Gady Agam

According to our database, Gady Agam authored at least 96 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

PosturePose: Optimized Posture Analysis for Semi-Supervised Monocular 3D Human Pose Estimation.

Lawrence Amadi, Gady Agam

Sensors, December, 2023

Weakly Supervised 2D Pose Adaptation and Body Part Segmentation for Concealed Object Detection.

Lawrence Amadi, Gady Agam

Sensors, February, 2023

2022

End-to-End Task-Guided Refinement of Synthetic Images for Data Efficient Cerebral Microbleed Detection.

Grant Nikseresht, Gady Agam, Konstantinos Arfanakis

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Semi-supervised Dual-Domain Adaptation for Semantic Segmentation.

Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2D-Pose Based Human Body Segmentation for Weakly-Supervised Concealed Object Detection in Backscatter Millimeter-Wave Images.

Lawrence Amadi, Gady Agam

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Boosting the Performance of Weakly-Supervised 3d Human Pose Estimators With Pose Prior Regularizers.

Lawrence Amadi, Gady Agam

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Fully RNN for knee ligament tear classification and localization in MRI scans.

Kaiyue Zhu, Ying Chen, Xu Ouyang, Gregory White, Gady Agam

Proceedings of the Computational Imaging XX, online, January 15-26, 2022, 2022

2021

Semi-supervised Domain Adaptation for Semantic Segmentation.

Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam

CoRR, 2021

Mask-based Data Augmentation for Semi-supervised Semantic Segmentation.

Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam

CoRR, 2021

Accelerated WGAN update strategy with loss change rate balancing.

Xu Ouyang, Ying Chen, Gady Agam

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

ComplexMix: Semi-Supervised Semantic Segmentation Via Mask-Based Data Augmentation.

Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Unsupervised Learning Of Visual Odometry Using Direct Motion Modeling.

Silviu S. Andrei, Gady Agam

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Semantic Segmentation in Aerial Images Using Class-Aware Unsupervised Domain Adaptation.

Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam

Proceedings of the GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2021

2020

Domain Adaptation of Semantic Segmentation for Aerial Images.

Ying Chen, Xu Ouyang, Kaiyue Zhu, Gady Agam

CoRR, 2020

Adaptive WGAN with loss change rate balancing.

Xu Ouyang, Gady Agam

CoRR, 2020

Background subtraction in diffraction X-ray images using deep CNN.

Rodrigo Aranguren Carmona, Gady Agam, Thomas Irving

Proceedings of the Computational Imaging XVIII, Burlingame, 2020

2019

Exploring the functional impact of alternative splicing on human protein isoforms using available annotation sources.

Dinanath Sulakhe, Mark D'Souza, Sheng Wang, Sandhya Balasubramanian, Prashanth Athri, Bingqing Xie, Stefan Canzar, Gady Agam, T. Conrad Gilliam, Natalia Maltsev

Briefings Bioinform., 2019

ChangeNet: Learning to Detect Changes in Satellite Images.

Ying Chen, Xu Ouyang, Gady Agam

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2019

2018

Stacked multichannel autoencoder - an efficient way of learning from synthetic data.

Xi Zhang, Yanwei Fu, Shanshan Jiang, Xiangyang Xue, Yu-Gang Jiang, Gady Agam

Multim. Tools Appl., 2018

Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask.

Xi Zhang, Di Ma, Xu Ouyang, Shanshan Jiang, Lin Gan, Gady Agam

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Generating Image Sequence from Description with LSTM Conditional GAN.

Xu Ouyang, Xi Zhang, Di Ma, Gady Agam

Proceedings of the 24th International Conference on Pattern Recognition, 2018

MFCNET: End-to-End Approach for Change Detection in Images.

Ying Chen, Xu Ouyang, Gady Agam

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Lecture video indexing using boosted margin maximizing neural networks.

Di Ma, Xi Zhang, Xu Ouyang, Gady Agam

CoRR, 2017

Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks.

