Yihong Gong

According to our database1, Yihong Gong authored at least 184 papers between 1994 and 2019.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2018, "For contributions to pattern recognition and multimedia content analysis".

Timeline

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In proceedings 
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On csauthors.net:

Bibliography

2019
Fine-Grained Image Classification Using Modified DCNNs Trained by Cascaded Softmax and Generalized Large-Margin Losses.
IEEE Trans. Neural Netw. Learning Syst., 2019

Discriminative Feature Learning With Foreground Attention for Person Re-Identification.
IEEE Trans. Image Processing, 2019

Normalized Non-Negative Sparse Encoder for Fast Image Representation.
IEEE Trans. Circuits Syst. Video Techn., 2019

Consistency-Preserving deep hashing for fast person re-identification.
Pattern Recognition, 2019

Bayesian Loss for Crowd Count Estimation with Point Supervision.
CoRR, 2019

2018
Training DCNN by Combining Max-Margin, Max-Correlation Objectives, and Correntropy Loss for Multilabel Image Classification.
IEEE Trans. Neural Netw. Learning Syst., 2018

Improving CNN Performance Accuracies With Min-Max Objective.
IEEE Trans. Neural Netw. Learning Syst., 2018

Large Margin Learning in Set-to-Set Similarity Comparison for Person Reidentification.
IEEE Trans. Multimedia, 2018

Superpixel Hierarchy.
IEEE Trans. Image Processing, 2018

Deep self-paced learning for person re-identification.
Pattern Recognition, 2018

Entropy and orthogonality based deep discriminative feature learning for object recognition.
Pattern Recognition, 2018

Face alignment recurrent network.
Pattern Recognition, 2018

Deep feature learning via structured graph Laplacian embedding for person re-identification.
Pattern Recognition, 2018

Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Correction to: Person re-identification by the symmetric triplet and identification loss function.
Multimedia Tools Appl., 2018

Person re-identification by the asymmetric triplet and identification loss function.
Multimedia Tools Appl., 2018

Pedestrian search in surveillance videos by learning discriminative deep features.
Neurocomputing, 2018

Joint Contour Filtering.
International Journal of Computer Vision, 2018

Specular highlight reduction with known surface geometry.
Computer Vision and Image Understanding, 2018

Discriminative Feature Learning with Foreground Attention for Person Re-Identification.
CoRR, 2018

Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018

Transductive Semi-Supervised Deep Learning Using Min-Max Features.
Proceedings of the Computer Vision - ECCV 2018, 2018

Kernelized Subspace Pooling for Deep Local Descriptors.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Balanced Mixture of Deformable Part Models With Automatic Part Configurations.
IEEE Trans. Circuits Syst. Video Techn., 2017

Constructing Deep Sparse Coding Network for image classification.
Pattern Recognition, 2017

A Weight-Adaptive Laplacian Embedding for Graph-Based Clustering.
Neural Computation, 2017

Correntropy-based level set method for medical image segmentation and bias correction.
Neurocomputing, 2017

Combining local and global hypotheses in deep neural network for multi-label image classification.
Neurocomputing, 2017

Part-aware trajectories association across non-overlapping uncalibrated cameras.
Neurocomputing, 2017

Deep Self-Paced Learning for Person Re-Identification.
CoRR, 2017

Tracking Persons-of-Interest via Unsupervised Representation Adaptation.
CoRR, 2017

Large Margin Learning in Set to Set Similarity Comparison for Person Re-identification.
CoRR, 2017

Single Image Super Resolution - When Model Adaptation Matters.
CoRR, 2017

Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification.
CoRR, 2017

Graph Matching via Multiplicative Update Algorithm.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Video Search via Ranking Network with Very Few Query Exemplars.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Point to Set Similarity Based Deep Feature Learning for Person Re-Identification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Rank Ordering Constraints Elimination with Application for Kernel Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Active contour model based on local and global intensity information for medical image segmentation.
Neurocomputing, 2016

Incorporating image priors with deep convolutional neural networks for image super-resolution.
Neurocomputing, 2016

Superpixel Hierarchy.
CoRR, 2016

Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos.
CoRR, 2016

Deep Ranking Model for Person Re-identification with Pairwise Similarity Comparison.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

A Biologically Inspired Deep CNN Model.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Deep Metric Learning with Improved Triplet Loss for Face Clustering in Videos.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

A Deep CNN with Focused Attention Objective for Integrated Object Recognition and Localization.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Integrating Supervised Laplacian Objective with CNN for Object Recognition.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Learning Qualitative and Quantitative Image Quality Assessment.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Facial Animation Based on 2D Shape Regression.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Improving DCNN Performance with Sparse Category-Selective Objective Function.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Improving CNN Performance with Min-Max Objective.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Tracking Persons-of-Interest via Adaptive Discriminative Features.
Proceedings of the Computer Vision - ECCV 2016, 2016

Image Quality Assessment Using Similar Scene as Reference.
Proceedings of the Computer Vision - ECCV 2016, 2016

Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Online Multi-Target Tracking With Unified Handling of Complex Scenarios.
IEEE Trans. Image Processing, 2015

Multi-target tracking by learning local-to-global trajectory models.
Pattern Recognition, 2015

Visual tracking based on online sparse feature learning.
Image Vision Comput., 2015

Training mixture of weighted SVM for object detection using EM algorithm.
Neurocomputing, 2015

Cascade object detection with complementary features and algorithms.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Robust Deep Auto-encoder for Occluded Face Recognition.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Deep Self-Organizing Map for visual classification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Multi-cue Normalized Non-Negative Sparse Encoder for image classification.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Incorporating image degeneration modeling with multitask learning for image super-resolution.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Facial landmark detection via cascade multi-channel convolutional neural network.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Detection and Association Based Multi-target Tracking in Surveillance Video.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Free-hand gesture control with "touchable" virtual interface for human-3DTV interaction.
Proceedings of the 2015 3DTV-Conference: The True Vision, 2015

2014
A Two-Level Topic Model Towards Knowledge Discovery from Citation Networks.
IEEE Trans. Knowl. Data Eng., 2014

Image parsing by loopy dynamic programming.
Neurocomputing, 2014

Salient Object Detection: A Discriminative Regional Feature Integration Approach.
CoRR, 2014

Low Computation Face Verification Using Class Center Analysis.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Evaluation on Huawei Accurate and Fast Mobile Video Annotation Challenge.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Learning visual co-occurrence with auto-encoder for image super-resolution.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Female Facial Beauty Attribute Recognition and Editing.
Proceedings of the Human-Centered Social Media Analytics, 2014

2013
Tracer: Taming Anomalous Events with CRFID Tags for Trajectory Management.
IJDSN, 2013

2012
Discovering Image Semantics in Codebook Derivative Space.
IEEE Trans. Multimedia, 2012

Comparative document summarization via discriminative sentence selection.
TKDD, 2012

Efficient and Secure Key Extraction using CSI without Chasing down Errors
CoRR, 2012

2011
iHelp: An Intelligent Online Helpdesk System.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Integrating Document Clustering and Multidocument Summarization.
TKDD, 2011

Unsupervised Image Categorization by Hypergraph Partition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Detecting communities and their evolutions in dynamic social networks - a Bayesian approach.
Machine Learning, 2011

Learning to Search Efficiently in High Dimensions.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Learning semantic embedding at a large scale.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Human tracking using convolutional neural networks.
IEEE Trans. Neural Networks, 2010

Driving Safety Monitoring Using Semisupervised Learning on Time Series Data.
IEEE Trans. Intelligent Transportation Systems, 2010

A General Framework to Detect Unsafe System States From Multisensor Data Stream.
IEEE Trans. Intelligent Transportation Systems, 2010

Feature Selection for Gene Expression Using Model-Based Entropy.
IEEE/ACM Trans. Comput. Biology Bioinform., 2010

Resolution enhancement based on learning the sparse association of image patches.
Pattern Recognition Letters, 2010

Incremental spectral clustering by efficiently updating the eigen-system.
Pattern Recognition, 2010

Real-time driving danger-level prediction.
Eng. Appl. of AI, 2010

Directed Network Community Detection: A Popularity and Productivity Link Model.
Proceedings of the SIAM International Conference on Data Mining, 2010

Unsupervised Learning from Linked Documents.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Predicting Facial Beauty without Landmarks.
Proceedings of the Computer Vision - ECCV 2010, 2010

Locality-constrained Linear Coding for image classification.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A Topic Model for Linked Documents and Update Rules for its Estimation.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data.
IEEE Trans. Multimedia, 2009

SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution.
IEEE Trans. Image Processing, 2009

Visual-Quality Optimizing Super Resolution.
Comput. Graph. Forum, 2009

Fast nonparametric matrix factorization for large-scale collaborative filtering.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

A latent topic model for linked documents.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks.
Proceedings of the SIAM International Conference on Data Mining, 2009

Nonlinear Learning using Local Coordinate Coding.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Detecting video events based on action recognition in complex scenes using spatio-temporal descriptor.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Large-scale collaborative prediction using a nonparametric random effects model.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Resolution-Invariant Image Representation for Content-Based Zooming.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Normalizing multi-subject variation for drivers' emotion recognition.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Mining driving safety pattern using semi-supervised learning on time series data.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Knowledge Discovery from Citation Networks.
Proceedings of the ICDM 2009, 2009

Human action detection by boosting efficient motion features.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Detection driven adaptive multi-cue integration for multiple human tracking.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Action detection in complex scenes with spatial and temporal ambiguities.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Linear spatial pyramid matching using sparse coding for image classification.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Resolution-Invariant Image Representation and its applications.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Comparative document summarization via discriminative sentence selection.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Multi-Document Summarization using Sentence-based Topic Models.
Proceedings of the ACL 2009, 2009

