Ezzatollah Salari
Contact Info
Overview
overview
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Dr. Ezzatollah Salari received his B.S. from Iran University of Science and Technology in Tehran, M.S. and Ph.D. degrees in Electrical Engineering from Wayne State University. His research areas are in pattern recognition & machine learning, digital image processing and data compression. He has published close to 50 journal papers in his field and has supervised more than 10 Ph.D. dissertations. He served as Graduate Director of the EECS Department at UT from 2000 to 2005. Dr. Salari also worked as a research fellow at NASA Langley, Goddard and Lewis (Glenn) research centers during the Summers of 1987, 1988, 1990 and 1991 on various projects. He worked on funded projects sponsored by NASA, Edison Center, and a number of projects sponsored by MIOH-UTC, U.S. Department of Transportation
Publications
selected publications
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Article (Faculty180)
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2022
Pneumonia Detection in Pediatric Chest X-Rays with Capsule Neural Networks
. International Journal of Computer Science and Technology (IJCST) . 13:13. -
2022
Automated Medical Diagnostics Using Dense Capsule NetworksÂ
. International Journal of Innovations in Scientific Engineering (IJISE). 16. -
2022Automated Medical Diagnostics Using Dense Capsule Networks. International Journal of Innovations in Scientific Engineering. Vol 16:10 pages.
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2022Pneumonia Detection in Pediatric Chest X-Rays with Capsule Neural Networks . Intl Journal of computer Science and Technology. Vol 13:Pages 9-13..
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2021Adaptive PSO-Based Ensemble Optimization for Histology Image Classification. International Journal of Computer Science and Technology. 12:Page 26 to 34 (9 pages).
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2019A Novel Block Toeplitz Matrix for DCT-based, Perceptually Enhanced Image Fusion. International Journal of Computer Science and Technology (IJCST). 10:37-42.
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2019Genetically Optimized Heterogeneous Ensemble for Histological Image Classification. International Journal of Science and Engineering Investigations. Vol 8:113-118.
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2019Journal Papers. Journals.
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2018A Novel Image Fusion method which combines weiner Filtering, Pulse Chain Neural Networks and Discrete Wavelet Transforms for Medical Imaging Applications. InternationalJournal of Imaging Science and Engineering (IJISE). 9:9-16.
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2018Perceptual Local Contrast Enhancement And Global Variance Minimization Of Medical Images For Improved Fusion. International Journal of Imaging Science and Engineering (IJISE). 10:1-8.
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Article (Web of Science)
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2017Social-spider optimised particle filtering for tracking of targets with discontinuous measurement data. IET COMPUTER VISION. 11:246-254.Full Text via DOI: 10.1049/iet-cvi.2016.0347
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2017Single-image super resolution using evolutionary sparse coding technique. IET IMAGE PROCESSING. 11:13-21.Full Text via DOI: 10.1049/iet-ipr.2016.0273
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2016Small dim object tracking using frequency and spatial domain information. PATTERN RECOGNITION. 58:227-234.Full Text via DOI: 10.1016/j.patcog.2016.04.001
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2015An efficient compression scheme based on adaptive thresholding in wavelet domain using particle swarm optimization. SIGNAL PROCESSING-IMAGE COMMUNICATION. 32:33-39.Full Text via DOI: 10.1016/j.image.2015.01.001
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2013Reducing blocking artifacts in JPEG-compressed images using an adaptive neural network-based algorithm. NEURAL COMPUTING & APPLICATIONS. 22:3-10.Full Text via DOI: 10.1007/s00521-011-0740-1
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2012Super-resolution using an enhanced Papoulis-Gerchberg algorithm. IET IMAGE PROCESSING. 6:959-965.Full Text via DOI: 10.1049/iet-ipr.2010.0513
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2012HANDOFF DETERMINATION FOR A HYBRID CHANNEL ALLOCATION ALGORITHM IN WIRELESS AND MOBILE NETWORKS. Journal of Interconnection Networks. 13:1250014.Full Text via DOI: 10.1142/s0219265912500144
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2010Beamlet Transform-Based Technique for Pavement Crack Detection and Classification. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING. 25:572-580.Full Text via DOI: 10.1111/j.1467-8667.2010.00674.x
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2009A hybrid channel allocation algorithm with priority to handoff calls in mobile cellular networks. COMPUTER COMMUNICATIONS. 32:880-887.Full Text via DOI: 10.1016/j.comcom.2008.12.018
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2008Utilisation analysis and comparison for multimedia wireless networks. INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING. 3:185-190.