Di Ma, Xi Zhang, Xu Ouyang, Gady Agam

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Lynx: a knowledge base and an analytical workbench for integrative medicine.

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

Nucleic Acids Res., 2016

Gradient Enhanced Image Pyramid for Improved Nonlinear Image Registration.

Lin Gan, Gady Agam

Proceedings of the Computational Imaging XIV, San Francisco, 2016

CGMOS: Certainty Guided Minority OverSampling.

Xi Zhang, Di Ma, Lin Gan, Shanshan Jiang, Gady Agam

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Disease Gene Prioritization Using Network and Feature.

Bingqing Xie, Gady Agam, Sandhya Balasubramanian, Jinbo Xu, T. Conrad Gilliam, Natalia Maltsev, Daniela Börnigen

J. Comput. Biol., 2015

Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder.

Xi Zhang, Yanwei Fu, Andi Zang, Leonid Sigal, Gady Agam

CoRR, 2015

Piecewise nonlinear image registration using DCT basis functions.

Lin Gan, Gady Agam

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Learning from Synthetic Data Using a Stacked Multichannel Autoencoder.

Xi Zhang, Yanwei Fu, Shanshan Jiang, Leonid Sigal, Gady Agam

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Door and window image-based measurement using a mobile device.

Guangyao Ma, Manishankar Janakaraj, Gady Agam

Proceedings of the Mobile Devices and Multimedia: Enabling Technologies, 2015

Enhanced features for supervised lecture video segmentation and indexing.

Di Ma, Gady Agam

Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2015, 2015

Regularized image registration with line search optimization.

Lin Gan, Gady Agam

Proceedings of the Computational Imaging XIII, 2015

2014

Learning from synthetic models for roof style classification in point clouds.

Xi Zhang, Andi Zang, Gady Agam, Xin Chen

Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Evolving background recovery in lecture videos.

Come Genetet, Gady Agam

Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2014, 2014

A machine learning based lecture video segmentation and indexing algorithm.

Di Ma, Bingqing Xie, Gady Agam

Proceedings of the Document Recognition and Retrieval XXI, 2014

Alignment of 3D Building Models with Satellite Images Using Extended Chamfer Matching.

Xi Zhang, Gady Agam, Xin Chen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Structure and attributes community detection: comparative analysis of composite, ensemble and selection methods.

Haithum Elhadi, Gady Agam

Proceedings of the 7th Workshop on Social Network Mining and Analysis, 2013

Goal-oriented evaluation of binarization algorithms for historical document images.

Tayo Obafemi-Ajayi, Gady Agam

Proceedings of the Document Recognition and Retrieval XX, 2013

A super resolution framework for low resolution document image OCR.

Di Ma, Gady Agam

Proceedings of the Document Recognition and Retrieval XX, 2013

Conditional Random Field for Candidate Gene Prioritization.

Bingqing Xie, Gady Agam, Natalia Maltsev, T. Conrad Gilliam

Proceedings of the ACM Conference on Bioinformatics, 2013

Structure and attributes community detection benchmark and a novel selection method.

Haithum Elhadi, Gady Agam

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Character-Based Automated Human Perception Quality Assessment in Document Images.

Tayo Obafemi-Ajayi, Gady Agam

IEEE Trans. Syst. Man Cybern. Part A, 2012

A learning-based approach for automated quality assessment of computer-rendered images.

Xi Zhang, Gady Agam

Proceedings of the Image Quality and System Performance IX, 2012

Ensemble methods with simple features for document zone classification.

Tayo Obafemi-Ajayi, Gady Agam, Bingqing Xie

Proceedings of the Document Recognition and Retrieval XIX, 2012

Lecture video segmentation and indexing.

Di Ma, Gady Agam

Proceedings of the Document Recognition and Retrieval XIX, 2012

Generalized Sentiment-Bearing Expression Features for Sentiment Analysis.

Shizhu Liu, Gady Agam, David A. Grossman

Proceedings of the COLING 2012, 2012

Prediction of candidate genes for neuropsychiatric disorders using feature-based enrichment.

