Gady Agam

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 30

Top Venues

CoRR

Computational Imaging

ICIP

ICPR

Publications

Lawrence Amadi, Gady Agam
PosturePose: Optimized Posture Analysis for Semi-Supervised Monocular 3D Human Pose Estimation. Sensors 23 (24) (2023)
Lawrence Amadi, Gady Agam
Weakly Supervised 2D Pose Adaptation and Body Part Segmentation for Concealed Object Detection. Sensors 23 (4) (2023)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Semi-supervised Dual-Domain Adaptation for Semantic Segmentation. ICPR (2022)
Lawrence Amadi, Gady Agam
Boosting the Performance of Weakly-Supervised 3d Human Pose Estimators With Pose Prior Regularizers. ICIP (2022)
Kaiyue Zhu, Ying Chen, Xu Ouyang, Gregory White, Gady Agam
Fully RNN for knee ligament tear classification and localization in MRI scans. Computational Imaging (2022)
Grant Nikseresht, Gady Agam, Konstantinos Arfanakis
End-to-End Task-Guided Refinement of Synthetic Images for Data Efficient Cerebral Microbleed Detection. ICPR (2022)
Lawrence Amadi, Gady Agam
2D-Pose Based Human Body Segmentation for Weakly-Supervised Concealed Object Detection in Backscatter Millimeter-Wave Images. ICPR Workshops (1) (2022)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Semi-supervised Domain Adaptation for Semantic Segmentation. CoRR (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation. GeoAI@SIGSPATIAL (2021)
Xu Ouyang, Ying Chen, Gady Agam
Accelerated WGAN update strategy with loss change rate balancing. WACV (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
ComplexMix: Semi-Supervised Semantic Segmentation Via Mask-Based Data Augmentation. ICIP (2021)
Silviu S. Andrei, Gady Agam
Unsupervised Learning Of Visual Odometry Using Direct Motion Modeling. ICIP (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Mask-based Data Augmentation for Semi-supervised Semantic Segmentation. CoRR (2021)
Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam
Domain Adaptation of Semantic Segmentation for Aerial Images. CoRR (2020)
Rodrigo Aranguren Carmona, Gady Agam, Thomas Irving
Background subtraction in diffraction X-ray images using deep CNN. Computational Imaging (2020)
Xu Ouyang, Gady Agam
Adaptive WGAN with loss change rate balancing. CoRR (2020)
Dinanath Sulakhe, Mark D'Souza, Sheng Wang, Sandhya Balasubramanian, Prashanth Athri, Bingqing Xie, Stefan Canzar, Gady Agam, T. Conrad Gilliam, Natalia Maltsev
Exploring the functional impact of alternative splicing on human protein isoforms using available annotation sources. Briefings Bioinform. 20 (5) (2019)
Ying Chen, Xu Ouyang, Gady Agam
ChangeNet: Learning to Detect Changes in Satellite Images. GeoAI@SIGSPATIAL (2019)
Xu Ouyang, Xi Zhang, Di Ma, Gady Agam
Generating Image Sequence from Description with LSTM Conditional GAN. CoRR (2018)
Xu Ouyang, Xi Zhang, Di Ma, Gady Agam
Generating Image Sequence from Description with LSTM Conditional GAN. ICPR (2018)
Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask. CoRR (2018)
Ying Chen, Xu Ouyang, Gady Agam
MFCNET: End-to-End Approach for Change Detection in Images. ICIP (2018)
Xi Zhang, Yanwei Fu, Shanshan Jiang, Xiangyang Xue, Yu-Gang Jiang, Gady Agam
Stacked multichannel autoencoder - an efficient way of learning from synthetic data. Multim. Tools Appl. 77 (20) (2018)
Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask. IJCAI (2018)
Di Ma, Xi Zhang, Xu Ouyang, Gady Agam
Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks. ICMLA (2017)
Di Ma, Xi Zhang, Xu Ouyang, Gady Agam
Lecture video indexing using boosted margin maximizing neural networks. CoRR (2017)
Xi Zhang, Di Ma, Lin Gan, Shanshan Jiang, Gady Agam
CGMOS: Certainty Guided Minority OverSampling. CIKM (2016)
Dinanath Sulakhe, Bingqing Xie, Andrew Taylor, Mark D'Souza, Sandhya Balasubramanian, Somaye Hashemifar, Steven White, Utpal J. Dave, Gady Agam, Jinbo Xu, Sheng Wang, T. Conrad Gilliam, Natalia Maltsev
Lynx: a knowledge base and an analytical workbench for integrative medicine. Nucleic Acids Res. 44 (Database-Issue) (2016)
Lin Gan, Gady Agam
Gradient Enhanced Image Pyramid for Improved Nonlinear Image Registration. Computational Imaging (2016)
Xi Zhang, Di Ma, Lin Gan, Shanshan Jiang, Gady Agam
CGMOS: Certainty Guided Minority OverSampling. CoRR (2016)
Di Ma, Gady Agam
Enhanced features for supervised lecture video segmentation and indexing. IMAWM (2015)
Xi Zhang, Yanwei Fu, Shanshan Jiang, Leonid Sigal, Gady Agam
Learning from Synthetic Data Using a Stacked Multichannel Autoencoder. ICMLA (2015)
Guangyao Ma, Manishankar Janakaraj, Gady Agam
