Gady Agam

发表

A machine learning based lecture video segmentation and indexing algorithm

Di Ma, Bingqing Xie, Gady Agam, 2013, Electronic Imaging.

Accurate principal directions estimation in discrete surfaces

Gady Agam, Xiaojing Tang, 2005, Fifth International Conference on 3-D Digital Imaging and Modeling (3DIM'05).

Accelerated WGAN update strategy with loss change rate balancing

Gady Agam, Xu Ouyang, 2020 .

Document Recognition and Retrieval XVIII

Gady Agam, Christian Viard-Gaudin, 2011 .

Piecewise nonlinear image registration using DCT basis functions

Lin Gan, Gady Agam, 2015, Medical Imaging.

Lecture video segmentation and indexing

Di Ma, Gady Agam, 2011, Electronic Imaging.

A HYBRID FILTERING APPROACH TO RETINAL VESSEL SEGMENTATION

Gady Agam, Peter Stanchev, Chang-Hua Wu, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Expectation maximization approach to vessel enhancement in thoracic CT scans

Gady Agam, Changhua Wu, 2005, SPIE Medical Imaging.

Geometric separation of touching objects applied to automatic chromosome classification

Its'hak Dinstein, Gady Agam, 1993, Other Conferences.

Two-dimensional shape decomposition based on structures in a fuzzy relation matrix

Its'hak Dinstein, Gady Agam, 1995, Other Conferences.

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

Its'hak Dinstein, Gady Agam, 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

Ensemble LUT classification for degraded document enhancement

Ophir Frieder, Gady Agam, Tayo Obafemi-Ajayi, 2008, Electronic Imaging.

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

Its'hak Dinstein, Gady Agam, 1997, GREC.

Document image retrieval using signatures as queries

Siyuan Chen, Sargur N. Srihari, Ophir Frieder, 2006, Second International Conference on Document Image Analysis for Libraries (DIAL'06).

Efficient subdivision-based image and volume warping

Ravinder Singh, Gady Agam, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

A complex document information processing prototype

Ellen M. Voorhees, Shlomo Argamon, Ophir Frieder, 2006, SIGIR '06.

Degraded document image enhancement

Gady Agam, 2007 .

A super resolution framework for low resolution document image OCR

Di Ma, Gady Agam, 2013, Electronic Imaging.

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

Its'hak Dinstein, Gady Agam, I. Dinstein, 1997, IEEE Trans. Pattern Anal. Mach. Intell..

Generating Image Sequence from Description with LSTM Conditional GAN

Xi Zhang, Di Ma, Gady Agam, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Regularized image registration with line search optimization

Lin Gan, Gady Agam, G. Agam, 2015, Electronic Imaging.

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

Gady Agam, Paul Cohen, Jean-Sebastien Perrier, 2004, J. Electronic Imaging.

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

Its'hak Dinstein, Gady Agam, 1999, GREC.

Ensemble methods with simple features for document zone classification

Bingqing Xie, Gady Agam, Tayo Obafemi-Ajayi, 2011, Electronic Imaging.

Evaluation of human perception of degradation in document images

Ophir Frieder, Gady Agam, Tayo Obafemi-Ajayi, 2010, Electronic Imaging.

Incremental adaptive subdivision of mesh surfaces

Gady Agam, Suneel Suresh, 2007, Electronic Imaging.

Learning-based roof style classification in 2D satellite images

Xi Zhang, Xin Chen, Gady Agam, 2015, Defense + Security Symposium.

Character-Based Automated Human Perception Quality Assessment in Document Images

Gady Agam, Tayo Obafemi-Ajayi, 2012, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Domain Adaptation of Semantic Segmentation for Aerial Images pdf

Ying Chen, Gady Agam, Xu Ouyang, 2020, ArXiv.

Mask-based Data Augmentation for Semi-supervised Semantic Segmentation

Ying Chen, Gady Agam, Xu Ouyang, 2021, ArXiv.

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

Shlomo Argamon, Ophir Frieder, Gady Agam, 2006, Electronic Imaging.

Learning shape features for document enhancement

Ophir Frieder, Gady Agam, Tayo Obafemi-Ajayi, 2010, Electronic Imaging.

Probabilistic nodule filtering in thoracic CT scans

Gady Agam, Changhua Wu, 2006, SPIE Medical Imaging.

Structure and attributes community detection benchmark and a novel selection method

Haithum Elhadi, Gady Agam, G. Agam, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

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

Xi Zhang, Xin Chen, Gady Agam, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder pdf

Xi Zhang, Yanwei Fu, Leonid Sigal, 2015, ArXiv.

Efficient morphological processing of maps and line drawings based on directional interval coding

Its'hak Dinstein, Gady Agam, Javier Frydman, 1997, Optics & Photonics.

