S. Shan

发表

Deep Supervised Hashing for Fast Image Retrieval

Shiguang Shan, Xilin Chen, Ruiping Wang, 2016, International Journal of Computer Vision.

Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild

Shiguang Shan, Xilin Chen, Dong Xu, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2014, ICMI.

Isomap Based on the Image Euclidean Distance

Wen Gao, Jie Chen, Shiguang Shan, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

A Compositional and Dynamic Model for Face Aging

Shiguang Shan, Xilin Chen, Song-Chun Zhu, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A Multi-Resolution Dynamic Model for Face Aging Simulation

Song-Chun Zhu, S. Shan, Xilin Chen, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations

Wen Gao, Shiguang Shan, Xilin Chen, 2008, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Self-Paced Curriculum Learning

Shiguang Shan, Deyu Meng, Alexander G. Hauptmann, 2015, AAAI.

Multi-Task Learning for Audio-Visual Active Speaker Detection

S. Shan, Yuanhang Zhang, Jing-Yun Xiao, 2019 .

Manifold-Manifold Distance with application to face recognition based on image set

Wen Gao, Shiguang Shan, Xilin Chen, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Maximizing intra-individual correlations for face recognition across pose differences

S. Shan, Xilin Chen, Wen Gao, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

AU-aware Deep Networks for facial expression recognition

Shiguang Shan, Xilin Chen, Shaoxin Li, 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

A Face Recognition Method Based on Local Feature Analysis

S. Shan, Xilin Chen, Wen Gao, 2002 .

Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance

Xuelong Li, Shiguang Shan, Xilin Chen, 2014, IEEE Transactions on Cybernetics.

MEC 2017: Multimodal Emotion Recognition Challenge

Shiguang Shan, Dongmei Jiang, Björn Schuller, 2018, 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia).

Local Gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.

Review the strength of Gabor features for face recognition from the angle of its robustness to mis-alignment

S. Shan, Wen Gao, B. Cao, 2004, ICPR 2004.

Manifold Alignment via Corresponding Projections

Wen Gao, Shiguang Shan, Xilin Chen, 2010, BMVC.

Adaptive discriminant analysis for face recognition from single sample per person

Wen Gao, Shiguang Shan, Xilin Chen, 2011, Face and Gesture 2011.

VIPLFaceNet: an open source deep face recognition SDK

S. Shan, Xilin Chen, Meina Kan, 2016, Frontiers of Computer Science.

Feature extractor Feature maps Input image RoI Pool Classification network Segmentation map Proposal scores Pseudo-label Heatmap Image classification scores Segmentation

S. Shan, Xilin Chen, Meina Kan, 2019 .

RoI Projection RoI Pooling FC RoI Pooling FC scene nodes edges edge GRU Scene GRU whole Image ... cls bbox Concatenate Structure Inference Softmax

Ruiping Wang, S. Shan, Xilin Chen, 2018 .

KinNet: Fine-to-Coarse Deep Metric Learning for Kinship Verification

S. Shan, Xilin Chen, Meina Kan, 2017 .

Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition

Xilin Chen, Zhiwu Huang, Ruiping Wang, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Pose-adaptive Hierarchical Attention Network for Facial Expression Recognition pdf

Shiguang Shan, Yuanyuan Liu, Jiabei Zeng, 2019, ArXiv.

Fuzzy Vault

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Coarse-to-Fine Auto-Encoder Networks (CFAN) for Real-Time Face Alignment

Shiguang Shan, Xilin Chen, Jie Zhang, 2014, ECCV.

Multi-resolution Histograms of Local Variation Patterns (MHLVP) for Robust Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2005, AVBPA.

Biometric Recognition: 10th Chinese Conference, CCBR 2015, Tianjin, China, November 13-15, 2015, Proceedings

S. Shan, Zhenan Sun, Jucheng Yang, 2015 .

Facial Expression Recognition for In-the-wild Videos

S. Shan, Jiabei Zeng, Hanyu Liu, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition

Shuang Yang, Shiguang Shan, Xilin Chen, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Face Recognition Performance Evaluation

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

A Face-Unlock Screen Saver by Using Face Verification Based on Identity-Specific Subspaces

Wen Gao, Shiguang Shan, Xilin Chen, 2001, IEEE Pacific Rim Conference on Multimedia.

Artist-Drawing Inspired Automatic Sketch Portrait Rendering

S. Shan, Xilin Chen, Zhiguo Ma, 2016, 2016 Nicograph International (NicoInt).

Informedia at TRECVID2014: MED and MER, Semantic Indexing, Surveillance Event Detection

Shiguang Shan, Richard M. Stern, Bhiksha Raj, 2014 .

Noise Robust Hard Example Mining for Human Detection with Efficient Depth-Thermal Fusion

S. Shan, Zijian Zhao, Jie Zhang, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Synthesized views can improve face recognition

S. Shan, M. Honma, C. Liu, 2009 .

Fake Finger Detection

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Features vs. Templates

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Incremental Face-Specific Subspace for Online-Learning Face Recognition

S. Shan, Wen Gao, Debin Zhao, 2003 .

Enhancing Training Set for Face Detection Based on SVM: Enhancing Training Set for Face Detection Based on SVM

Shiguang Shan, Xilin Chen, Jie Chen, 2009 .

Performance Evaluation, Overview

Wen Gao, Shiguang Shan, Xilin Chen, 2015, Encyclopedia of Biometrics.

Facial Action Coding

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

False Positive Rate

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Face Identification

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Feature Vector

Carlos D. Castillo, Takeo Kanade, Rama Chellappa, 2009, Encyclopedia of Biometrics.

Extending generalized unsupervised manifold alignment

S. Shan, Xiaoyi Yin, Zhen Cui, 2022, Science China Information Sciences.

Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion

S. Shan, Hu Han, Jinsong Chen, 2022, AAAI.

Learning pseudo labels for semi-and-weakly supervised semantic segmentation

S. Shan, Meina Kan, Jie Zhang, 2022, Pattern Recognit..

Deep Learning for Pattern Recognition

Ling Shao, Shiguang Shan, Yi Fang, 2019, Pattern Recognit. Lett..

Combining local and global features for face recognition (パターン認識・メディア理解)

Shiguang Shan, Xilin Chen, Wenchao Zhang, 2007 .

Meta-Learning with Individualized Feature Space for Few-Shot Classification

Shiguang Shan, Xilin Chen, Meina Kan, 2018 .

MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild

S. Shan, Jiabei Zeng, Guanghao Yin, 2022, ArXiv.

Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Recognition

Shiguang Shan, Xilin Chen, Ruiping Wang, 2015 .