Door and window image-based measurement using a mobile device. MOBMU (2015)
Lin Gan, Gady Agam
Piecewise nonlinear image registration using DCT basis functions. Medical Imaging: Image Processing (2015)
Xi Zhang, Yanwei Fu, Andi Zang, Leonid Sigal, Gady Agam
Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder. CoRR (2015)
Lin Gan, Gady Agam
Regularized image registration with line search optimization. Computational Imaging (2015)
Xi Zhang, Yanwei Fu, Shanshan Jiang, Leonid Sigal, Gady Agam
Learning from Synthetic Data Using a Stacked Multichannel Autoencoder. CoRR (2015)
Bingqing Xie, Gady Agam, Sandhya Balasubramanian, Jinbo Xu, T. Conrad Gilliam, Natalia Maltsev, Daniela Börnigen
Disease Gene Prioritization Using Network and Feature. J. Comput. Biol. 22 (4) (2015)
Come Genetet, Gady Agam
Evolving background recovery in lecture videos. IMAWM (2014)
Xi Zhang, Andi Zang, Gady Agam, Xin Chen
Learning from synthetic models for roof style classification in point clouds. SIGSPATIAL/GIS (2014)
Xi Zhang, Gady Agam, Xin Chen
Alignment of 3D Building Models with Satellite Images Using Extended Chamfer Matching. CVPR Workshops (2014)
Di Ma, Bingqing Xie, Gady Agam
A machine learning based lecture video segmentation and indexing algorithm. DRR (2014)
Haithum Elhadi, Gady Agam
Structure and attributes community detection: comparative analysis of composite, ensemble and selection methods. SNAKDD (2013)
Haithum Elhadi, Gady Agam
Structure and attributes community detection benchmark and a novel selection method. ASONAM (2013)
Di Ma, Gady Agam
A super resolution framework for low resolution document image OCR. DRR (2013)
Tayo Obafemi-Ajayi, Gady Agam
Goal-oriented evaluation of binarization algorithms for historical document images. DRR (2013)
Bingqing Xie, Gady Agam, Natalia Maltsev, T. Conrad Gilliam
Conditional Random Field for Candidate Gene Prioritization. BCB (2013)
Tayo Obafemi-Ajayi, Gady Agam, Bingqing Xie
Ensemble methods with simple features for document zone classification. DRR (2012)
Bingqing Xie, Gady Agam, Dinanath Sulakhe, Natalia Maltsev, Bhadrachalam Chitturi, T. Conrad Gilliam
Prediction of candidate genes for neuropsychiatric disorders using feature-based enrichment. BCB (2012)
Xi Zhang, Gady Agam
A learning-based approach for automated quality assessment of computer-rendered images. IQSP (2012)
Tayo Obafemi-Ajayi, Gady Agam
Character-Based Automated Human Perception Quality Assessment in Document Images. IEEE Trans. Syst. Man Cybern. Part A 42 (3) (2012)
Shizhu Liu, Gady Agam, David A. Grossman
Generalized Sentiment-Bearing Expression Features for Sentiment Analysis. COLING (Posters) (2012)
Di Ma, Gady Agam
Lecture video segmentation and indexing. DRR (2012)
Lin Gan, Gady Agam
Efficient nonlinear DTI registration using DCT basis functions. CVPR Workshops (2011)
Binqing Xie, Gady Agam
Boosting based text and non-text region classification. DRR (2011)
Tayo Obafemi-Ajayi, Gady Agam
Statistical multi-resolution schemes for historical document binarization. DRR (2011)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Historical document enhancement using LUT classification. Int. J. Document Anal. Recognit. 13 (1) (2010)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Evaluation of human perception of degradation in document images. DRR (2010)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Learning shape features for document enhancement. DRR (2010)
Huiling Peng, Anton Orlichenko, Robert J. Dawe, Gady Agam, Shengwei Zhang, Konstantinos Arfanakis
Corrigendum to "Development of a human brain diffusion tensor template" [NeuroImage 46 (2009) 967-980]. NeuroImage 49 (4) (2010)
Huiling Peng, Anton Orlichenko, Robert J. Dawe, Gady Agam, Shengwei Zhang, Konstantinos Arfanakis
Development of a human brain diffusion tensor template. NeuroImage 46 (4) (2009)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Efficient shape-LUT classification for document image restoration. DRR (2009)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Ensemble LUT classification for degraded document enhancement. DRR (2008)
Bart Dolega, Gady Agam, Shlomo Argamon
Stroke frequency descriptors for handwriting-based writer identification. DRR (2008)
Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder
Efficient MRF approach to document image enhancement. ICPR (2008)
G. Bal, Gady Agam, Ophir Frieder, Gideon Frieder
Interactive degraded document enhancement and ground truth generation. DRR (2008)
Gady Agam, Ravinder Singh
Efficient subdivision-based image and volume warping. CVPR (2008)
Chang-Hua Wu, Gady Agam, Peter Stanchev