Correlation-constrained approach to partial image-based modeling

Gady Agam, G. Agam, 2001, SPIE Optics + Photonics.

Conditional Random Field for Candidate Gene Prioritization

Natalia Maltsev, Bingqing Xie, Gady Agam, 2013, BCB.

Evolving background recovery in lecture videos

Gady Agam, Come Genetet, G. Agam, 2014, Electronic Imaging.

Learning from synthetic models for roof style classification in point clouds

Xi Zhang, Xin Chen, Gady Agam, 2014, SIGSPATIAL/GIS.

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

Bhadrachalam Chitturi, Dinanath Sulakhe, Natalia Maltsev, 2012, BCB '12.

Automated identification of retained surgical items in radiological images

Gady Agam, Lin Gan, Mario Moric, 2015, Medical Imaging.

Disease Gene Prioritization Using Network and Feature

Jinbo Xu, Natalia Maltsev, Bingqing Xie, 2015, J. Comput. Biol..

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

Xi Zhang, Di Ma, Lin Gan, 2018, IJCAI.

Regulated morphological operations

Its'hak Dinstein, Gady Agam, I. Dinstein, 1999, Pattern Recognit..

Efficient nonlinear DTI registration using DCT basis functions

Lin Gan, Gady Agam, 2011, CVPR 2011 WORKSHOPS.

Boosting based text and non-text region classification

Bingqing Xie, Gady Agam, 2011, Electronic Imaging.

Shape matching through particle dynamics warping

Gady Agam, Suneel Suresh, G. Agam, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

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

Gady Agam, Changhua Wu, 2001, GREC.

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

Ying Chen, Gady Agam, Xu Ouyang, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Development of a human brain diffusion tensor template

Gady Agam, Konstantinos Arfanakis, Shengwei Zhang, 2009, NeuroImage.

Generalized Morphological Operators Applied to Map-Analysis

Its'hak Dinstein, Gady Agam, 1996, SSPR.

Exploiting knowledge in unsupervised open information extraction

Gady Agam, Yuval Merhav, 2012 .

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

Gady Agam, Changhua Wu, 2006, SPIE Medical Imaging.

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

Its'hak Dinstein, Gady Agam, Huizhu Luo, 1995, Proceedings of 3rd International Conference on Document Analysis and Recognition.

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

Samuel G. Armato, Gady Agam, Changhua Wu, 2004, SPIE Medical Imaging.

Stroke frequency descriptors for handwriting-based writer identification

Shlomo Argamon, Gady Agam, Bart Dolega, 2008, Electronic Imaging.

Degraded document image enhancement

Ophir Frieder, Gady Agam, Gideon Frieder, 2007, Electronic Imaging.

Generalized Sentiment-Bearing Expression Features for Sentiment Analysis

Gady Agam, David A. Grossman, Shizhu Liu, 2012, COLING.

Door and window image-based measurement using a mobile device

Gady Agam, Guangyao Ma, Manishankar Janakaraj, 2015, Electronic Imaging.

Lecture Vdeo Indexing Using Boosted Margin Maximizing Neural Networks

Xi Zhang, Di Ma, Gady Agam, 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).

Curve-based local surface geometry estimation in polyhedral surfaces

Gady Agam, Xiaojing Tang, 2004, IS&T/SPIE Electronic Imaging.

Document Recognition and Retrieval XVII

Laurence Likforman-Sulem, Gady Agam, 2007 .

CGMOS: Certainty Guided Minority OverSampling

Xi Zhang, Di Ma, Lin Gan, 2016, CIKM.

Integrated radar-photometry sensor based on constrained optical flow

Gady Agam, Paul Cohen, Youenn Fablet, 2000, Defense, Security, and Sensing.

Image-based view synthesis for enhanced perception in teleoperation

Gady Agam, Jean-Sebastien Perrier, Paul Cohen, 2000, Defense, Security, and Sensing.

Document Image De-warping for Text/Graphics Recognition

Gady Agam, Changhua Wu, 2002, SSPR/SPR.

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

Jinbo Xu, Dinanath Sulakhe, Natalia Maltsev, 2015, Nucleic Acids Res..

Statistical multi-resolution schemes for historical document binarization

Gady Agam, Tayo Obafemi-Ajayi, 2011, Electronic Imaging.

Efficient shape-LUT classification for document image restoration

Ophir Frieder, Gady Agam, Tayo Obafemi-Ajayi, 2009, Electronic Imaging.

Probabilistic modeling based vessel enhancement in thoracic CT scans

Gady Agam, Changhua Wu, G. Agam, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Efficient Implementation of Regulated Morphological Operations Based on Directional Interval Coding

Its'hak Dinstein, Gady Agam, 1998, SSPR/SPR.

Adaptive Directional Morphology with Application to Document Analysis

Its'hak Dinstein, Gady Agam, 1996, ISMM.

