Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning.

Eli Saber Eli S. Saber https://people.rit.edu/esseee/ https://scholar.google.com/citations?user=DlMBJfUAAAAJ https://www.wikidata.org/entity/Q102337291 https://mathgenealogy.org/id.php?id=122653 Rochester Institute of Technology, NY, USA

Manish Sharma Jamison Heard Eli Saber Panos P. Markopoulos Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning. 18441-18456 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3533419 db/journals/access/access13.html#SharmaHSM25 streams/journals/access

Saurav Singh Eli Saber Panos P. Markopoulos Jamison Heard Regulating Modality Utilization within Multimodal Fusion Networks. 6054 2024 September 24 Sensors 18 https://doi.org/10.3390/s24186054 db/journals/sensors/sensors24.html#SinghSMH24 streams/journals/sensors

Manish Sharma Jamison Heard Eli Saber Panos P. Markopoulos Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning. 2024 abs/2401.08014 CoRR https://doi.org/10.48550/arXiv.2401.08014 db/journals/corr/corr2401.html#abs-2401-08014

Saurav Singh Panos P. Markopoulos Eli Saber Jesse D. Lew Jamison Heard Measuring Modality Utilization in Multi-Modal Neural Networks. 11-14 2023 CAI https://doi.org/10.1109/CAI54212.2023.00014 conf/ieeecai/2023 db/conf/ieeecai/ieeecai2023.html#SinghMSLH23 streams/conf/ieeecai

Manish Sharma Mayur Dhanaraj Srivallabha Karnam Dimitris G. Chachlakis Raymond W. Ptucha Panos P. Markopoulos Eli Saber YOLOrs: Object Detection in Multimodal Remote Sensing Imagery. 1497-1508 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2020.3041316 db/journals/staeors/staeors14.html#SharmaDKCPMS21

Manish Sharma Panos P. Markopoulos Eli Saber M. Salman Asif Ashley Prater-Bennette Convolutional Auto-Encoder with Tensor-Train Factorization. 198-206 2021 ICCVW https://doi.org/10.1109/ICCVW54120.2021.00027 conf/iccvw/2021 db/conf/iccvw/iccvw2021.html#SharmaMSAP21 Manish Sharma Panos P. Markopoulos Eli Saber YOLOrs-lite: A Lightweight CNN For Real-Time Object Detection in Remote-Sensing. 2604-2607 2021 IGARSS https://doi.org/10.1109/IGARSS47720.2021.9554418 conf/igarss/2021 db/conf/igarss/igarss2021.html#SharmaMS21

Sankaranarayanan Piramanayagam Eli Saber Nathan D. Cahill Gradient-driven unsupervised video segmentation using deep learning techniques. 013019 2020 29 J. Electronic Imaging 1 https://doi.org/10.1117/1.JEI.29.1.013019 db/journals/jei/jei29.html#PiramanayagamSC20

Utsav B. Gewali Sildomar T. Monteiro Eli Saber Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth. 1614 2019 11 Remote. Sens. 13 https://doi.org/10.3390/rs11131614 https://www.wikidata.org/entity/Q127534029 db/journals/remotesensing/remotesensing11.html#GewaliMS19

Utsav B. Gewali Sildomar T. Monteiro Eli Saber Spectral Super-Resolution with Optimized Bands. 1648 2019 11 Remote. Sens. 14 https://doi.org/10.3390/rs11141648 db/journals/remotesensing/remotesensing11.html#GewaliMS19a

Sankaranarayanan Piramanayagam Eli Saber Wade Schwartzkopf Frederick W. Koehler Supervised Classification of Multisensor Remotely Sensed Images Using a Deep Learning Framework. 1429 2018 10 Remote. Sens. 9 https://doi.org/10.3390/rs10091429 https://www.wikidata.org/entity/Q129280216 db/journals/remotesensing/remotesensing10.html#PiramanayagamSS18

Osborn de Lima Eli Saber Kevin Merrill Mark Q. Shaw Separation of Scanned Media using a strip based methodology. 2018 Image Processing: Algorithms and Systems https://doi.org/10.2352/ISSN.2470-1173.2018.13.IPAS-305 https://www.wikidata.org/entity/Q129689704 conf/ipas/2018 db/conf/ipas/ipas2018.html#LimaSMS18

Utsav B. Gewali Sildomar T. Monteiro Eli Saber Machine learning based hyperspectral image analysis: A survey. 2018 abs/1802.08701 CoRR http://arxiv.org/abs/1802.08701 db/journals/corr/corr1802.html#abs-1802-08701