Hierarchical Compositional Representations for Few-shot Action Recognition

S. Shan, Jie Zhang, Xin Jin, 2022, ArXiv.

Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks

S. Shan, Bingpeng Ma, Hong Chang, 2022, IJCAI.

Enhancing Face Recognition with Self-Supervised 3D Reconstruction

S. Shan, Xilin Chen, Jie Zhang, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework

S. Shan, Bingpeng Ma, Botao Ye, 2022, European Conference on Computer Vision.

CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis

S. Shan, Xilin Chen, Hu Han, 2022, IEEE Transactions on Image Processing.

PRDP: Person Reidentification With Dirty and Poor Data

S. Shan, Hong Chang, Bingpeng Ma, 2021, IEEE Transactions on Cybernetics.

Personalized Convolution for Face Recognition

S. Shan, Xilin Chen, Meina Kan, 2022, International Journal of Computer Vision.

Sparsely encoded local descriptor for face verification

Lei Zhang, Shiguang Shan, Xilin Chen, 2015, Neurocomputing.

Boosted translation-tolerable classifiers for fast object detection

Shiguang Shan, Xilin Chen, Wei Zheng, 2012, Image Vis. Comput..

Component-Based Cascade Linear Discriminant Analysis for Face Recognition

Wen Gao, Shiguang Shan, Wenchao Zhang, 2004, SINOBIOMETRICS.

Information fusion in face identification

Wen Gao, Shiguang Shan, Wenchao Zhang, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Illumination normalization for robust face recognition against varying lighting conditions

Wen Gao, Shiguang Shan, Debin Zhao, 2003, 2003 IEEE International SOI Conference. Proceedings (Cat. No.03CH37443).

Face recognition based on face‐specific subspace

Wen Gao, Shiguang Shan, Debin Zhao, 2003, Int. J. Imaging Syst. Technol..

Face Verification for Access Control

Wen Gao, Shiguang Shan, S. Shan, 2002 .

Unified Framework For Classifying Facial Images Based On Facial Attribute- Specific Subspaces And Minimum Reconstruction Error

Shiguang Shan, Debin Zhao, Xilin Chen, 2002 .

Face Processing

Takeo Kanade, Rama Chellappa, Xudong Jiang, 2009, Encyclopedia of Biometrics.

Fingerprint Analysis

Onur C. Hamsici, Michael C. Bromby, R. B. Kennedy, 2009, Encyclopedia of Biometrics.

Cross-pose Face Recognition by Canonical Correlation Analysis pdf

Wen Gao, Shiguang Shan, Xilin Chen, 2015, ArXiv.

Maximal Likelihood Correspondence Estimation for Face Recognition Across Pose

Xin Liu, Shiguang Shan, Haihong Zhang, 2014, IEEE Transactions on Image Processing.

Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses

Shiguang Shan, Xilin Chen, Hong Chang, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Morphable Displacement Field Based Image Matching for Face Recognition across Pose

Xin Liu, Shiguang Shan, Haihong Zhang, 2012, ECCV.

Coupled Bias–Variance Tradeoff for Cross-Pose Face Recognition

Wen Gao, Shiguang Shan, Annan Li, 2012, IEEE Transactions on Image Processing.

Cross-pose face recognition based on partial least squares

Wen Gao, Shiguang Shan, Xilin Chen, 2011, Pattern Recognit. Lett..

Locally Linear Regression for Pose-Invariant Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2007, IEEE Transactions on Image Processing.

CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense

Ruiping Wang, S. Shan, Xilin Chen, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Video Analytics. Face and Facial Expression Recognition

Shiguang Shan, Gerhard Goos, Juris Hartmanis, 2018, Lecture Notes in Computer Science.

Deep Position-Aware Hashing for Semantic Continuous Image Retrieval

Xilin Chen, Ruiping Wang, Shiguang Shan, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Self-paced Learning for Weakly Supervised Evidence Discovery in Multimedia Event Search pdf

Shiguang Shan, Alexander G. Hauptmann, Lu Jiang, 2016, ArXiv.

Self-Paced Learning with Diversity

Shiguang Shan, Deyu Meng, Alexander G. Hauptmann, 2014, NIPS.

Supplementary Materials : Self-Paced Learning with Diversity

Shiguang Shan, Deyu Meng, Alexander G. Hauptmann, 2014 .

Shift-Net: Image Inpainting via Deep Feature Rearrangement pdf

Shiguang Shan, Wangmeng Zuo, Mu Li, 2018, ECCV.

Self-Error-Correcting Convolutional Neural Network for Learning with Noisy Labels

Xin Liu, Shiguang Shan, Xilin Chen, 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

Learning Prototype Hyperplanes for Face Verification in the Wild

Shiguang Shan, Xilin Chen, Dong Xu, 2013, IEEE Transactions on Image Processing.

Semi-Supervised Discriminant Analysis via Spectral Transduction

Wen Gao, Shiguang Shan, Xilin Chen, 2009, BMVC.

Cross Attention Network for Few-shot Classification

Xilin Chen, Hong Chang, Shiguang Shan, 2019, NeurIPS.

M3T: Multi-Modal Continuous Valence-Arousal Estimation in the Wild

Xilin Chen, Shiguang Shan, Rulin Huang, 2020, ArXiv.

Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling

Hu Han, Shiguang Shan, Zitong Yu, 2020, ECCV.

RhythmNet: End-to-End Heart Rate Estimation From Face via Spatial-Temporal Representation

Xilin Chen, Hu Han, Shiguang Shan, 2019, IEEE Transactions on Image Processing.

Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation

Xilin Chen, Jie Zhang, Shiguang Shan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism

Shiguang Shan, Xilin Chen, Yong Li, 2019, IEEE Transactions on Image Processing.

Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis

Shiguang Shan, Xilin Chen, Ruiping Wang, 2014, ACCV.

Context modeling for facial landmark detection based on Non-Adjacent Rectangle (NAR) Haar-like feature

Shiguang Shan, Xiaowei Zhao, Xiujuan Chai, 2012, Image Vis. Comput..

Feature Map

Onur C. Hamsici, Michael C. Bromby, R. B. Kennedy, 2009, Encyclopedia of Biometrics.

Face recognition under generic illumination based on harmonic relighting

Wen Gao, Shiguang Shan, Bo Du, 2005, Int. J. Pattern Recognit. Artif. Intell..

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2009, TPAMI-2008-09-0620 1 WLD: A Robust Local Image Descriptor

Matti Pietikäinen, Wen Gao, Jie Chen, 2022 .

Single-Side Domain Generalization for Face Anti-Spoofing

Xilin Chen, Jie Zhang, Shiguang Shan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis

Shiguang Shan, Junjie Cao, Zhongxuan Luo, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-constrained Face Video

Shiguang Shan, Xilin Chen, Hu Han, 2018, ACCV.