A Hybrid Filtering Approach to Retinal Vessel Segmentation. ISBI (2007)
Gady Agam, Suneel Suresh
Warping-Based Offline Signature Recognition. IEEE Trans. Inf. Forensics Secur. 2 (3-1) (2007)
Chang-Hua Wu, Gady Agam, Peter Stanchev
A general framework for vessel segmentation in retinal images. CIRA (2007)
Chang-Hua Wu, Gady Agam
Probabilistic retinal vessel segmentation. Medical Imaging: Image Processing (2007)
Gady Agam, Suneel Suresh
Shape matching through particle dynamics warping. CVPR (2007)
Gady Agam, G. Bal, Gideon Frieder, Ophir Frieder
Degraded document image enhancement. DRR (2007)
Gady Agam, Suneel Suresh
Particle DynamicsWarping Approach for Offline Signature Recognition. CVPR Workshops (2006)
Shlomo Argamon, Gady Agam, Ophir Frieder, David A. Grossman, David D. Lewis, G. Sohn, Ellen M. Voorhees
A complex document information processing prototype. SIGIR (2006)
Changhua Wu, Gady Agam
Vessel-based registration with application to nodule detection in thoracic CT scans. Medical Imaging: Image Processing (2006)
David D. Lewis, Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, Jefferson Heard
Building a test collection for complex document information processing. SIGIR (2006)
Sargur N. Srihari, Shravya Shetty, Siyuan Chen, Harish Srinivasan, Chen Huang, Gady Agam, Ophir Frieder
Document Image Retrieval using Signatures as Queries. DIAL (2006)
Gady Agam, Daniel Weiss, Mandar Soman, Konstantinos Arfanakis
Probabilistic Brain Lesion Segmentation in DT-MRI. ICIP (2006)
Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, David D. Lewis
Complex document information processing: prototype, test collection, and evaluation. DRR (2006)
Changhua Wu, Gady Agam
Probabilistic nodule filtering in thoracic CT scans. Medical Imaging: Image Processing (2006)
Gady Agam, Samuel G. Armato III, Changhua Wu
Vessel tree reconstruction in thoracic CT scans with application to nodule detection. IEEE Trans. Medical Imaging 24 (4) (2005)
Gady Agam, Changhua Wu
Expectation maximization approach to vessel enhancement in thoracic CT scans. Medical Imaging: Image Processing (2005)
Gady Agam, Xiaojing Tang
Accurate Principal Directions Estimation in Discrete Surfaces. 3DIM (2005)
Gady Agam, Changhua Wu
Probabilistic Modeling-Based Vessel Enhancement in Thoracic CT Scans. CVPR (2) (2005)
Gady Agam, Xiaojing Tang
A Sampling Framework for Accurate Curvature Estimation in Discrete Surfaces. IEEE Trans. Vis. Comput. Graph. 11 (5) (2005)
Jean-Sebastien Perrier, Gady Agam, Paul Cohen
Texture-based physically correct triangulation of sparsely matched points with application to view synthesis. J. Electronic Imaging 13 (4) (2004)
Changhua Wu, Gady Agam, Arunabha Shasanka Roy, Samuel G. Armato
Regulated morphology approach to fuzzy shape analysis with application to blood vessel extraction in thoracic CT scans. Medical Imaging: Image Processing (2004)
Changhua Wu, Gady Agam
Document Image De-warping for Text/Graphics Recognition. SSPR/SPR (2002)
Gady Agam, Changhua Wu
Structural Rectification of Non-planar Document Images: Application to Graphics Recognition. GREC (2001)
Gady Agam, Its'hak Dinstein
Compound Regulated Morphological Operations and Their Application to the Analysis of Line-Drawings. GREC (1999)
Gady Agam, Its'hak Dinstein
Regulated morphological operations. Pattern Recognit. 32 (6) (1999)
Gady Agam, Its'hak Dinstein
Efficient Implementation of Regulated Morphological Operations Based on Directional Interval Coding. SSPR/SPR (1998)
Gady Agam, Its'hak Dinstein
Directional Decomposition of Line-Drawing Images Based on Regulated Morphological Operations. GREC (1997)
Gady Agam, Its'hak Dinstein
Geometric Separation of Partially Overlapping Nonrigid Objects Applied to Automatic Chromosome Classification. IEEE Trans. Pattern Anal. Mach. Intell. 19 (11) (1997)
Gady Agam, Its'hak Dinstein
Adaptive Directional Morphology with Application to Document Analysis. ISMM (1996)
Gady Agam, Its'hak Dinstein
Generalized Morphological Operators Applied to Map-Analysis. SSPR (1996)
Gady Agam, Its'hak Dinstein
Directional processing of line-drawing images based on adaptive morphological operations. ICASSP (1996)
Huizhu Luo, Gady Agam, Its'hak Dinstein
Directional mathematical morphology approach for line thinning and extraction of character strings from maps and line drawings. ICDAR (1995)
Gady Agam, Huizhu Luo, Its'hak Dinstein
Morphological Approach for Dashed Lines Detection. GREC (1995)

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Publication Activity (10 Years)

Top Topics

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Gady Agam