Signal processing approach to feature edge extraction in mesh surfaces

Gady Agam, Hoo-Nyong Jang, 2002, SPIE Optics + Photonics.

Warping-Based Offline Signature Recognition

Gady Agam, Suneel Suresh, G. Agam, 2007, IEEE Transactions on Information Forensics and Security.

Efficient morphological processing of 3D data based on directional interval coding

Gady Agam, Philippe Gauthier, 2004, IS&T/SPIE Electronic Imaging.

Building a test collection for complex document information processing

Shlomo Argamon, Ophir Frieder, Gady Agam, 2006, SIGIR.

Gradient Enhanced Image Pyramid for Improved Nonlinear Image Registration

Lin Gan, Gady Agam, 2016, Computational Imaging.

Goal-oriented evaluation of binarization algorithms for historical document images

Gady Agam, Tayo Obafemi-Ajayi, 2013, Electronic Imaging.

Morphological Approach for Dashed Lines Detection

Its'hak Dinstein, Gady Agam, Huizhu Luo, 1995, GREC.

A general framework for vessel segmentation in retinal images

Gady Agam, Peter Stanchev, Chang-Hua Wu, 2007, 2007 International Symposium on Computational Intelligence in Robotics and Automation.

Probabilistic Brain Lesion Segmentation in DT-MRI

Gady Agam, Konstantinos Arfanakis, Daniel Weiss, 2006, 2006 International Conference on Image Processing.

Directional decomposition of line-drawing images based on self-dilated line kernels

Its'hak Dinstein, Gady Agam, I. Dinstein, 1998, Optics & Photonics.

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

Sheng Wang, Dinanath Sulakhe, Natalia Maltsev, 2019, Briefings Bioinform..

Efficient MRF approach to document image enhancement

Ophir Frieder, Gady Agam, Tayo Obafemi-Ajayi, 2008, 2008 19th International Conference on Pattern Recognition.

Interactive degraded document enhancement and ground truth generation

Ophir Frieder, Gady Agam, Gideon Frieder, 2008, Electronic Imaging.

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

Haithum Elhadi, Gady Agam, G. Agam, 2013, SNAKDD '13.

Particle DynamicsWarping Approach for Offline Signature Recognition

Gady Agam, Suneel Suresh, 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06).

Stacked multichannel autoencoder – an efficient way of learning from synthetic data

Xi Zhang, Xiangyang Xue, Yu-Gang Jiang, 2018, Multimedia Tools and Applications.

High-throughput translational medicine: challenges and solutions.

Inna Dubchak, Bhadrachalam Chitturi, Bo Feng, 2014, Advances in experimental medicine and biology.

Adaptive WGAN with loss change rate balancing pdf

Gady Agam, Xu Ouyang, G. Agam, 2020, ArXiv.

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

Gady Agam, Xi Zhang, 2011, Electronic Imaging.

Corrigendum to “Development of a human brain diffusion tensor template” [NeuroImage 46 (2009) 967–980]

Gady Agam, Konstantinos Arfanakis, Shengwei Zhang, 2010, NeuroImage.

Historical document enhancement using LUT classification

Ophir Frieder, Gady Agam, Tayo Obafemi-Ajayi, 2009, International Journal on Document Analysis and Recognition (IJDAR).

Learning from Synthetic Data Using a Stacked Multichannel Autoencoder

Xi Zhang, Yanwei Fu, Leonid Sigal, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Probabilistic retinal vessel segmentation

Gady Agam, Chang-Hua Wu, 2007, SPIE Medical Imaging.

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

Gady Agam, Changhua Wu, Samuel G. Armato, 2005, IEEE Transactions on Medical Imaging.

ChangeNet: Learning to Detect Changes in Satellite Images

Gady Agam, Ying Chen, Xu Ouyang, 2019, GeoAI@SIGSPATIAL.

Enhanced features for supervised lecture video segmentation and indexing

Di Ma, Gady Agam, 2015, Electronic Imaging.

A sampling framework for accurate curvature estimation in discrete surfaces

Gady Agam, Xiaojing Tang, G. Agam, 2005, IEEE Transactions on Visualization and Computer Graphics.

Semi-supervised Domain Adaptation for Semantic Segmentation pdf

Gady Agam, Xu Ouyang, Ying Chen, 2021, ArXiv.

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

Gady Agam, Xu Ouyang, Ying Chen, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

Unsupervised Learning Of Visual Odometry Using Direct Motion Modeling

Gady Agam, Silviu S. Andrei, G. Agam, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

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

Gady Agam, Xu Ouyang, Ying Chen, 2021, GeoAI@SIGSPATIAL.

An Integrative Computational Approach for Prioritization of Genomic Variants

Inna Dubchak, Jianzhu Ma, Jinbo Xu, 2014, PloS one.