SynRhythm: Learning a Deep Heart Rate Estimator from General to Specific

Shiguang Shan, Xilin Chen, Hu Han, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria

Xilin Chen, Ruiping Wang, Shiguang Shan, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

AttGAN: Facial Attribute Editing by Only Changing What You Want

Shiguang Shan, Xilin Chen, Wangmeng Zuo, 2017, IEEE Transactions on Image Processing.

Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation

Xilin Chen, Ruiping Wang, Wenbin Wang, 2020, ECCV.

Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning

Xilin Chen, Guoqing Wang, Shiguang Shan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition pdf

Shiguang Shan, Xilin Chen, Ruiping Wang, 2018, ECCV.

Multi-Task Learning of Emotion Recognition and Facial Action Unit Detection with Adaptively Weights Sharing Network

Xilin Chen, Shiguang Shan, Chu Wang, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Facial Expression Recognition with Inconsistently Annotated Datasets

Shiguang Shan, Xilin Chen, Jiabei Zeng, 2018, ECCV.

3D Feature Pyramid Attention Module for Robust Visual Speech Recognition pdf

Shiguang Shan, Xilin Chen, Shuang Yang, 2018, ArXiv.

Deep Network Cascade for Image Super-resolution

Shiguang Shan, Xilin Chen, Zhen Cui, 2014, ECCV.

Exploring Context and Visual Pattern of Relationship for Scene Graph Generation

Shiguang Shan, Xilin Chen, Ruiping Wang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A Benchmark and Comparative Study of Video-Based Face Recognition on COX Face Database

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2015, IEEE Transactions on Image Processing.

Robust Remote Heart Rate Estimation from Face Utilizing Spatial-temporal Attention

Shiguang Shan, Xilin Chen, Hu Han, 2019, 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019).

Texture and Motion Pattern Fusion for Background Subtraction

Shiguang Shan, Xilin Chen, Hongxun Yao, 2008 .

Hierarchical background subtraction using local pixel clustering

Wen Gao, Shiguang Shan, Xilin Chen, 2008, 2008 19th International Conference on Pattern Recognition.

Exemplar-Supported Generative Reproduction for Class Incremental Learning

Shiguang Shan, Xilin Chen, Ruiping Wang, 2018, BMVC.

Experimental measurement of the electrical conductivity of pyroxenite at high temperature and high pressure under different oxygen fugacities

S. Shan, Liming Dai, Huizeng Li, 2006 .

Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships

Shiguang Shan, Xilin Chen, Yong Liu, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Patch-Gated CNN for Occlusion-aware Facial Expression Recognition

Shiguang Shan, Xilin Chen, Yong Li, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Leveraging Auxiliary Tasks for Height and Weight Estimation by Multi Task Learning

Dan Han, Shiguang Shan, Jie Zhang, 2020, 2020 IEEE International Joint Conference on Biometrics (IJCB).

Deep Learning for Visual Understanding: Part 2 [From the Guest Editors]

Xiaogang Wang, Shiguang Shan, Cees Snoek, 2018, IEEE Signal Process. Mag..

Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Domain Adaptation for Face Recognition: Targetize Source Domain Bridged by Common Subspace

S. Shan, Xilin Chen, Meina Kan, 2014, International Journal of Computer Vision.

Side-Information based Linear Discriminant Analysis for Face Recognition

Shiguang Shan, Xilin Chen, Dong Xu, 2011, BMVC.

Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval

Xilin Chen, Ruiping Wang, Shiguang Shan, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation

S. Shan, Xilin Chen, Meina Kan, 2022, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Learning Discriminative Latent Attributes for Zero-Shot Classification

Yi Yang, Shiguang Shan, Xilin Chen, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Multi-View Discriminant Analysis

Shiguang Shan, Xilin Chen, Haihong Zhang, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Locality-Aware Channel-Wise Dropout for Occluded Face Recognition

Shiguang Shan, Zhongqin Wu, Xilin Chen, 2021, IEEE Transactions on Image Processing.

Multi-view Deep Network for Cross-View Classification

Shiguang Shan, Xilin Chen, Meina Kan, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Mean-Variance Loss for Deep Age Estimation from a Face

Shiguang Shan, Xilin Chen, Hu Han, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Synchronous Bidirectional Learning for Multilingual Lip Reading

S. Shan, Xilin Chen, Shuang Yang, 2020, BMVC.

Mutual Information Maximization for Effective Lip Reading

Xilin Chen, Xing Zhao, Shuang Yang, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Deformation Flow Based Two-Stream Network for Lip Reading

Shuang Yang, Shiguang Shan, Yuanhang Zhang, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading

Xilin Chen, Shuang Yang, Shiguang Shan, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild

Shiguang Shan, Xilin Chen, Chenhao Wang, 2018, 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019).

Transferable Contrastive Network for Generalized Zero-Shot Learning

Shiguang Shan, Xilin Chen, Ruiping Wang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

The Tenth Visual Object Tracking VOT2022 Challenge Results

Rafael M. O. Cruz, Le Thanh Nguyen-Meidine, Felix Järemo Lawin, 2022, ECCV Workshops.

Learn an Effective Lip Reading Model without Pains pdf

Shuang Yang, Shiguang Shan, Xilin Chen, 2020, ArXiv.

UniCon: Unified Context Network for Robust Active Speaker Detection

Shiguang Shan, Zhongqin Wu, Xilin Chen, 2021, ACM Multimedia.

Real Face Foundation Representation Learning for Generalized Deepfake Detection

S. Shan, Jie Zhang, Liangchao Shi, 2023, ArXiv.

Weakly Supervised Object Detection With Segmentation Collaboration

Shiguang Shan, Xilin Chen, Xiaoyan Li, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

WIDER Face and Pedestrian Challenge 2018: Methods and Results pdf

Shifeng Zhang, Shiguang Shan, Xilin Chen, 2019, ArXiv.

UniCon+: ICTCAS-UCAS Submission to the AVA-ActiveSpeaker Task at ActivityNet Challenge 2022

S. Shan, Yuanhang Zhang, Shuang Yang, 2022, arXiv.org.

VRSTC: Occlusion-Free Video Person Re-Identification

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Learning Representations for Facial Actions From Unlabeled Videos

Yong Li, Shiguang Shan, Jiabei Zeng, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Unknown Aware Feature Learning for Face Forgery Detection

Shiguang Shan, Jie Zhang, Liang Shi, 2021, 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).

Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing

S. Shan, Jie Zhang, Yunpei Jia, 2022, IEEE Transactions on Information Forensics and Security.

Sigma Set Based Implicit Online Learning for Object Tracking

Wen Gao, Shiguang Shan, Xilin Chen, 2010, IEEE Signal Processing Letters.

Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization

Xilin Chen, Shiguang Shan, Meina Kan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Multiview Metric Learning with Global Consistency and Local Smoothness

Wen Gao, Shiguang Shan, Xilin Chen, 2012, TIST.

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework

S. Shan, Bingpeng Ma, Botao Ye, 2022, ECCV.

Occlusion-Free Face Alignment: Deep Regression Networks Coupled with De-Corrupt AutoEncoders

Shiguang Shan, Xilin Chen, Jie Zhang, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Learning Expressionlets on Spatio-temporal Manifold for Dynamic Facial Expression Recognition

Shiguang Shan, Xilin Chen, Ruiping Wang, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Continuous heart rate measurement from face: A robust rPPG approach with distribution learning

Shiguang Shan, Xilin Chen, Hu Han, 2017, 2017 IEEE International Joint Conference on Biometrics (IJCB).

Self-Supervised Representation Learning From Videos for Facial Action Unit Detection

Shiguang Shan, Xilin Chen, Yong Li, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach

Shiguang Shan, Xilin Chen, Anil K. Jain, 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Improving 2D Face Recognition via Discriminative Face Depth Estimation

Shiguang Shan, Xilin Chen, Hu Han, 2018, 2018 International Conference on Biometrics (ICB).

Extended Fisherface for face recognition from a single example image per person

Wen Gao, Shiguang Shan, Debin Zhao, 2002, 2002 IEEE International Symposium on Circuits and Systems. Proceedings (Cat. No.02CH37353).

Deformable face net for pose invariant face recognition

Xilin Chen, Jie Zhang, Shiguang Shan, 2020, Pattern Recognit..

Emotion Recognition for In-the-wild Videos pdf

Xilin Chen, Shiguang Shan, Jiabei Zeng, 2020, ArXiv.

Generative Adversarial Network with Spatial Attention for Face Attribute Editing

Shiguang Shan, Xilin Chen, Gang Zhang, 2018, ECCV.

Granularity-tunable gradients partition (GGP) descriptors for human detection

Wen Gao, Shiguang Shan, Xilin Chen, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text

Xilin Chen, Ruiping Wang, Ke Li, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A fast and robust 3D face recognition approach based on deeply learned face representation

Ying Cai, Shiguang Shan, Zhisheng You, 2019, Neurocomputing.

Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2019, BMVC.

Modeling Video Dynamics with Deep Dynencoder

Shiguang Shan, Xilin Chen, Hong Chang, 2014, ECCV.

Aligning Coupled Manifolds for Face Hallucination

Shiguang Shan, Xilin Chen, Hong Chang, 2009, IEEE Signal Processing Letters.

MFR 2021: Masked Face Recognition Competition

Shiguang Shan, Naser Damer, Arjan Kuijper, 2021, 2021 IEEE International Joint Conference on Biometrics (IJCB).

Are Gabor phases really useless for face recognition?

Wen Gao, Shiguang Shan, Xilin Chen, 2009, Pattern Analysis and Applications.

FCSR-GAN: Joint Face Completion and Super-Resolution via Multi-Task Learning

Xilin Chen, Hu Han, Shiguang Shan, 2019, IEEE Transactions on Biometrics, Behavior, and Identity Science.

Feature Completion for Occluded Person Re-Identification

Shiguang Shan, Bingpeng Ma, Hong Chang, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Temporal Complementary Learning for Video Person Re-Identification pdf

Xilin Chen, Bingpeng Ma, Hong Chang, 2020, ECCV.

Temporal Knowledge Propagation for Image-to-Video Person Re-Identification

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Image to Video Person Re-Identification by Learning Heterogeneous Dictionary Pair With Feature Projection Matrix

Shiguang Shan, Xiao-Yuan Jing, Xinge You, 2018, IEEE Transactions on Information Forensics and Security.

Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Meta Gradient Adversarial Attack pdf

Shiguang Shan, Tao Xue, Jie Zhang, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation pdf

Shiguang Shan, Xilin Chen, Jie Zhang, 2019, ArXiv.

An Efficient Software for Building LIP Reading Models Without Pains

Shiguang Shan, Dalu Feng, Shuang Yang, 2021, 2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

Interaction-And-Aggregation Network for Person Re-Identification

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

From Two Graphs to N Questions: A VQA Dataset for Compositional Reasoning on Vision and Commonsense pdf

Shiguang Shan, Xilin Chen, Ruiping Wang, 2019, ArXiv.

Two Birds, One Stone: Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction

Shiguang Shan, Xilin Chen, Ruiping Wang, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

AU-inspired Deep Networks for Facial Expression Feature Learning

Shiguang Shan, Xilin Chen, Shaoxin Li, 2015, Neurocomputing.

EigenGAN: Layer-Wise Eigen-Learning for GANs

S. Shan, Meina Kan, Zhenliang He, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

A Concatenational Graph Evolution Aging Model

Wen Gao, Shiguang Shan, Xilin Chen, 2012, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A robust descriptor based on Weber’s Law

M. Pietikäinen, S. Shan, Xilin Chen, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Low-Resolution Face Recognition via Coupled Locality Preserving Mappings

Shiguang Shan, Xilin Chen, Hong Chang, 2010, IEEE Signal Processing Letters.

Pose Estimation Based on Gaussian Error Models

Wen Gao, Shiguang Shan, Laiyun Qing, 2006, ICB.

Hierarchical Ensemble of Global and Local Classifiers for Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2007, 2007 IEEE 11th International Conference on Computer Vision.

A Spatio-Temporal Approach for Apathy Classification

S. Shan, Xilin Chen, Hu Han, 2022, IEEE Transactions on Circuits and Systems for Video Technology.

Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition

Jie Chen, Shiguang Shan, Xilin Chen, 2010, IEEE Transactions on Image Processing.

Histogram of Gabor Phase Patterns (HGPP): A Novel Object Representation Approach for Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2007, IEEE Transactions on Image Processing.

Ensemble of Piecewise FDA Based on Spatial Histograms of Local (Gabor) Binary Patterns for Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search

Shiguang Shan, Xilin Chen, Dong Xu, 2014, IEEE Transactions on Circuits and Systems for Video Technology.

Deeply Coupled Auto-encoder Networks for Cross-view Classification pdf

Shiguang Shan, Xilin Chen, Wen Wang, 2014, ArXiv.

Multi-Channel Pose-Aware Convolution Neural Networks for Multi-View Facial Expression Recognition

Shiguang Shan, Yuanyuan Liu, Zhuo Zheng, 2018, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).

Nonlinear face recognition based on maximum average margin criterion

Wen Gao, Shiguang Shan, Xilin Chen, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Personalized Convolution for Face Recognition

S. Shan, Xilin Chen, Meina Kan, 2022, Int. J. Comput. Vis..

CovGa: A novel descriptor based on symmetry of regions for head pose estimation

Shiguang Shan, Bingpeng Ma, Annan Li, 2014, Neurocomputing.