Yansong Liu Sankaranarayanan Piramanayagam Sildomar T. Monteiro Eli Saber Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR with Fully-Convolutional Neural Networks and Higher-Order CRFs. 1561-1570 2017 CVPR Workshops https://doi.org/10.1109/CVPRW.2017.200 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2017.200 conf/cvpr/2017w db/conf/cvpr/cvprw2017.html#LiuPMS17 Yansong Liu Sankaranarayanan Piramanayagam Sildomar T. Monteiro Eli Saber Semantic segmentation of remote sensing data using Gaussian processes and higher-order CRFS. 5454-5457 2017 IGARSS https://doi.org/10.1109/IGARSS.2017.8128238 conf/igarss/2017 db/conf/igarss/igarss2017.html#LiuPMS17 Jobin Jmathew Yue Wang Eli Saber David Larson Peter Bauer George Kerby Jerry K. Wagner A Strip-based Fast Text Detection for Low memory devices. 1-5 2016 Computational Imaging https://doi.org/10.2352/ISSN.2470-1173.2016.19.COIMG-162 conf/cimaging/2016 db/conf/cimaging/cimaging2016.html#JmathewWSLBKW16 Yue Wang Jobin Jmathew Eli Saber David Larson Peter Bauer George Kerby Jerry K. Wagner Scanned document enhancement based on fast text detection. 1961-1965 2016 ICASSP https://doi.org/10.1109/ICASSP.2016.7472019 conf/icassp/2016 db/conf/icassp/icassp2016.html#WangJSLBKW16 Yang Hu Sildomar T. Monteiro Eli Saber Super pixel based classification using conditional random fields for hyperspectral images. 2202-2205 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532749 conf/icip/2016 db/conf/icip/icip2016.html#HuMS16 Osborn de Lima Shruty Janakiraman Eli Saber David C. Day Peter Bauer Mark Q. Shaw Roger Twede Perry Lea Signature line detection in scanned documents. 3254-3258 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532961 conf/icip/2016 db/conf/icip/icip2016.html#LimaJSDBSTL16 Yilong Liang Sildomar T. Monteiro Eli S. Saber Gaussian Processes for Object Detection in High Resolution Remote Sensing Images. 998-1003 2016 ICMLA https://doi.org/10.1109/ICMLA.2016.0180 https://doi.ieeecomputersociety.org/10.1109/ICMLA.2016.0180 conf/icmla/2016 db/conf/icmla/icmla2016.html#LiangMS16 Yansong Liu Sildomar T. Monteiro Eli Saber Vehicle detection from aerial color imagery and airborne LiDAR data. 1384-1387 2016 IGARSS https://doi.org/10.1109/IGARSS.2016.7729354 conf/igarss/2016 db/conf/igarss/igarss2016.html#LiuMS16 Yilong Liang Panos P. Markopoulos Eli S. Saber Subpixel target detection in hyperspectral images from superpixel background statistics. 7018-7021 2016 IGARSS https://doi.org/10.1109/IGARSS.2016.7730830 conf/igarss/2016 db/conf/igarss/igarss2016.html#LiangMS16 Yilong Liang Panos P. Markopoulos Eli S. Saber Subpixel target detection in hyperspectral images with local matched filtering in SLIC superpixels. 1-5 2016 WHISPERS https://doi.org/10.1109/WHISPERS.2016.8071719 conf/whispers/2016 db/conf/whispers/whispers2016.html#LiangMS16 Eli Saber Video Surveillance and Transportation Imaging Applications 2016, San Francisco, CA, USA, February 14-18, 2016 Video Surveillance and Transportation Imaging Applications Society for Imaging Science and Technology 2016 https://library.imaging.org/ei/articles/28/3 db/conf/ei-srv/ei-srv2016.html Mohammed Yousefhussien Roger L. Easton Jr. Raymond W. Ptucha Mark Q. Shaw Brent M. Bradburn Jerry K. Wagner David Larson Eli Saber Flatbed scanner simulation to analyze the effect of detector's size on color artifacts. 94010H 2015 Computational Imaging https://doi.org/10.1117/12.2083028 conf/cimaging/2015 db/conf/cimaging/cimaging2015.html#YousefhussienEP15 Rakshit Sunil Kothari Eli Saber Marvin Nelson Michael Stauffer Dave Bohan Kuldeep Shah Image enhancement for low resolution display panels. 939509 2015 Color Imaging: Displaying, Processing, Hardcopy, and Applications https://doi.org/10.1117/12.2078350 conf/clrimg/2015 db/conf/clrimg/clrimg2015.html#KothariSNSBS15 Sankaranaryanan Piramanayagam Eli Saber Nathan D. Cahill David Messinger Shot boundary detection and label propagation for spatio-temporal video segmentation. 94050D 2015 Image Processing: Machine Vision Applications https://doi.org/10.1117/12.2076661 conf/ei-ipmva/2015 db/conf/ei-ipmva/ei-ipmva2015.html#PiramanayagamSC15 Kuldeep Shah Eli Saber Kevin Verrier Improved metrology of implant lines on static images of textured silicon wafers using line integral method. 94050F 2015 Image Processing: Machine Vision Applications https://doi.org/10.1117/12.2084525 conf/ei-ipmva/2015 db/conf/ei-ipmva/ei-ipmva2015.html#ShahSV15 Yang Hu Eli Saber Sildomar T. Monteiro Nathan D. Cahill David W. Messinger Classification of hyperspectral images based on conditional random fields. 940510 2015 Image Processing: Machine Vision Applications https://doi.org/10.1117/12.2083374 conf/ei-ipmva/2015 db/conf/ei-ipmva/ei-ipmva2015.html#HuSMCM15 Sankaranarayanan Piramanayagam Patrick J. Cutler Wade Schwartzkopf Frederick W. Koehler Eli Saber Application of gradient based image segmentation to SAR imagery. 4316-4319 2015 IGARSS https://doi.org/10.1109/IGARSS.2015.7326781 conf/igarss/2015 db/conf/igarss/igarss2015.html#PiramanayagamCS15 Yang Hu Sildomar T. Monteiro Eli Saber Comparing inference methods for conditional random fields for hyperspectral image classification. 1-4 2015 WHISPERS https://doi.org/10.1109/WHISPERS.2015.8075374 conf/whispers/2015 db/conf/whispers/whispers2015.html#HuMS15 Robert P. Loce Eli Saber Video Surveillance and Transportation Imaging Applications 2015, San Francisco, California, USA, February 8-12, 2015 Video Surveillance and Transportation Imaging Applications SPIE Proceedings 9407 SPIE 2015 9781628414974 https://www.spiedigitallibrary.org/conference-proceedings-of-SPIE/9407.toc db/conf/ei-srv/ei-srv2015.html Jamison Whitesell Dorin Patru Eli Saber Gene Roylance Brad Larson Design for implementation of color image processing algorithms. 90150D 2014 Color Imaging: Displaying, Processing, Hardcopy, and Applications https://doi.org/10.1117/12.2040469 conf/clrimg/2014 db/conf/clrimg/clrimg2014.html#WhitesellPSRL14 Yue Wang Osborn de Lima Eli Saber Kurt R. Bengtson Improved Edge Directed Super-Resolution (EDSR) with hardware realization for surveillance, transportation, and multimedia applications. 902603 2014 Video Surveillance and Transportation Imaging Applications https://doi.org/10.1117/12.2042696 conf/ei-srv/2014 db/conf/ei-srv/ei-srv2014.html#WangLSB14 Yansong Liu Eli Saber Angela Glading María Helguera Measurement of blood flow velocity for in vivo video sequences with motion estimation methods. 90342W 2014 Image Processing https://doi.org/10.1117/12.2043255 https://www.wikidata.org/entity/Q60313935 conf/miip/2014 db/conf/miip/miip2014.html#LiuSGH14 Robert P. Loce Eli Saber Ned Lecky Video Surveillance and Transportation Imaging Applications 2014, San Francisco, California, USA, February 2-6, 2014 Video Surveillance and Transportation Imaging Applications SPIE Proceedings 9026 SPIE 2014 9780819499431 https://www.spiedigitallibrary.org/conference-proceedings-of-SPIE/9026.toc db/conf/ei-srv/ei-srv2014.html

