra, C. and Rendon, D. (2003). Wavelet-based computation of the fractal dimension on fBm images Proc. of 1st IEEE EMBS conference on Neural Engineering Capri Island, Italy:.

Iftekharuddin, K. M., Prajna, M., Samanth, S. and Indhukuri, M. (2002). Mega voltage image segmentation and ambient noise removal Proc. of 2nd Joint Conf., of IEEE EMBS-BMES.

Awwal, A. A.S.., Gudmundsson, K. S., Tabrez, M., Rahman, M., Alam, M. S. and Iftekharuddin, K. M. (2002). New metric for 3D optical pattern recognition system Proc. of SPIE (pp. 183-190) Seattle, WA:.

Iftekharuddin, K. M. and Malhotra, R. (2002). Role of multiresolution attention in automated object recognition Proc. Of IEEE World Congress on Computational Intelligence (pp. 2255-2260) Honolulu, Hawaii:.

Gregga, J. B., Power, G. J. and Iftekharuddin, K. M. (2002). Correlators for rank order shape similarity measurement Aerosense Orlando:.

Iftekharuddin, K. M. and Power, G. (2001). A biological model for distortion-invariant target recognition Proc. of IEEE International Joint Conference on Neural Networks (IJCNN’01) (pp. 559 –564) Washington DC: IEEE Press.

Iftekharuddin, K. M. (2001). Intra-class classification of tumor in brain MR images SPIE Annual Meeting San Diego, CA:.

Iftekharuddin, K. M. and Pyda, R. N. (2001). Image search over the net International Conference on Intelligent Multimedia and Distance education (pp. 62-67) Fargo, ND: John Wiley & Sons.

Iftekharuddin, K. M. and Dani, A. (2000). An Efficient Target Recognition System for Rotated Synthetic Aperture Radar Images Artificial Neural Networks in Engineering (ANNIE) ’00 Proceedings, ASME Press Series St.Louis, MO:.

Iftekharuddin, K. M., Jia, W. and Marsh, R. (2000). A fractal analysis approach to identification of tumor in brain MR images Proc. Of Eng. Med. Biol. Soc., Proc. of the 22nd Annual. Intl. Conference of the IEEE (pp. 4:3064–3066).

Iftekharuddin, K. M. and Razzaque, M. A. (2000). Constraints in distortion invariant target recognition system simulation SPIE’s International Symposium on Optical Science, Engineering and Instrumentation Proceedings San Diego, CA:.

Razzaque, M. A. and Iftekharuddin, K. M. (2000). Characterization of joint harmonic wavelet transform (JHWT) in image de-noising SPIE Proceedings on Optical Pattern Recognition IX Orlando, FL:.

Iftekharuddin, K. M. and Rentala, C. (1999). Determination of the exact angle of rotation in target recognition applications Artificial Neural Networks in Engineering (ANNIE) ’99 Proceedings, ASME Press Series St.Louis, MO:.

Iftekharuddin, K. M. and Obowa, S. (1999). An integrated visual workbench for sensor signal analysis International Symposium on Intelligent Multimedia and Distance Education (ISIMADE’99) Proceedings Baden-Baden:.

Rentala, C. and Iftekharuddin, K. M. (1999). Detection of targets varying in fine details, rotation and translation SPIE’s International Symposium on Optical Science, Engineering and Instrumentation Proceedings Denver, CO:.