Automatic Engagement Prediction with GAP Feature

Shiguang Shan, Xilin Chen, Yan Huang, 2018, ICMI.

Learning deep face representation with long-tail data: An aggregate-and-disperse approach

Xilin Chen, Shiguang Shan, Meina Kan, 2020, Pattern Recognit. Lett..

Informedia@TrecVID 2014: MED and MER

Shiguang Shan, Florian Metze, Alexander Hauptmann, 2014 .

Semantic Indexing

S. Shan, P. D. Sahin, Zhongwen Xu, 2014 .

Learning to Recognize Visual Concepts for Visual Question Answering With Structural Label Space

Ruiping Wang, Shiguang Shan, Difei Gao, 2020, IEEE Journal of Selected Topics in Signal Processing.

Visual Textbook Network: Watch Carefully before Answering Visual Questions

Shiguang Shan, Xilin Chen, Ruiping Wang, 2017, BMVC.

Unsupervised person re-identification with locality-constrained Earth Mover's distance

Dan Wang, Shiguang Shan, Xilin Chen, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Multiset Feature Learning for Highly Imbalanced Data Classification

Shiguang Shan, Xiao-Yuan Jing, Jing-Yu Yang, 2017, AAAI.

Learning Expressionlets via Universal Manifold Model for Dynamic Facial Expression Recognition

Shiguang Shan, Xilin Chen, Ruiping Wang, 2015, IEEE Transactions on Image Processing.

Clothes-Changing Person Re-identification with RGB Modality Only

S. Shan, Xilin Chen, Bingpeng Ma, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Gaze Estimation with an Ensemble of Four Architectures pdf

Shiguang Shan, Jiabei Zeng, Yunjia Sun, 2021, ArXiv.

Face Recognition after Plastic Surgery: A Comprehensive Study

Xin Liu, Shiguang Shan, Xilin Chen, 2012, ACCV.

Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing

Shiguang Shan, Yunpei Jia, Xilin Chen, 2021, Pattern Recognit..

Biometric Recognition - 9th Chinese Conference, CCBR 2014, Shenyang, China, November 7-9, 2014. Proceedings

Shiguang Shan, Zhenan Sun, Jie Zhou, 2014, CCBR.

Audio-Driven Deformation Flow for Effective Lip Reading

S. Shan, Xilin Chen, Shuang Yang, 2022, 2022 26th International Conference on Pattern Recognition (ICPR).

Meta Auxiliary Learning for Facial Action Unit Detection pdf

Shiguang Shan, Yong Li, S. Shan, 2021, IEEE Transactions on Affective Computing.

DFT-Net: Disentanglement of Face Deformation and Texture Synthesis for Expression Editing

Jie Zhang, Shiguang Shan, Jinghui Wang, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Learning prototypes and similes on Grassmann manifold for spontaneous expression recognition

Shiguang Shan, Xilin Chen, Ruiping Wang, 2016, Comput. Vis. Image Underst..

Improving Cross-database Face Presentation Attack Detection via Adversarial Domain Adaptation

Xilin Chen, Guoqing Wang, Shiguang Shan, 2019, 2019 International Conference on Biometrics (ICB).

Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection

Xilin Chen, Guoqing Wang, Hu Han, 2021, IEEE Transactions on Information Forensics and Security.

Partial least squares regression on grassmannian manifold for emotion recognition

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2013, ICMI '13.

Enhancing Human Face Detection by Resampling Examples Through Manifolds

Wen Gao, Jie Chen, Shiguang Shan, 2007, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Local Relationship Learning With Person-Specific Shape Regularization for Facial Action Unit Detection

Shiguang Shan, Hu Han, Songfan Yang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness pdf

Shiguang Shan, Xilin Chen, Meina Kan, 2016, Neurocomputing.

Virtual face image generation for illumination and pose insensitive face recognition

Wen Gao, Shiguang Shan, Xiujuan Chai, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Duplex Generative Adversarial Network for Unsupervised Domain Adaptation

Shiguang Shan, Xilin Chen, Meina Kan, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Generalized Unsupervised Manifold Alignment

Shiguang Shan, Xilin Chen, Zhen Cui, 2014, NIPS.

Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2015, ICML.

Face recognition on large-scale video in the wild with hybrid Euclidean-and-Riemannian metric learning

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2015, Pattern Recognit..

Optimal Positive Generation via Latent Transformation for Contrastive Learning

S. Shan, Xilin Chen, Bingpeng Ma, 2022, NeurIPS.

Cascaded Shape Space Pruning for Robust Facial Landmark Detection

Shiguang Shan, Xilin Chen, Xiaowei Zhao, 2013, 2013 IEEE International Conference on Computer Vision.

Hierarchical Attention for Part-Aware Face Detection

Shiguang Shan, Xilin Chen, Meina Kan, 2019, International Journal of Computer Vision.

Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks

Shiguang Shan, Xilin Chen, Meina Kan, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Lighting Aware Preprocessing for Face Recognition across Varying Illumination

Wen Gao, Shiguang Shan, Xilin Chen, 2010, ECCV.

Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition

Xin Liu, Shiguang Shan, Xilin Chen, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Gaze Pattern Recognition in Dyadic Communication

S. Shan, Jiabei Zeng, Qiaoyun Liu, 2023, ETRA.

Adaptive generic learning for face recognition from a single sample per person

Wen Gao, Shiguang Shan, Xilin Chen, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Learning to Learn Adaptive Classifier–Predictor for Few-Shot Learning

Shiguang Shan, Meina Kan, Nan Lai, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Piezoelectric

Matthew J Tolladay, S. Shan, Wen Gao, 2009, Encyclopedia of Biometrics.

Improving Face Sketch Recognition via Adversarial Sketch-Photo Transformation

Shiguang Shan, Xilin Chen, Hu Han, 2019, 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019).

Adaptive discriminant learning for face recognition

Shiguang Shan, Xilin Chen, Dong Xu, 2013, Pattern Recognit..

Computer Vision - ACCV 2014 Workshops

Shiguang Shan, C. V. Jawahar, S. Shan, 2014, Lecture Notes in Computer Science.

Performance Evaluation, Overview

Wen Gao, Shiguang Shan, Xilin Chen, 2009, Encyclopedia of Biometrics.