Robert P. Loce Eli Saber Special Section Guest Editorial: Video Surveillance and Transportation Imaging. 041101 2013 22 J. Electronic Imaging 4 https://doi.org/10.1117/1.JEI.22.4.041101 db/journals/jei/jei22.html#LoceS13

Ryan Toukatly Dorin Patru Eli Saber Eric Peskin Gene Roylance Brad Larson Analysis of a color space conversion engine implemented using dynamic partial reconfiguration. 865204 2013 Color Imaging: Displaying, Processing, Hardcopy, and Applications https://doi.org/10.1117/12.2006250 conf/clrimg/2013 db/conf/clrimg/clrimg2013.html#ToukatlyPSPRL13 Osborn de Lima Sreenath Rao Vantaram Sankaranarayanan Piramanayagam Eli Saber Kurt R. Bengtson An edge directed super resolution technique for multimedia applications. 86630F 2013 Video Surveillance and Transportation Imaging Applications https://doi.org/10.1117/12.2005955 conf/ei-srv/2013 db/conf/ei-srv/ei-srv2013.html#LimaVPSB13 Mohammed Yousefhussien Kelley Garvin Diane Dalecki Eli Saber María Helguera Three-dimensional volume analysis of vasculature in engineered tissues. 86540C 2013 Visualization and Data Analysis https://doi.org/10.1117/12.2004765 conf/vda/2013 db/conf/vda/vda2013.html#YousefhussienGD13 Robert Paul Loce Eli Saber Video Surveillance and Transportation Imaging Applications 2013, Burlingame, California, USA, February 3-7, 2013 Video Surveillance and Transportation Imaging Applications SPIE Proceedings 8663 SPIE 2013 9780819494368 https://www.spiedigitallibrary.org/conference-proceedings-of-SPIE/8663.toc db/conf/ei-srv/ei-srv2013.html

Prudhvi Gurram Eli Saber Harvey E. Rhody Semiautomated system for three-dimensional modeling of buildings from aerial video. 013007 2012 21 J. Electronic Imaging 1 https://doi.org/10.1117/1.JEI.21.1.013007 db/journals/jei/jei21.html#GurramSR12

Tommy P. Keane Eli Saber Harvey E. Rhody Andreas E. Savakis Jeffrey Raj Practical image registration concerns overcome by the weighted and filtered mutual information metric. 023029 2012 21 J. Electronic Imaging 2 https://doi.org/10.1117/1.JEI.21.2.023029 db/journals/jei/jei21.html#KeaneSRSR12

M. Sezer Erkilinc Mustafa I. Jaber Eli Saber Peter Bauer Dejan Depalov Text, photo, and line extraction in scanned documents. 033006 2012 21 J. Electronic Imaging 3 https://doi.org/10.1117/1.JEI.21.3.033006 db/journals/jei/jei21.html#ErkilincJSBD12

Sreenath Rao Vantaram Eli Saber Survey of contemporary trends in color image segmentation. 040901 2012 21 J. Electronic Imaging 4 https://doi.org/10.1117/1.JEI.21.4.040901 db/journals/jei/jei21.html#VantaramS12