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2008Utilisation analysis and comparison for multimedia wireless networks. INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING. 3:185.Full Text via DOI: 10.1504/ijahuc.2008.018405
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2007Fast and robust fixed-length packetization algorithm for set partitioning in hierarchical trees bit stream over packet erasure channels. JOURNAL OF ELECTRONIC IMAGING. 16.Full Text via DOI: 10.1117/1.2434988
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2006Channel optimized robust image coding over noisy channels. OPTICAL ENGINEERING. 45.Full Text via DOI: 10.1117/1.2404616
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2006Optimal packetization scheme for embedded multimedia bitstreams using genetic algorithms. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. 16:77-84.Full Text via DOI: 10.1002/ima.20070
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2005Competitive learning vector quantization with evolution strategies for image compression. OPTICAL ENGINEERING. 44:027006.Full Text via DOI: 10.1117/1.1839892
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2004Predictive quad-tree expansion technique for image compression in wavelet transform domain. JOURNAL OF ELECTRONIC IMAGING. 13:878.Full Text via DOI: 10.1117/1.1789984
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2003Integrated recurrent neural network for image resolution enhancement from multiple image frames. IEE Proceedings - Vision, Image, and Signal Processing. 150:299.Full Text via DOI: 10.1049/ip-vis:20030524
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2003Modulation, alignment, and calibration methods for phase-modulated optical polarimeters. OPTICAL ENGINEERING. 42:1460.Full Text via DOI: 10.1117/1.1563234
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2003Reducing artifacts in coded images using a neural network aided adaptive FIR filter. NEUROCOMPUTING. 50:249-269.Full Text via DOI: 10.1016/s0925-2312(01)00709-3
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2002A neural network-based nonlinear filter for image enhancement. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. 12:56-62.Full Text via DOI: 10.1002/ima.10009
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2002Neural network-based image restoration using scaled residual with space-variant regularization. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. 12:247-253.Full Text via DOI: 10.1002/ima.10034
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2002Optical material stress measurement using two orthogonally polarized sinusoidally intensity-modulated semiconductor lasers. MEASUREMENT SCIENCE AND TECHNOLOGY. 13:179-185.Full Text via DOI: 10.1088/0957-0233/13/2/307
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1999A fast quadtree motion segmentation for image sequence coding. SIGNAL PROCESSING-IMAGE COMMUNICATION. 14:811-816.Full Text via DOI: 10.1016/s0923-5965(98)00045-9
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1997Low complexity sub-band image coding with pseudo QMF and pyramidal lattice VQ. IEE Proceedings - Vision, Image, and Signal Processing. 144:81.Full Text via DOI: 10.1049/ip-vis:19971050
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1997Pyramidal piecewise uniform lattice quantization in the wavelet transform domain for image coding. JOURNAL OF ELECTRONIC IMAGING. 6:125.Full Text via DOI: 10.1117/12.251160
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1997Real-time pitch extraction of voiced speech. Journal of Network and Computer Applications. 20:379-387.Full Text via DOI: 10.1006/jnca.1997.0051
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1996Efficient classification and codebook design for CVQ. IEE Proceedings - Vision, Image, and Signal Processing. 143:344.Full Text via DOI: 10.1049/ip-vis:19960779
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1996Image coding using wavelet transform and classified vector quantisation. IEE Proceedings - Vision, Image, and Signal Processing. 143:285.Full Text via DOI: 10.1049/ip-vis:19960592
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1995A fast vector quantization encoding method for image compression. IEEE Transactions on Circuits and Systems for Video Technology. 5:119-123.Full Text via DOI: 10.1109/76.388060
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1995Gradient-based block truncation coding. ELECTRONICS LETTERS. 31:353-355.Full Text via DOI: 10.1049/el:19950268