Intrinsic Imaging Model Enhanced Contrastive Face Representation Learning

S. Shan, Hu Han, Haomiao Sun, 2023, 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG).

High-Resolution Face Fusion for Gender Conversion

Wen Gao, Shiguang Shan, Xilin Chen, 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

The 2nd Challenge on Remote Physiological Signal Sensing (RePSS)

S. Shan, Guoying Zhao, Hu Han, 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW).

Adaptive Image Transformations for Transfer-based Adversarial Attack

S. Shan, J. Zhang, Zheng Yuan, 2021, ECCV.

The 1st Challenge on Remote Physiological Signal Sensing (RePSS)

Hao Lu, Antitza Dantcheva, Shiguang Shan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Data-driven hair segmentation with isomorphic manifold inference

Dan Wang, Shiguang Shan, Xilin Chen, 2014, Image Vis. Comput..

Isomorphic Manifold Inference for hair segmentation

Dan Wang, Shiguang Shan, Xilin Chen, 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Hierarchical disentangling network for object representation learning

Xilin Chen, Ruiping Wang, Shiguang Shan, 2019, Pattern Recognit..

Learned local Gabor patterns for face representation and recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2009, Signal Process..

Benchmarking Still-to-Video Face Recognition via Partial and Local Linear Discriminant Analysis on COX-S2V Dataset

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2012, ACCV.

Fully Learnable Group Convolution for Acceleration of Deep Neural Networks

Shiguang Shan, Xilin Chen, Xijun Wang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

MDS

S. Shan, Hongming Zhang, Feng Wu, 2000, Proceedings of the eighth ACM international conference on Multimedia - MULTIMEDIA '00.

Sigma Set: A small second order statistical region descriptor

S. Shan, Xilin Chen, Wen Gao, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection

Matti Pietikäinen, Wen Gao, Shiguang Shan, 2010, ECCV.

3D Haar-Like Features for Pedestrian Detection

Wen Gao, Shiguang Shan, Xilin Chen, 2007, 2007 IEEE International Conference on Multimedia and Expo.

Adaptive Metric Learning For Zero-Shot Recognition

Shiguang Shan, Xilin Chen, Ruiping Wang, 2019, IEEE Signal Processing Letters.

Scene Text Detection via Deep Semantic Feature Fusion and Attention-based Refinement

Yu Song, Shiguang Shan, Xilin Chen, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

TKDN: Scene Text Detection via Keypoints Detection

Shiguang Shan, Xilin Chen, Hu Han, 2018, ACCV.

Spatial Pyramid Covariance-Based Compact Video Code for Robust Face Retrieval in TV-Series

Shiguang Shan, Xilin Chen, Zhen Cui, 2016, IEEE Transactions on Image Processing.

MS-GAN: Text to Image Synthesis with Attention-Modulated Generators and Similarity-aware Discriminators

Xilin Chen, Bingpeng Ma, Hong Chang, 2019, BMVC.

Arbitrary Facial Attribute Editing: Only Change What You Want pdf

Shiguang Shan, Xilin Chen, Wangmeng Zuo, 2017, ArXiv.

Eigen-harmonics faces: face recognition under generic lighting

Wen Gao, Shiguang Shan, Laiyun Qing, 2004, Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings..

Deep Video Code for Efficient Face Video Retrieval

Shiguang Shan, Xilin Chen, Ruiping Wang, 2016, ACCV.

Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition

Xilin Chen, Shiguang Shan, Hu Han, 2019, NeurIPS.

Triplet Knowledge Distillation

S. Shan, Xijun Wang, Meina Kan, 2023, ArXiv.

Gray-scale super-resolution for face recognition from low Gray-scale resolution face images

Wen Gao, Shiguang Shan, Xilin Chen, 2010, 2010 IEEE International Conference on Image Processing.

Locality preserving constraints for super-resolution with neighbor embedding

Shiguang Shan, Xilin Chen, Hong Chang, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Hallucinating facial images and features

Wen Gao, Shiguang Shan, Xilin Chen, 2008, 2008 19th International Conference on Pattern Recognition.

Deformable Face Net: Learning Pose Invariant Feature with Pose Aware Feature Alignment for Face Recognition

Shiguang Shan, Xilin Chen, Mingjie He, 2019, 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019).

GAN with Multivariate Disentangling for Controllable Hair Editing

S. Shan, Meina Kan, Tianle Chen, 2022, ECCV.

2D Cascaded AdaBoost for Eye Localization

Wen Gao, Shiguang Shan, Xilin Chen, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

FCSR-GAN: End-to-end Learning for Joint Face Completion and Super-resolution

Shiguang Shan, Xilin Chen, Hu Han, 2019, 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019).

Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation

Xilin Chen, Hong Chang, Shiguang Shan, 2020, Science China Information Sciences.

Face Misalignment Problem

Wen Gao, Shiguang Shan, Xilin Chen, 2009, Encyclopedia of Biometrics.

BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification

Shiguang Shan, Bingpeng Ma, Rui Huang, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Curse of mis-alignment in face recognition: problem and a novel mis-alignment learning solution

Wen Gao, Shiguang Shan, Peng Yang, 2004, Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings..

S2GAN: Share Aging Factors Across Ages and Share Aging Trends Among Individuals

Shiguang Shan, Meina Kan, Zhenliang He, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

RGB-D Face Recognition: A Comparative Study of Representative Fusion Schemes

Shiguang Shan, Xilin Chen, Hu Han, 2018, CCBR.

RGB-D Face Recognition via Deep Complementary and Common Feature Learning

Shiguang Shan, Xilin Chen, Hu Han, 2018, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).

Importance First: Generating Scene Graph of Human Interest

Ruiping Wang, S. Shan, Xilin Chen, 2023, International Journal of Computer Vision.

Local Regression Model for Automatic Face Sketch Generation

Shiguang Shan, Xilin Chen, Xiujuan Chai, 2011, 2011 Sixth International Conference on Image and Graphics.

Adaptive Partial Differential Equation Learning for Visual Saliency Detection

Shiguang Shan, Junjie Cao, Zhouchen Lin, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Visual concept conjunction learning with recurrent neural networks

Shiguang Shan, Xilin Chen, Hong Chang, 2020, Neurocomputing.

Attribute Conjunction Learning with Recurrent Neural Network

Shiguang Shan, Xilin Chen, Hong Chang, 2016, ECML/PKDD.

Cross-view Graph Embedding

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2012, ACCV.

Isosceles Constraints for Person Re-Identification

Bingpeng Ma, Hong Chang, Shiguang Shan, 2020, IEEE Transactions on Image Processing.

MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild

S. Shan, Jiabei Zeng, Guanghao Yin, 2022, ACM Multimedia.

M3F: Multi-Modal Continuous Valence-Arousal Estimation in the Wild

S. Shan, Yuanhang Zhang, Jiabei Zeng, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

Weakly Supervised Image Classification Through Noise Regularization

Shiguang Shan, Xilin Chen, Hu Han, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Deep Multi-Task Learning for Joint Prediction of Heterogeneous Face Attributes

Shiguang Shan, Xilin Chen, Hu Han, 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

Emotion-aware Contrastive Learning for Facial Action Unit Detection

Shiguang Shan, Xuran Sun, Jiabei Zeng, 2021, 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).