Eli Saber Message from the general chair. 2012 ICIP https://doi.org/10.1109/ICIP.2012.6467571 conf/icip/2012 db/conf/icip/icip2012.html#Saber12 Sreenath Rao Vantaram Eli Saber Unsupervised video segmentation by dynamic volume growing and multivariate volume merging using color-texture-gradient features. 305-308 2012 ICIP https://doi.org/10.1109/ICIP.2012.6466856 conf/icip/2012 db/conf/icip/icip2012.html#VantaramS12 Yang Hu Eli Saber Sohail A. Dianat Sreenath Rao Vantaram Vishwas Abhyankar An automatic approach for 3D registration of CT scans. 82951F 2012 Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications https://doi.org/10.1117/12.909322 conf/ipas/2012 db/conf/ipas/ipas2012.html#HuSDVA12 Sankaranaryanan Piramanayagam Eli Saber David Heavner Measurement of glucose concentration by image processing of thin film slides. 83144U 2012 Image Processing https://doi.org/10.1117/12.910978 conf/miip/2012 db/conf/miip/miip2012.html#PiramanayagamSH12 Alexander Mykyta Dorin Patru Eli Saber Gene Roylance Brad Larson Reconfigurable framework for high-bandwidth stream-oriented data processing. 177-183 2012 SoCC https://doi.org/10.1109/SOCC.2012.6398391 conf/socc/2012 db/conf/socc/socc2012.html#MykytaPSRL12 Sreenath Rao Vantaram Eli Saber An adaptive bayesian clustering and multivariate region merging based technique for efficient segmentation of color images. 1077-1080 2011 ICASSP https://doi.org/10.1109/ICASSP.2011.5946594 conf/icassp/2011 db/conf/icassp/icassp2011.html#VantaramS11 Sreenath Rao Vantaram Eli Saber Sohail A. Dianat Yang Hu Vishwas Abhyankar Semi-automatic 3-D segmentation of Computed Tomographic imagery by iterative gradient-driven volume growing. 2857-2860 2011 ICIP https://doi.org/10.1109/ICIP.2011.6116143 conf/icip/2011 db/conf/icip/icip2011.html#VantaramSDHA11 Sreenath Rao Vantaram Eli Saber David W. Messinger An intensity-gradient-texture guided methodology for spatial segmentation of remotely sensed multi/hyperspectral imagery. 2885-2888 2011 ICIP https://doi.org/10.1109/ICIP.2011.6116151 conf/icip/2011 db/conf/icip/icip2011.html#VantaramSM11 Tommy P. Keane Eli Saber Harvey E. Rhody Andreas E. Savakis Jeffrey Raj Unsupervised automated panorama creation for realistic surveillance scenes through weighted mutual information registration. 78700T 2011 Image Processing: Algorithms and Systems https://doi.org/10.1117/12.872161 conf/ipas/2011 db/conf/ipas/ipas2011.html#KeaneSRSR11 M. Sezer Erkilinc Mustafa I. Jaber Eli Saber Robert Pearson Line and streak detection on polished and textured surfaces using line integrals. 787008 2011 Image Processing: Algorithms and Systems https://doi.org/10.1117/12.872189 conf/ipas/2011 db/conf/ipas/ipas2011.html#ErkilincJSP11 Mustafa I. Jaber Eli Saber Image understanding algorithms for segmentation evaluation and region-of-interest identification using Bayesian networks. 80560J 2011 Visual Information Processing https://doi.org/10.1117/12.887046 conf/spieVIP/2011 db/conf/spieVIP/spieVIP2011.html#JaberS11

Sreenath Rao Vantaram Eli Saber Sohail A. Dianat Mark Q. Shaw Ranjit Bhaskar Multiresolution adaptive and progressive gradient-based color-image segmentation. 013001 2010 19 J. Electronic Imaging 1 https://doi.org/10.1117/1.3277150 db/journals/jei/jei19.html#VantaramSDSB10

Mustafa I. Jaber Eli Saber Probabilistic approach for extracting regions of interest in digital images. 023019 2010 19 J. Electronic Imaging 2 https://doi.org/10.1117/1.3455427 db/journals/jei/jei19.html#JaberS10

Prudhvi Gurram Eli Saber Harvey E. Rhody A Segment-Based Mesh Design for Building Parallel-Perspective Stereo Mosaics. 1256-1269 2010 48 IEEE Trans. Geosci. Remote. Sens. 3-1 https://doi.org/10.1109/TGRS.2009.2030671 db/journals/tgrs/tgrs48.html#GurramSR10

Xiaofeng Fan Harvey E. Rhody Eli Saber A Spatial-Feature-Enhanced MMI Algorithm for Multimodal Airborne Image Registration. 2580-2589 2010 48 IEEE Trans. Geosci. Remote. Sens. 6 https://doi.org/10.1109/TGRS.2010.2040390 db/journals/tgrs/tgrs48.html#FanRS10

Mustafa I. Jaber Sreenath Rao Vantaram Eli Saber A probabilistic framework for unsupervised evaluation and ranking of image segmentations. 1-6 2010 AIPR https://doi.org/10.1109/AIPR.2010.5759690 https://doi.ieeecomputersociety.org/10.1109/AIPR.2010.5759690 conf/aipr/2010 db/conf/aipr/aipr2010.html#JaberVS10 Mustafa I. Jaber Eli Saber Mark Q. Shaw Jim Hewitt A robust and fast approach for multiple image components stitching. 753209 2010 Image Processing: Algorithms and Systems https://doi.org/10.1117/12.839098 conf/ipas/2010 db/conf/ipas/ipas2010.html#JaberSSH10