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1995Low-bit-rate segmentation-based image sequence coding. OPTICAL ENGINEERING. 34:829.Full Text via DOI: 10.1117/12.190443
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1995Peano scanning based classified vector quantiser. IEE Proceedings - Vision, Image, and Signal Processing. 142:111.Full Text via DOI: 10.1049/ip-vis:19951833
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1995Peano scanning based fast encoding algorithm for vector quantisation. IEE Proceedings - Vision, Image, and Signal Processing. 142:193.Full Text via DOI: 10.1049/ip-vis:19952063
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1995Peano scanning partial distance search for vector quantization. IEEE Signal Processing Letters. 2:169-171.Full Text via DOI: 10.1109/97.410544
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1995Texture segmentation using hierarchical wavelet decomposition. PATTERN RECOGNITION. 28:1819-1824.Full Text via DOI: 10.1016/0031-3203(95)00054-2
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1994Adaptive fast encoding algorithm for vector quantisation. ELECTRONICS LETTERS. 30:1733-1734.Full Text via DOI: 10.1049/el:19941213
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1991Recognition of partially occluded objects using B-spline representation. PATTERN RECOGNITION. 24:653-660.Full Text via DOI: 10.1016/0031-3203(91)90032-z
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1990A method to calculate the structure and motion parameters from line correspondences. PATTERN RECOGNITION. 23:553-561.Full Text via DOI: 10.1016/0031-3203(90)90033-h
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1989Analysis of image deformation under orthographic projection and flow parameter estimation. PATTERN RECOGNITION. 22:309-315.Full Text via DOI: 10.1016/0031-3203(89)90078-2
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Chapter (Faculty180)
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Book Chpters. Book Chapters.
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Letter (Web of Science)
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1995Successive elimination algorithm for motion estimation. IEEE TRANSACTIONS ON IMAGE PROCESSING. 105-107.Full Text via DOI: 10.1109/83.350809
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1984The ridge-seeking method for obtaining the skeleton of digital images. IEEE Transactions on Systems, Man, and Cybernetics. 524-528.Full Text via DOI: 10.1109/tsmc.1984.6313252
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Proceedings (Faculty180)
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Proceedings Paper (Web of Science)
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2016Adaptive velocity particle filtering for tracking of targets in noisy environment. 2017 IEEE NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE (NAECON). 44-48.
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2016Detection and Tracking of dim objects in Infrared (IR) Images Using Support Vector Machine. 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT). 357-361.
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2015A New Method for the Segmentation of Algae Images Using Retinex and Support Vector Machine. 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT). 361-364.
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2015A Novel Multiple Hypothesis Testing (MHT) Scheme for Tracking of Dim Objects. 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT). 365-369.
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2015Edge-Preserving MRI Super Resolution Using a High Frequency Regularization Technique. 2015 IEEE SIGNAL PROCESSING IN MEDICINE AND BIOLOGY SYMPOSIUM (SPMB).
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2014An Image Hiding Algorithm Using Chinese Remainder Theorem with Reduced Distortion. 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT). 240-245.
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2014Dim Target Tracking with Total Variation and Genetic Algorithm. 2014 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT). 270-274.
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2013Camera-based Forward Collision and Lane Departure Warning Systems Using SVM. 2012 IEEE 55TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS). 1278-1281.
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2013Foggy Image Enhancement Based On Principal Component Analysis. 2012 IEEE 55TH INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS (MWSCAS). 1259-1262.