Prototype Discriminative Learning for Face Image Set Classification

Shiguang Shan, Xilin Chen, Wen Wang, 2016, ACCV.

Discriminant analysis on Riemannian manifold of Gaussian distributions for face recognition with image sets

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

PA-GAN: Progressive Attention Generative Adversarial Network for Facial Attribute Editing pdf

Shiguang Shan, Meina Kan, Zhenliang He, 2020, ArXiv.

Strip Features for Fast Object Detection

Shiguang Shan, Xilin Chen, Wei Zheng, 2013, IEEE Transactions on Cybernetics.

Cross-Encoder for Unsupervised Gaze Representation Learning

S. Shan, Xilin Chen, Jiabei Zeng, 2021, IEEE International Conference on Computer Vision.

Hierarchical hybrid statistic based video binary code and its application to face retrieval in TV-series

Shiguang Shan, Xilin Chen, Ruiping Wang, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

LDF-Net: Learning a Displacement Field Network for Face Recognition across Pose

Shiguang Shan, Xilin Chen, Meina Kan, 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

Classifiability-Based Discriminatory Projection Pursuit

Wen Gao, Shiguang Shan, Xilin Chen, 2011, IEEE Transactions on Neural Networks.

Robust Head Pose Estimation Using LGBP

Bingpeng Ma, Wenchao Zhang, S. Shan, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Deep Learning for Visual Understanding [From the Guest Editors]

Xiaogang Wang, Shiguang Shan, Cees Snoek, 2017, IEEE Signal Process. Mag..

Hybrid Video and Image Hashing for Robust Face Retrieval

Ruiping Wang, S. Shan, Xilin Chen, 2020, 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020).

COSONet: Compact Second-Order Network for Video Face Recognition

Shiguang Shan, Xilin Chen, Ruiping Wang, 2018, ACCV.

Prototype Discriminative Learning for Image Set Classification

Shiguang Shan, Xilin Chen, Wen Wang, 2017, IEEE Signal Processing Letters.

Discriminative Covariance Oriented Representation Learning for Face Recognition with Image Sets

Shiguang Shan, Xilin Chen, Wen Wang, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Still-to-Video Face Matching Using Multiple Geodesic Flows

Shiguang Shan, Yan Li, Guodong Guo, 2016, IEEE Transactions on Information Forensics and Security.

Still to video face recognition using a heterogeneous matching approach

Shiguang Shan, Yan Li, Guodong Guo, 2015, 2015 IEEE 7th International Conference on Biometrics Theory, Applications and Systems (BTAS).

Face video retrieval with image query via hashing across Euclidean space and Riemannian manifold

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Probabilistic nearest neighbor search for robust classification of face image sets

Shiguang Shan, Xilin Chen, Wen Wang, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Joint sparse representation for video-based face recognition

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2014, Neurocomputing.

Coupling Alignments with Recognition for Still-to-Video Face Recognition

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2013, 2013 IEEE International Conference on Computer Vision.

Manifold–Manifold Distance and its Application to Face Recognition With Image Sets

Wen Gao, Shiguang Shan, Xilin Chen, 2012, IEEE Transactions on Image Processing.

Image sets alignment for Video-Based Face Recognition

Shiguang Shan, Xilin Chen, Zhen Cui, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Compact Video Code and Its Application to Robust Face Retrieval in TV-Series

Shiguang Shan, Xilin Chen, Zhen Cui, 2014, BMVC.

A comparative study on illumination preprocessing in face recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2013, Pattern Recognit..

Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2018, 2018 IEEE International Conference on Multimedia and Expo (ICME).

Deep Conditional Distribution Learning for Age Estimation

Shiguang Shan, Hu Han, Haomiao Sun, 2021, IEEE Transactions on Information Forensics and Security.

SANet: Statistic Attention Network for Video-Based Person Re-Identification

Shiguang Shan, Bingpeng Ma, Xilin Chen, 2022, IEEE Transactions on Circuits and Systems for Video Technology.

AgeNet: Deeply Learned Regressor and Classifier for Robust Apparent Age Estimation

Xin Liu, Shiguang Shan, Xilin Chen, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Recovering 3D facial shape via coupled 2D/3D space learning

Wen Gao, Shiguang Shan, Xilin Chen, 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

Dual Compensation Residual Networks for Class Imbalanced Learning

S. Shan, Xilin Chen, Rui Hou, 2023, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Design sparse features for age estimation using hierarchical face model

Wen Gao, Shiguang Shan, Xilin Chen, 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

Leveraging Datasets with Varying Annotations for Face Alignment via Deep Regression Network

Shiguang Shan, Xilin Chen, Jie Zhang, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Biometric Recognition

Shiguang Shan, Zhenan Sun, Yunhong Wang, 2017, Lecture Notes in Computer Science.

Self-supervised Learning for Fine-grained Ethnicity Classification under Limited Labeled Data

S. Shan, Jie Zhang, Kun Li, 2023, 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG).

Local Linear Regression (LLR) for Pose Invariant Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).

Using Score Normalization to Solve the Score Variation Problem in Face Authentication

Fei Yang, Wen Gao, Shiguang Shan, 2005, IWBRS.

AdaBoost Gabor Fisher Classifier for Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2005, AMFG.

Pose Invariant Face Recognition Under Arbitrary Illumination Based on 3D Face Reconstruction

Wen Gao, Shiguang Shan, Xilin Chen, 2005, AVBPA.

Baseline Evaluations on the CAS-PEAL-R1 Face Database

Wen Gao, Shiguang Shan, Xiaohua Zhang, 2004, SINOBIOMETRICS.

CAS-PEAL Large-Scale Chinese Face Database and Evaluation Protocols

Wen Gao, Shiguang Shan, Debin Zhao, 2004 .

Learning Shape-Appearance Based Attributes Representation for Facial Attribute Recognition with Limited Labeled Data

Shiguang Shan, Jie Zhang, Kunyan Li, 2021, 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).

Polynomial stacked-attention network for nationality classification

Shiguang Shan, Jie Zhang, Kunyan Li, 2021, Frontiers of Computer Science.

Robust FEC-CNN: A High Accuracy Facial Landmark Detection System

Shiguang Shan, Xilin Chen, Jie Zhang, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Review the strength of Gabor features for face recognition from the angle of its robustness to mis-alignment

Wen Gao, Shiguang Shan, Pang Yang, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

V-LGBP: Volume based local Gabor binary patterns for face representation and recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2008, 2008 19th International Conference on Pattern Recognition.