Luis Garcia-Ugarriza Eli Saber Sreenath Rao Vantaram Vincent Amuso Mark Q. Shaw Ranjit Bhaskar Automatic Image Segmentation by Dynamic Region Growth and Multiresolution Merging. 2275-2288 2009 18 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2009.2025555 https://www.wikidata.org/entity/Q51616594 db/journals/tip/tip18.html#Garcia-UgarrizaSVASB09

Prudhvi Gurram Eli Saber Ferat Sahin Harvey E. Rhody Automated 3D object identification using Bayesian networks. 1-8 2009 AIPR https://doi.org/10.1109/AIPR.2009.5466289 https://doi.ieeecomputersociety.org/10.1109/AIPR.2009.5466289 conf/aipr/2009 db/conf/aipr/aipr2009.html#GurramSSR09 Sreenath Rao Vantaram Eli Saber Vincent Amuso Mark Q. Shaw Ranjit Bhaskar Unsupervised image segmentation by automatic gradient thresholding for dynamic region growth in the CIE L*a*b* color space. 724019 2009 Human Vision and Electronic Imaging https://doi.org/10.1117/12.805416 conf/hvei/2009 db/conf/hvei/hvei2009.html#VantaramSASB09 Sreenath Rao Vantaram Eli Saber Sohail A. Dianat Mark Q. Shaw Ranjit Bhaskar An adaptive and progressive approach for efficient Gradient-based multiresolution color image segmentation. 2369-2372 2009 ICIP https://doi.org/10.1109/ICIP.2009.5413411 conf/icip/2009 db/conf/icip/icip2009.html#VantaramSDSB09 Siddharth Khullar Eli Saber Sohail A. Dianat Jeff Trask Robert Lawton Mark Q. Shaw Automatic Multi-resolution Spatio-Frequency Analysis for Print Mottle Evaluation. 95-100 2009 CIC https://doi.org/10.2352/CIC.2009.17.1.art00018 conf/imaging/2009 db/conf/imaging/cic2009.html#KhullarSDTLS09 Mustafa I. Jaber Eli Saber Ferat Sahin Extraction of memory colors using Bayesian Networks. 1-6 2009 SoSE https://ieeexplore.ieee.org/document/5282306/ conf/sysose/2009 db/conf/sysose/sysose2009.html#JaberSS09 Prashanth Balasubramanian Eli Saber Vladimir Misic Eric Peskin Mark Q. Shaw Unsupervised color image segmentation using a dynamic color gradient thresholding algorithm. 68061H 2008 Human Vision and Electronic Imaging https://doi.org/10.1117/12.766184 conf/hvei/2008 db/conf/hvei/hvei2008.html#Balasubramanian08 Luis Garcia-Ugarriza Eli Saber Vincent Amuso Mark Q. Shaw Ranjit Bhaskar Automatic color image segmentation by dynamic region growth and multimodal merging of color and texture information. 961-964 2008 ICASSP https://doi.org/10.1109/ICASSP.2008.4517771 conf/icassp/2008 db/conf/icassp/icassp2008.html#Garcia-UgarrizaSASB08 Xiaofeng Fan Harvey E. Rhody Eli Saber A Novel Feature Enhanced MMI Based Registration Algorithm for Automated Maps and Images. II:1108-1111 2008 IGARSS (2) https://doi.org/10.1109/IGARSS.2008.4779193 conf/igarss/2008 db/conf/igarss/igarss2008.html#FanRS08 Mustafa I. Jaber Eli Saber Sohail A. Dianat Mark Q. Shaw Ranjit Bhaskar Identification and ranking of relevant image content. 68120 2008 Image Processing: Algorithms and Systems https://doi.org/10.1117/12.753609 conf/ipas/2008 db/conf/ipas/ipas2008.html#JaberSDSB08

Vladimir Misic Varsha Sampath Yan Yu Eli Saber Prostate boundary detection and volume estimation using TRUS images for brachytherapy applications. 87-98 2007 2 Int. J. Comput. Assist. Radiol. Surg. 2 https://doi.org/10.1007/s11548-007-0120-6 db/journals/cars/cars2.html#MisicSYS07

Onome Augustine Ugbeme Eli Saber Wencheng Wu Kartheek Chandu Automated algorithm for the identification of artifacts in mottled and noisy images. 033015 2007 16 J. Electronic Imaging 3 https://doi.org/10.1117/1.2761920 db/journals/jei/jei16.html#UgbemeSWC07

Hector Santos Rosario Eli Saber Wencheng Wu Kartheek Chandu Streak detection in mottled and noisy images. 043005 2007 16 J. Electronic Imaging 4 https://doi.org/10.1117/1.2816444 db/journals/jei/jei16.html#RosarioSWC07