Bingqing Xie, Gady Agam, Dinanath Sulakhe, Natalia Maltsev, Bhadrachalam Chitturi, T. Conrad Gilliam

Proceedings of the ACM International Conference on Bioinformatics, 2012

2011

Boosting based text and non-text region classification.

Binqing Xie, Gady Agam

Proceedings of the Document Recognition and Retrieval XVIII, 2011

Statistical multi-resolution schemes for historical document binarization.

Tayo Obafemi-Ajayi, Gady Agam

Proceedings of the Document Recognition and Retrieval XVIII, 2011

Efficient nonlinear DTI registration using DCT basis functions.

Lin Gan, Gady Agam

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Corrigendum to "Development of a human brain diffusion tensor template" [NeuroImage 46 (2009) 967-980].

Huiling Peng, Anton Orlichenko, Robert J. Dawe, Gady Agam, Shengwei Zhang, Konstantinos Arfanakis

NeuroImage, 2010

Historical document enhancement using LUT classification.

Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder

Int. J. Document Anal. Recognit., 2010

Evaluation of human perception of degradation in document images.

Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder

Proceedings of the Document Recognition and Retrieval XVII, 2010

Learning shape features for document enhancement.

Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder

Proceedings of the Document Recognition and Retrieval XVII, 2010

2009

Development of a human brain diffusion tensor template.

Huiling Peng, Anton Orlichenko, Robert J. Dawe, Gady Agam, Shengwei Zhang, Konstantinos Arfanakis

NeuroImage, 2009

Efficient shape-LUT classification for document image restoration.

Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder

Proceedings of the Document Recognition and Retrieval XVI, 2009

2008

Efficient MRF approach to document image enhancement.

Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Ensemble LUT classification for degraded document enhancement.

Tayo Obafemi-Ajayi, Gady Agam, Ophir Frieder

Proceedings of the Document Recognition and Retrieval XV, 2008

Stroke frequency descriptors for handwriting-based writer identification.

Bart Dolega, Gady Agam, Shlomo Argamon

Proceedings of the Document Recognition and Retrieval XV, 2008

Interactive degraded document enhancement and ground truth generation.

G. Bal, Gady Agam, Ophir Frieder, Gideon Frieder

Proceedings of the Document Recognition and Retrieval XV, 2008

Efficient subdivision-based image and volume warping.

Gady Agam, Ravinder Singh

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Warping-Based Offline Signature Recognition.

Gady Agam, Suneel Suresh

IEEE Trans. Inf. Forensics Secur., 2007

Probabilistic retinal vessel segmentation.

Chang-Hua Wu, Gady Agam

Proceedings of the Medical Imaging 2007: Image Processing, 2007

A Hybrid Filtering Approach to Retinal Vessel Segmentation.

Chang-Hua Wu, Gady Agam, Peter Stanchev

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Degraded document image enhancement.

Gady Agam, G. Bal, Gideon Frieder, Ophir Frieder

Proceedings of the Document Recognition and Retrieval XIV, San Jose, California, USA, January 30, 2007

Shape matching through particle dynamics warping.

Gady Agam, Suneel Suresh

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A general framework for vessel segmentation in retinal images.

Chang-Hua Wu, Gady Agam, Peter Stanchev

Proceedings of the 7th IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2007

2006

Building a test collection for complex document information processing.

David D. Lewis, Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, Jefferson Heard

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

A complex document information processing prototype.

Shlomo Argamon, Gady Agam, Ophir Frieder, David A. Grossman, David D. Lewis, Gene Sohn, Ellen M. Voorhees

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Vessel-based registration with application to nodule detection in thoracic CT scans.

Changhua Wu, Gady Agam

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Probabilistic nodule filtering in thoracic CT scans.

Changhua Wu, Gady Agam

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Probabilistic Brain Lesion Segmentation in DT-MRI.