Semi-Supervised Discriminant Analysis via Spectral Transduction

S. Shan, Xilin Chen, Hong Chang, 2009, BMVC.

Graph Jigsaw Learning for Cartoon Face Recognition pdf

Shiguang Shan, Zhen Cui, Jian Yang, 2021, IEEE Transactions on Image Processing.

Adaptive Perturbation for Adversarial Attack

S. Shan, J. Zhang, Zheng Yuan, 2021, IEEE transactions on pattern analysis and machine intelligence.

A block-based support vector machine approach to the protein homology prediction task in KDD Cup 2004

Wen Gao, Shiguang Shan, Qiang Yang, 2004, SKDD.

CCLAP: Controllable Chinese Landscape Painting Generation Via Latent Diffusion Model

S. Shan, Jie Zhang, Zhilong Ji, 2023, 2023 IEEE International Conference on Multimedia and Expo (ICME).

Learning Mid-level Words on Riemannian Manifold for Action Recognition pdf

Shiguang Shan, Xilin Chen, Ruiping Wang, 2015, ArXiv.

DISC: Learning from Noisy Labels via Dynamic Instance-Specific Selection and Correction

S. Shan, Xilin Chen, Hu Han, 2023, Computer Vision and Pattern Recognition.

Multi-label Learning from Noisy Labels with Non-linear Feature Transformation

Shiguang Shan, Xilin Chen, Hu Han, 2018, ACCV.

Enhance ASMs Based on AdaBoost-Based Salient Landmarks Localization and Confidence-Constraint Shape Modeling

Wen Gao, Shiguang Shan, Xilin Chen, 2005, IWBRS.

Weakly Supervised Image Classification Through Noise Regularization

S. Shan, Xilin Chen, Hu Han, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Source-Free Adaptive Gaze Estimation by Uncertainty Reduction

S. Shan, Xilin Chen, Jiabei Zeng, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Hierarchical Compositional Representations for Few-shot Action Recognition

S. Shan, Jie Zhang, Xin Jin, 2022, Comput. Vis. Image Underst..

Multiset Feature Learning for Highly Imbalanced Data Classification

S. Shan, Xiaoyuan Jing, W. Zuo, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Zero-Shot Facial Expression Recognition with Multi-label Label Propagation

Shiguang Shan, Xilin Chen, Jiabei Zeng, 2018, ACCV.

A novel coarse-to-fine hair segmentation method

Dan Wang, Shiguang Shan, Wei Zeng, 2011, Face and Gesture 2011.

Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation

Shiguang Shan, Xilin Chen, Meina Kan, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Unified Principal Component Analysis with generalized Covariance Matrix for face recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2014, ACCV.

Function-Consistent Feature Distillation

S. Shan, Xilin Chen, Meina Kan, 2023, ICLR.

Fingerprint

Onur C. Hamsici, Michael C. Bromby, R. B. Kennedy, 2009, Encyclopedia of Biometrics.

Location Sensitive Network for Human Instance Segmentation

Shiguang Shan, Bingpeng Ma, Hong Chang, 2021, IEEE Transactions on Image Processing.

Robust Head-Shoulder Detection Using a Two-Stage Cascade Framework

Shiguang Shan, Xilin Chen, Ronghang Hu, 2014, 2014 22nd International Conference on Pattern Recognition.

Modification of the AdaBoost-based Detector for Partially Occluded Faces

Wen Gao, Jie Chen, Shiguang Shan, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Learning Fair Face Representation With Progressive Cross Transformer pdf

Shiguang Shan, Jian Yang, Yong Li, 2021, ArXiv.

Biometric Recognition

Xiuzhen Zhang, Emanuele Trucco, Peng Zhou, 2012, Lecture Notes in Computer Science.

IAUnet: Global Context-Aware Feature Learning for Person Reidentification

Xilin Chen, Bingpeng Ma, Hong Chang, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Diversity-Measurable Anomaly Detection

S. Shan, Xilin Chen, Wenrui Liu, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Face Anti-Spoofing with Multi-Scale Information

Shiguang Shan, Xilin Chen, Shiying Luo, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Sparsely Encoded Local Descriptor for face recognition

Shiguang Shan, Xilin Chen, Lei Zhang, 2011, Face and Gesture 2011.

Hierarchical Ensemble of Global and Local Classifiers for Face Recognition

S. Shan, Xilin Chen, Wen Gao, 2009, IEEE Transactions on Image Processing.

Relation-aware Multiple Attention Siamese Networks for Robust Visual Tracking

Xilin Chen, Bingpeng Ma, Hong Chang, 2019, BMVC.

Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning

Shiguang Shan, Xilin Chen, Anil K. Jain, 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Gaze estimation with semi-supervised eye landmark detection as an auxiliary task

S. Shan, Jiabei Zeng, Yunjia Sun, 2023, Pattern Recognition.

Shape driven kernel adaptation in Convolutional Neural Network for robust facial trait recognition

Shiguang Shan, Shuicheng Yan, Junliang Xing, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Geometry-Aware Similarity Learning on SPD Manifolds for Visual Recognition

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

Task-Adaptive Feature Reweighting for Few Shot Classification

Shiguang Shan, Xilin Chen, Meina Kan, 2018, ACCV.

Meta Gradient Adversarial Attack Supplementary Material

S. Shan, Chuanqi Tan, J. Zhang, 2021 .

Face Recognition with Contrastive Convolution

Shiguang Shan, Xilin Chen, Meina Kan, 2018, ECCV.

Recursive Spatial Transformer (ReST) for Alignment-Free Face Recognition

Yi Yang, Xin Liu, Shiguang Shan, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Contrastive Learning of Person-Independent Representations for Facial Action Unit Detection

S. Shan, Yong Li, 2023, IEEE Transactions on Image Processing.

Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance

S. Shan, Xilin Chen, Dong Xu, 2014, IEEE Transactions on Cybernetics.

Context constrained facial landmark localization based on discontinuous Haar-like feature

Shiguang Shan, Xiaowei Zhao, Xiujuan Chai, 2011, Face and Gesture 2011.

Ensemble of Piecewise FDA Based on Spatial Histograms of Local (Gabor) Binary Patterns for Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Self-paced Learning for Weakly Supervised Evidence Discovery in Multimedia Event Search

S. Shan, Mengyi Liu, Alexander Hauptmann, 2016, ArXiv.

BLPSeg: Balance the Label Preference in Scribble-Supervised Semantic Segmentation

S. Shan, Xilin Chen, Meina Kan, 2023, IEEE Transactions on Image Processing.

Learning long term face aging patterns from partially dense aging databases

Wen Gao, Shiguang Shan, Xilin Chen, 2009, 2009 IEEE 12th International Conference on Computer Vision.