Prudhvi Gurram Stephen R. Lach Eli Saber Harvey E. Rhody John P. Kerekes 3D Scene Reconstruction through a Fusion of Passive Video and Lidar Imagery. 133-138 2007 AIPR https://doi.org/10.1109/AIPR.2007.17 https://doi.ieeecomputersociety.org/10.1109/AIPR.2007.17 conf/aipr/2007 db/conf/aipr/aipr2007.html#GurramLSRK07 Manoj Kumar Masthan Reddy Vladimir Misic Eli Saber Jeff Trask A New Adaptive Edge Enhancement Algorithm for Color Laser Printers. 393-396 2007 ICASSP (2) https://doi.org/10.1109/ICASSP.2007.366255 conf/icassp/2007 db/conf/icassp/icassp2007.html#ReddyMST07 Kartheek Chandu Eli Saber Wencheng Wu A Mutual Information Based Automatic Registration and Analysis Algorithm for Defect Identification in Printed Documents. 449-452 2007 ICIP (3) https://doi.org/10.1109/ICIP.2007.4379343 conf/icip/2007 db/conf/icip/icip2007-3.html#ChanduSW07 Xiaofeng Fan Harvey E. Rhody Eli Saber A harris corner label enhanced MMI algorithm for multi-modal airborne image registration. 420-424 2007 conf/visapp/2007-1 VISAPP (1) db/conf/visapp/visapp2007-1.html#FanRS07 Varsha Sampath Vladimir Misic Eli Saber Haisong Liu Yan Yu Seed Localization Using Trus and Gre Based Gaussian Fil Tering For Brachytherapy Applications. 1008-1011 2006 ICASSP (2) https://doi.org/10.1109/ICASSP.2006.1660516 conf/icassp/2006 db/conf/icassp/icassp2006.html#SampathMSLY06 Mustafa Husain Eli Saber Vladimir Misic Stephen P. Joralemon Dynamic Object Tracking by Partial Shape Matching for Video Surveillance Applications. 2405-2408 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.312947 db/conf/icip/icip2006.html#HusainSMJ06

Eli Saber Yaowu Xu A. Murat Tekalp Partial shape recognition by sub-matrix matching for partial matching guided image labeling. 1560-1573 2005 38 Pattern Recognit. 10 https://doi.org/10.1016/j.patcog.2005.03.027 https://www.wikidata.org/entity/Q118188267 db/journals/pr/pr38.html#SaberXT05

H. Joel Trussell Eli Saber Michael J. Vrhel Color image processing [basics and special issue overview]. 14-22 2005 22 IEEE Signal Process. Mag. 1 https://doi.org/10.1109/MSP.2005.1407711 db/journals/spm/spm22.html#TrussellSV05

Michael J. Vrhel Eli Saber H. Joel Trussell Color image generation and display technologies. 23-33 2005 22 IEEE Signal Process. Mag. 1 https://doi.org/10.1109/MSP.2005.1407712 db/journals/spm/spm22.html#VrhelST05

Eli Saber Sohail A. Dianat Lalit K. Mestha Perry Y. Li DSP utilization in digital color printing. 104-109 2005 22 IEEE Signal Process. Mag. 4 https://doi.org/10.1109/MSP.2005.1458303 db/journals/spm/spm22.html#SaberDML05

Mehmet Utku Celik Gaurav Sharma 0001 A. Murat Tekalp Eli Saber Lossless generalized-LSB data embedding. 253-266 2005 14 IEEE Trans. Image Process. 2 https://doi.org/10.1109/TIP.2004.840686 https://www.wikidata.org/entity/Q30982310 db/journals/tip/tip14.html#CelikSTS05

Xiaofeng Fan Harvey E. Rhody Eli Saber Automatic Registration of Multi-Sensor Airborne Imagery. 81-86 2005 conf/aipr/2005 AIPR https://doi.org/10.1109/AIPR.2005.21 https://doi.ieeecomputersociety.org/10.1109/AIPR.2005.21 db/conf/aipr/aipr2005.html#FanRS05 Eli Saber Yaowu Xu A. Murat Tekalp Object Recognition by Partial Shape Matching Guided Search. 145-148 2005 ICASSP (2) https://doi.org/10.1109/ICASSP.2005.1415362 https://www.wikidata.org/entity/Q118188266 conf/icassp/2005 db/conf/icassp/icassp2005.html#SaberXT05 Kalpesh P. Modi Ferat Sahin Eli Saber An application of human robot interaction: development of a ping-pong playing robotic arm. 1831-1836 2005 SMC https://doi.org/10.1109/ICSMC.2005.1571413 conf/smc/2005 db/conf/smc/smc2005.html#ModiSS05

Yaowu Xu Eli Saber A. Murat Tekalp Dynamic learning from multiple examples for semantic object segmentation and search. 334-353 2004 95 Comput. Vis. Image Underst. 3 https://doi.org/10.1016/j.cviu.2004.04.003 https://www.wikidata.org/entity/Q118188274 db/journals/cviu/cviu95.html#XuST04

Yaowu Xu Eli Saber A. Murat Tekalp Semantic object segmentation by dynamic learning from multiple examples. 561-564 2004 ICASSP (3) https://doi.org/10.1109/ICASSP.2004.1326606 conf/icassp/2004 db/conf/icassp/icassp2004.html#XuST04

Yaowu Xu Pinar Duygulu Eli Saber A. Murat Tekalp Fatos T. Yarman-Vural Object-based image labeling through learning by example and multi-level segmentation. 1407-1423 2003 36 Pattern Recognit. 6 https://doi.org/10.1016/S0031-3203(02)00250-9 https://www.wikidata.org/entity/Q118188285 db/journals/pr/pr36.html#XuDSTY03

Yaowu Xu Eli Saber A. Murat Tekalp Object segmentation and labeling by learning from examples. 627-638 2003 12 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2003.810595 https://www.wikidata.org/entity/Q50084081 db/journals/tip/tip12.html#XuST03