Gady Agam, Daniel Weiss, Mandar Soman, Konstantinos Arfanakis

Proceedings of the International Conference on Image Processing, 2006

Complex document information processing: prototype, test collection, and evaluation.

Gady Agam, Shlomo Argamon, Ophir Frieder, David A. Grossman, David D. Lewis

Proceedings of the Document Recognition and Retrieval XIII, 2006

Document Image Retrieval using Signatures as Queries.

Sargur N. Srihari, Shravya Shetty, Siyuan Chen, Harish Srinivasan, Chen Huang, Gady Agam, Ophir Frieder

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Particle DynamicsWarping Approach for Offline Signature Recognition.

Gady Agam, Suneel Suresh

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

A Sampling Framework for Accurate Curvature Estimation in Discrete Surfaces.

Gady Agam, Xiaojing Tang

IEEE Trans. Vis. Comput. Graph., 2005

Vessel tree reconstruction in thoracic CT scans with application to nodule detection.

Gady Agam, Samuel G. Armato III, Changhua Wu

IEEE Trans. Medical Imaging, 2005

Expectation maximization approach to vessel enhancement in thoracic CT scans.

Gady Agam, Changhua Wu

Proceedings of the Medical Imaging 2005: Image Processing, 2005

Probabilistic Modeling-Based Vessel Enhancement in Thoracic CT Scans.

Gady Agam, Changhua Wu

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Accurate Principal Directions Estimation in Discrete Surfaces.

Gady Agam, Xiaojing Tang

Proceedings of the Fifth International Conference on 3D Digital Imaging and Modeling (3DIM 2005), 2005

2004

Texture-based physically correct triangulation of sparsely matched points with application to view synthesis.

Jean-Sebastien Perrier, Gady Agam, Paul Cohen

J. Electronic Imaging, 2004

Regulated morphology approach to fuzzy shape analysis with application to blood vessel extraction in thoracic CT scans.

Changhua Wu, Gady Agam, Arunabha Shasanka Roy, Samuel G. Armato

Proceedings of the Medical Imaging 2004: Image Processing, 2004

2002

Document Image De-warping for Text/Graphics Recognition.

Changhua Wu, Gady Agam

Proceedings of the Structural, 2002

2001

Structural Rectification of Non-planar Document Images: Application to Graphics Recognition.

Gady Agam, Changhua Wu

Proceedings of the Graphics Recognition Algorithms and Applications, 2001

1999

Regulated morphological operations.

Gady Agam, Its'hak Dinstein

Pattern Recognit., 1999

Compound Regulated Morphological Operations and Their Application to the Analysis of Line-Drawings.

Gady Agam, Its'hak Dinstein

Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999

1998

Efficient Implementation of Regulated Morphological Operations Based on Directional Interval Coding.

Gady Agam, Its'hak Dinstein

Proceedings of the Advances in Pattern Recognition, 1998

1997

Geometric Separation of Partially Overlapping Nonrigid Objects Applied to Automatic Chromosome Classification.

Gady Agam, Its'hak Dinstein

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Directional Decomposition of Line-Drawing Images Based on Regulated Morphological Operations.

Gady Agam, Its'hak Dinstein

Proceedings of the Graphics Recognition, 1997

1996

Generalized Morphological Operators Applied to Map-Analysis.

Gady Agam, Its'hak Dinstein

Proceedings of the Advances in Structural and Syntactical Pattern Recognition, 1996

Adaptive Directional Morphology with Application to Document Analysis.

Gady Agam, Its'hak Dinstein

Proceedings of the 3th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 1996

Directional processing of line-drawing images based on adaptive morphological operations.

Gady Agam, Its'hak Dinstein

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Directional mathematical morphology approach for line thinning and extraction of character strings from maps and line drawings.

Huizhu Luo, Gady Agam, Its'hak Dinstein

Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

Morphological Approach for Dashed Lines Detection.

Gady Agam, Huizhu Luo, Its'hak Dinstein

Proceedings of the Graphics Recognition, 1995