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2012Handoff Determination for a Hybrid Channel Allocation Algorithm in Wireless and Mobile Networks. PROCEEDINGS OF THE 2012 12TH INTERNATIONAL SYMPOSIUM ON PERVASIVE SYSTEMS, ALGORITHMS, AND NETWORKS (I-SPAN 2012). 84-88.Full Text via DOI: 10.1109/I-SPAN.2012.19
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2011A Neural Network Method for Image Resolution Enhancement from a Multiple of Image Frames. ADVANCES IN NEURAL NETWORKS - ISNN 2011, PT III. 200-+.
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2011Pavement Distress Detection and Severity Analysis. ACTIVE AND PASSIVE SMART STRUCTURES AND INTEGRATED SYSTEMS 2010, PTS 1 AND 2.Full Text via DOI: 10.1117/12.876724
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2009Automated Pavement Distress Detection Using Advanced Image Processing Techniques. 2009 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY. 371-+.
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2009Beamlet Transform Based Technique for Pavement Image Processing and Classification. 2009 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY. 139-143.
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2009Electrochemical Sensors for Detection of Biomolecules. 2009 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY. 313-+.
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2006A novel post-processing method for reducing blocking artifacts in block-coded images. 2006 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY. 548-551.
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2006An error-resilient image coding and packetization scheme for packet-switched networks. 2006 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY. 512-515.
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2006SAR image compression using an adaptive algorithm in the wavelet domain. 2006 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY. 340-343.
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2005Embedded image compression using a classified multistage VQ in wavelet domain. 2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5. 381-384.
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2003
Neural-network-based image resolution enhancement from a multiple of low-resolution images . NANOMATERIALS SYNTHESIS, INTERFACING, AND INTEGRATING IN DEVICES, CIRCUITS, AND SYSTEMS II.Full Text via DOI: 10.1117/12.477396 -
2003Acceleration in iterative imbased on the above performance, age restoration by manipulation of gain parameter. NANOMATERIALS SYNTHESIS, INTERFACING, AND INTEGRATING IN DEVICES, CIRCUITS, AND SYSTEMS II.Full Text via DOI: 10.1117/12.473069
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2002
Wavelet-based method for the suppression of ringing on force data taken during the extensional rheology of a non-Newtonian fluid polymer . NANOMATERIALS SYNTHESIS, INTERFACING, AND INTEGRATING IN DEVICES, CIRCUITS, AND SYSTEMS II.Full Text via DOI: 10.1117/12.456945 -
1997
Still-image compression using CVQ and wavelet transform . NANOMATERIALS SYNTHESIS, INTERFACING, AND INTEGRATING IN DEVICES, CIRCUITS, AND SYSTEMS II.Full Text via DOI: 10.1117/12.263190 -
1994
Classification and codebook design for a vector quantizer . NANOMATERIALS SYNTHESIS, INTERFACING, AND INTEGRATING IN DEVICES, CIRCUITS, AND SYSTEMS II.Full Text via DOI: 10.1117/12.185979 -
1994
Hybrid VQ of video sequences using quadtree motion segmentation . NANOMATERIALS SYNTHESIS, INTERFACING, AND INTEGRATING IN DEVICES, CIRCUITS, AND SYSTEMS II.Full Text via DOI: 10.1117/12.185896 -
1993
Efficient coding method for stereo image pairs . NANOMATERIALS SYNTHESIS, INTERFACING, AND INTEGRATING IN DEVICES, CIRCUITS, AND SYSTEMS II.Full Text via DOI: 10.1117/12.157906
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Review Article (Web of Science)
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2015Small dim object tracking using a multi objective particle swarm optimisation technique. IET IMAGE PROCESSING. 820-826.Full Text via DOI: 10.1049/iet-ipr.2014.0927
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Contact
full name
- Ezzatollah Salari
visualizations
Cumulative publications in Scholars@UToledo