Mehmet Utku Celik Gaurav Sharma 0001 A. Murat Tekalp Eli Saber Localized lossless authentication watermark (LAW). 689-698 2003 Security and Watermarking of Multimedia Contents https://doi.org/10.1117/12.477312 https://www.wikidata.org/entity/Q57678002 conf/sswmc/2003 db/conf/sswmc/swmc2003.html#Celik0TS03

Mehmet Utku Celik Gaurav Sharma 0001 Eli Saber A. Murat Tekalp Hierarchical watermarking for secure image authentication with localization. 585-595 2002 11 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2002.1014990 https://www.wikidata.org/entity/Q80618462 db/journals/tip/tip11.html#CelikSST02

Mehmet Utku Celik Gaurav Sharma 0001 Eli Saber A. Murat Tekalp Reversible data hiding. 157-160 2002 conf/icip/2002 ICIP (2) db/conf/icip/icip2002-2.html#CelikSST02 https://doi.org/10.1109/ICIP.2002.1039911 https://www.wikidata.org/entity/Q57678063 Mehmet Utku Celik Gaurav Sharma 0001 A. Murat Tekalp Eli Saber Video authentication with self-recovery. 531-541 2002 Security and Watermarking of Multimedia Contents https://doi.org/10.1117/12.465311 https://www.wikidata.org/entity/Q57678045 conf/sswmc/2002 db/conf/sswmc/swmc2002.html#Celik0TS02 Mehmet Utku Celik Gaurav Sharma 0001 Eli Saber A. Murat Tekalp A hierarchical image authentication watermark with improved localization and security. 502-505 2001 conf/icip/2001 ICIP (2) https://doi.org/10.1109/ICIP.2001.958538 https://www.wikidata.org/entity/Q57678087 db/conf/icip/icip2001-2.html#CelikSST01 Yaowu Xu Eli Saber A. Murat Tekalp Shape matching of partially occluded objects for image retrieval using hierarchical content description. 86-96 2001 Storage and Retrieval for Media Databases https://doi.org/10.1117/12.410977 https://www.wikidata.org/entity/Q118192214 conf/spieSR/2001 db/conf/spieSR/spieSR2001.html#XuST01 Mehmet Utku Celik Eli Saber Gaurav Sharma 0001 A. Murat Tekalp Analysis of feature-based geometry-invariant watermarking. 261-268 2001 Security and Watermarking of Multimedia Contents https://doi.org/10.1117/12.435407 https://www.wikidata.org/entity/Q57678071 conf/sswmc/2001 db/conf/sswmc/swmc2001.html#CelikS0T01 Yaowu Xu Pinar Duygulu Eli Saber A. Murat Tekalp Fatos T. Yarman-Vural Object based image retrieval based on multi-level segmentation. 2019-2022 2000 ICASSP https://doi.org/10.1109/ICASSP.2000.859229 https://doi.ieeecomputersociety.org/10.1109/ICASSP.2000.859229 https://www.wikidata.org/entity/Q118192218 conf/icassp/2000 db/conf/icassp/icassp2000.html#XuDSTY00 Yaowu Xu Eli Saber A. Murat Tekalp Image Retrieval Through Shape Matching of Partially Occluded Objects Using Hierarchical Content Description. 2000 conf/icip/2000 ICIP db/conf/icip/icip2000.html#XuST00 https://doi.org/10.1109/ICIP.2000.900895 73-76 Yaowu Xu Eli Saber A. Murat Tekalp Object-based image retrieval through learning from user search patterns and profiles. 234-242 2000 Storage and Retrieval for Media Databases https://doi.org/10.1117/12.373554 conf/spieSR/2000 db/conf/spieSR/spieSR2000.html#XuST00

Minghui Xia Eli Saber Gaurav Sharma 0001 A. Murat Tekalp End-to-end color printer calibration by total least squares regression. 700-716 1999 8 IEEE Trans. Image Process. 5 https://doi.org/10.1109/83.760337 https://www.wikidata.org/entity/Q47919465 db/journals/tip/tip8.html#XiaSST99

Yaowu Xu Eli Saber A. Murat Tekalp Object Formation by Learning in Visual Databases Using Hierarchical Content Description. 595-599 1999 conf/icip/1999 ICIP (2) db/conf/icip/icip1999-2.html#XuST99 https://doi.org/10.1109/ICIP.1999.822964

Eli Saber A. Murat Tekalp Integration of color, edge, shape, and texture features for automatic region-based image annotation and retrieval. 684-700 1998 7 J. Electronic Imaging 3 https://doi.org/10.1117/1.482605 db/journals/jei/jei7.html#SaberT98

Eli Saber A. Murat Tekalp Frontal-view face detection and facial feature extraction using color, shape and symmetry based cost functions. 669-680 1998 19 Pattern Recognit. Lett. 8 https://doi.org/10.1016/S0167-8655(98)00044-0 https://www.wikidata.org/entity/Q114830313 db/journals/prl/prl19.html#SaberT98

Minghui Xia Eli Saber A. Murat Tekalp Gaurav Sharma 0001 Adaptive color rendering for images containing flesh-tone content. 173-181 1998 Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts https://doi.org/10.1117/12.298278 https://www.wikidata.org/entity/Q57678114 conf/clrimg/1998 db/conf/clrimg/clrimg1998.html#XiaST098 Minghui Xia Eli Saber Gaurav Sharma 0001 A. Murat Tekalp Ronald Sosinski Total Least Square Techniques in Color Printer Characterization. 69-73 1998 conf/icip/1998 ICIP (2) db/conf/icip/icip1998-2.html#XiaSSTS98 https://doi.org/10.1109/ICIP.1998.723319 https://doi.ieeecomputersociety.org/10.1109/ICIP.1998.723319 https://www.wikidata.org/entity/Q57678131