2008
Image and Video Super Resolution Techniques.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Video Content Analysis Using Machine Learning Tools.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Dynamic active probing of helpdesk databases.
PVLDB, 2008

Surveillance Event Detection.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Non-greedy active learning for text categorization using convex transductive experimental design.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Highlight Ranking for Broadcast Tennis Video Based on Multi-modality Analysis and Relevance Feedback.
Proceedings of the Advances in Multimedia Information Processing, 2008

Stochastic Relational Models for Large-scale Dyadic Data using MCMC.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Deep Learning with Kernel Regularization for Visual Recognition.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Noisy video super-resolution.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Recognition of multiple drivers' emotional state.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Temporal difference learning to detect unsafe system states.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Fast image super-resolution using Connected Component enhancement.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Latent Pose Estimator for Continuous Action Recognition.
Proceedings of the Computer Vision, 2008

Training Hierarchical Feed-Forward Visual Recognition Models Using Transfer Learning from Pseudo-Tasks.
Proceedings of the Computer Vision, 2008

Discriminative learning of visual words for 3D human pose estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Integrating clustering and multi-document summarization to improve document understanding.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Probabilistic polyadic factorization and its application to personalized recommendation.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Multi-object trajectory tracking.
Mach. Vis. Appl., 2007

Combining content and link for classification using matrix factorization.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Predictive Matrix-Variate t Models.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Detecting Unsafe Driving Patterns using Discriminative Learning.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Efficient Video Object Segmentation by Graph-Cut.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Bilateral Back-Projection for Single Image Super Resolution.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Soft Edge Smoothness Prior for Alpha Channel Super Resolution.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Video object segmentation by motion-based sequential feature clustering.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

A Conditional Random Field Model for Video Super-resolution.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Video Foreground Segmentation Based on Sequential Feature Clustering.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Trend Analysis for Large Document Streams.
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

Improving Speaker Diarization by Cross EM Refinement.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Video Super-resolution with Scene-specific Priors.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Background Segmentation Using Spatial-Temporal Multi-Resolution MRF.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Real-time multiple-object tracking and anomaly detection.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2005, 2005

Multi-labelled classification using maximum entropy method.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

2004
Maximum entropy model-based baseball highlight detection and classification.
Computer Vision and Image Understanding, 2004

Document clustering by concept factorization.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

A detection-based multiple object tracking method.
Proceedings of the 2004 International Conference on Image Processing, 2004

An Algorithm for Multiple Object Trajectory Tracking.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Video summarization and retrieval using singular value decomposition.
Multimedia Syst., 2003

Summarizing Audiovisual Contents of a Video Program.
EURASIP J. Adv. Sig. Proc., 2003

Document clustering based on non-negative matrix factorization.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

A New Tracking Technique: Object Tracking and Identification from Motion.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
Document clustering with cluster refinement and model selection capabilities.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

An integrated baseball digest system using maximum entropy method.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Baseball scene classification using multimedia features.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Creating motion video summaries with partial audio-visual alignment.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Extract highlights from baseball game video with hidden Markov models.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Generic Text Summarization Using Relevance Measure and Latent Semantic Analysis.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Summarizing Video By Minimizing Visual Content Redundancies.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Video summarization with minimal visual content redundancies.
Proceedings of the 2001 International Conference on Image Processing, 2001

Creating Generic Text Summaries.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
Video Shot Segmentation and Classification.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Generating Optimal Video Summaries.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Video Summarization Using Singular Value Decomposition.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Advancing Content-Based Image Retrieval by Exploiting Image Color and Region Features.
Multimedia Syst., 1999

Informedia Experience-on-Demand: Capturing, Integrating and Communicating Experiences across People, Time and Space.
ACM Comput. Surv., 1999

Lessons Learned from Building a Terabyte Digital Video Library.
IEEE Computer, 1999

A Robust Image Mosaicing Technique Capable of Creating Integrated Panoramas.
Proceedings of the International Conference on Information Visualisation, 1999

An Accurate and Robust Method for Detecting Video Shot Boundaries.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Image Indexing and Retrieval Based on Human Perceptual Color Clustering.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Intelligent image databases - towards advanced image retrieval.
The Kluwer international series in engineering and computer science 421, Kluwer, ISBN: 978-0-7923-8015-3, 1998

1996
A Generic Video Parsing System With a Scene Description Language (SDL).
Real-Time Imaging, 1996

Image Indexing and Retrieval Based on Color Histograms.
Multimedia Tools Appl., 1996

1995
Automatic Parsing and Indexing of News Video.
Multimedia Syst., 1995

Detection of Regions Matching Specified Chromatic Features.
Computer Vision and Image Understanding, 1995

Automatic Parsing of TV Soccer Programs.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1995

1994
Automatic Parsing of News Video.
Proceedings of the International Conference on Multimedia Computing and Systems, 1994

An Image Database System with Contents Capturing and Fast Image Indexing Abilities.
Proceedings of the International Conference on Multimedia Computing and Systems, 1994


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