Eli Saber A. Murat Tekalp Gozde Bozdagi Fusion of color and edge information for improved segmentation and edge linking. 769-780 1997 15 Image Vis. Comput. 10 https://doi.org/10.1016/S0262-8856(97)00019-X db/journals/ivc/ivc15.html#SaberTB97

Eli Saber A. Murat Tekalp Region-Based Shape Matching for Automatic Image Annotation and Query-by-Example. 3-20 1997 8 J. Vis. Commun. Image Represent. 1 https://doi.org/10.1006/jvci.1997.0344 db/journals/jvcir/jvcir8.html#SaberT97

Eli Saber A. Murat Tekalp Reiner Eschbach Keith T. Knox Automatic Image Annotation Using Adaptive Color Classification. 115-126 1996 58 CVGIP Graph. Model. Image Process. 2 db/journals/cvgip/cvgip58.html#SaberTEK96 https://doi.org/10.1006/gmip.1996.0010 https://www.wikidata.org/entity/Q118192240

Eli Saber A. Murat Tekalp Region-based image annotation using color and texture cues. 1-4 1996 EUSIPCO https://ieeexplore.ieee.org/document/7082912/ conf/eusipco/1996 db/conf/eusipco/eusipco1996.html#SaberT96 Eli Saber A. Murat Tekalp Gozde Bozdagi Fusion of color and edge information for improved segmentation and edge linking. 2176-2179 1996 ICASSP https://doi.org/10.1109/ICASSP.1996.545851 https://doi.ieeecomputersociety.org/10.1109/ICASSP.1996.545851 conf/icassp/1996 db/conf/icassp/icassp1996.html#SaberTB96 Eli Saber A. Murat Tekalp Integration of color, shape, and texture for image annotation and retrieval. 851-854 1996 ICIP (3) https://doi.org/10.1109/ICIP.1996.560886 conf/icip/1996 db/conf/icip/icip1996-3.html#SaberT96 Eli Saber A. Murat Tekalp Face detection and facial feature extraction using color, shape and symmetry-based cost functions. 654-658 1996 ICPR https://doi.org/10.1109/ICPR.1996.547027 https://doi.ieeecomputersociety.org/10.1109/ICPR.1996.547027 https://www.wikidata.org/entity/Q118192241 conf/icpr/1996 db/conf/icpr/icpr1996.html#SaberT96 Vishwas Abhyankar Gozde Bozdagi AkarGozde Bozdagi Vincent Amuso Muhammad Salman AsifM. Salman Asif Prashanth Balasubramanian Peter Bauer Kurt R. Bengtson Ranjit Bhaskar Dave Bohan Brent M. Bradburn Nathan D. Cahill Mehmet Utku Celik Dimitris G. Chachlakis Kartheek Chandu Patrick J. Cutler Diane Dalecki David C. Day Dejan Depalov Mayur Dhanaraj Sohail A. Dianat Pinar Duygulu Roger L. Easton Jr. M. Sezer Erkilinc Reiner Eschbach Xiaofeng Fan Luis Garcia-Ugarriza Kelley Garvin Utsav B. Gewali Angela Glading Prudhvi Gurram Jamison Heard David Heavner María Helguera Jim Hewitt Yang Hu Mustafa Husain Mustafa I. Jaber Shruty Janakiraman Jobin Jmathew Stephen P. Joralemon Srivallabha Karnam Tommy P. Keane George Kerby John P. Kerekes Siddharth Khullar Keith T. Knox Frederick W. Koehler Rakshit Sunil Kothari Stephen R. Lach Brad Larson David Larson Robert Lawton Perry Lea Ned Lecky Jesse D. Lew Perry Y. Li Yilong Liang Osborn de Lima Haisong Liu Yansong Liu Robert P. LoceRobert Paul Loce Panos P. Markopoulos Kevin Merrill David Messinger David W. Messinger Lalit K. Mestha Vladimir Misic Kalpesh P. Modi Sildomar T. Monteiro Alexander Mykyta Marvin Nelson Dorin Patru Robert Pearson Eric Peskin Sankaranarayanan PiramanayagamSankaranaryanan Piramanayagam Ashley Prater-Bennette Raymond W. Ptucha Jeffrey Raj Manoj Kumar Masthan Reddy Harvey E. Rhody Hector Santos Rosario Gene Roylance Ferat Sahin Varsha Sampath Andreas E. Savakis Wade Schwartzkopf Kuldeep Shah Gaurav Sharma 0001 Manish Sharma Mark Q. Shaw Saurav Singh Ronald Sosinski Michael Stauffer A. Murat Tekalp Ryan Toukatly Jeff Trask H. Joel Trussell Roger Twede Onome Augustine Ugbeme Sreenath Rao Vantaram Kevin Verrier Michael J. Vrhel Jerry K. Wagner Yue Wang Jamison Whitesell Wencheng Wu Minghui Xia Yaowu Xu Fatos T. Yarman-Vural Mohammed Yousefhussien Yan Yu