Shiguang Shan

发表

Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance

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

Special Issue on Facial Image Processing and Analysis

Shiguang Shan, Marian Stewart Bartlett, Mislav Grgic, 2009 .

Prototype Discriminative Learning for Face Image Set Classification

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

Cross-view Graph Embedding

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

Hierarchical background subtraction using local pixel clustering

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

A novel two-tier Bayesian based method for hair segmentation

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

Learning Discriminative Latent Attributes for Zero-Shot Classification

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

Cross-pose face recognition based on partial least squares

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

Learning Gabor Features for Facial Age Estimation

Shiguang Shan, Wankou Yang, Cuixian Chen, 2011, CCBR.

Face recognition based on face‐specific subspace

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

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.

Illumination transfer using homomorphic wavelet filtering and its application to light-insensitive face recognition

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

3D Haar-Like Features for Pedestrian Detection

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

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

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

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.

Novel example-based shape learning for fast face alignment

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

Modeling Video Dynamics with Deep Dynencoder

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

Approximating Inference on Complex Motion Models Using Multi-model Particle Filter

Wen Gao, Shiguang Shan, Debin Zhao, 2004, PCM.

Separability Oriented Preprocessing for Illumination-Insensitive Face Recognition

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

Data-driven hair segmentation with isomorphic manifold inference

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

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.

Transferable Contrastive Network for Generalized Zero-Shot Learning

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

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).

Optimization of a training set for more robust face detection

Wen Gao, Jie Chen, Shiguang Shan, 2009, Pattern Recognit..

Biometric Recognition

Shiguang Shan, Zhenan Sun, Jianjiang Feng, 2015, Lecture Notes in Computer Science.

Relative Forest for Visual Attribute Prediction

Shiguang Shan, Xilin Chen, Shuicheng Yan, 2016, IEEE Transactions on Image Processing.

Exemplar-Supported Generative Reproduction for Class Incremental Learning

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

Sigma Set Based Implicit Online Learning for Object Tracking

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

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

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

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).

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).

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.

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).

Baseline Evaluations on the CAS-PEAL-R1 Face Database

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

WIDER Face and Pedestrian Challenge 2018: Methods and Results pdf

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

Visual Textbook Network: Watch Carefully before Answering Visual Questions

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

Face relighting for face recognition under generic illumination

Shiguang Shan, Xilin Chen, Laiyun Qing, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Side-Information based Linear Discriminant Analysis for Face Recognition

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

Face Recognition Under Varying Lighting Based on Derivates of Log Image

Wen Gao, Shiguang Shan, Laiyun Qing, 2004, SINOBIOMETRICS.

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.

Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking

Shiguang Shan, Lei Zhang, Wangmeng Zuo, 2018, ECCV.

Adaptive discriminant learning for face recognition

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

Sparsely encoded local descriptor for face verification

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

Cross-pose Face Recognition by Canonical Correlation Analysis pdf

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

A Concatenational Graph Evolution Aging Model

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

Performance Evaluation, Overview

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

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).

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

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

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

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

Local Gabor Binary Patterns Based on Mutual Information for Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2007, Int. J. Image Graph..

Coupled Metric Learning for Face Recognition with Degraded Images

Shiguang Shan, Xilin Chen, Hong Chang, 2009, ACML.

Active Learning for Interactive Segmentation with Expected Confidence Change

Dan Wang, Shiguang Shan, Xilin Chen, 2012, ACCV.

Deep Supervised Hashing for Fast Image Retrieval

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

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).

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

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

Morphable Displacement Field Based Image Matching for Face Recognition across Pose

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

Report on the FG 2015 Video Person Recognition Evaluation

Bruce A. Draper, Gang Hua, Shiguang Shan, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Hallucinating facial images and features

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

Pose Estimation Based on Gaussian Error Models

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

Deep Heterogeneous Hashing for Face Video Retrieval

Shiguang Shan, Xilin Chen, Ruiping Wang, 2020, IEEE Transactions on Image Processing.

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).

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).

Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection

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

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..

Novel example-based shape learning for fast face alignment

Wen Gao, Shiguang Shan, Xiujuan Chai, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

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.

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).

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)..

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

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

Hierarchical Attention for Part-Aware Face Detection

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

Cascaded Shape Space Pruning for Robust Facial Landmark Detection

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

HandTalker: A Multimodal Dialog System Using Sign Language and 3-D Virtual Human

Wen Gao, Shiguang Shan, Xilin Chen, 2000, ICMI.

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

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

AU-inspired Deep Networks for Facial Expression Feature Learning

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

Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes

Wen Gao, Shiguang Shan, Xilin Chen, 2006, ICB.

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.

Dual Purpose Hashing pdf

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

Enhance the Alignment Accuracy of Active Shape Models Using Elastic Graph Matching

Wen Gao, Shiguang Shan, Baocai Yin, 2004, ICBA.

Face recognition using Ada-Boosted Gabor features

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

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).

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.

Facial feature tracking combining model-based and model-free method

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

Deep Second-Order Siamese Network for Pedestrian Re-identification

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2016, ACCV.

Patch-Gated CNN for Occlusion-aware Facial Expression Recognition

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

Adaptive Metric Learning For Zero-Shot Recognition

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

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).

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).

Strip Features for Fast Object Detection

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

Sparsely Encoded Local Descriptor for face recognition

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

Fea-Accu cascade for face detection

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

Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism

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

Individual 3D face synthesis based on orthogonal photos and speech-driven facial animation

Wen Gao, Shiguang Shan, Xilin Chen, 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

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.

Joint Face Alignment: Rescue Bad Alignments with Good Ones by Regularized Re-fitting

Shiguang Shan, Xiaowei Zhao, Xiujuan Chai, 2012, ECCV.

Head yaw estimation via symmetry of regions

Shiguang Shan, Bingpeng Ma, Annan Li, 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Facial feature tracking combining model-based and model-free method

Wen Gao, Shiguang Shan, Jianyu Wang, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

Isomap Based on the Image Euclidean Distance

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

COSONet: Compact Second-Order Network for Video Face Recognition

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

Attribute Conjunction Learning with Recurrent Neural Network

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

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).

Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis

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

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

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

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.

AdaBoost Gabor Fisher Classifier for Face Recognition

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

Classifiability-based Optimal Discriminatory Projection Pursuit

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

Topic-Aware Deep Auto-Encoders (TDA) for Face Alignment

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

Patch-Based Gabor Fisher Classifier for Face Recognition

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

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.

Maximal Likelihood Correspondence Estimation for Face Recognition Across Pose

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

Representation Learning with Smooth Autoencoder

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

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).

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.

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

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

Generative Adversarial Network with Spatial Attention for Face Attribute Editing

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

Face Misalignment Problem

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

Face Misalignment Problem

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

Visual concept conjunction learning with recurrent neural networks

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

TKDN: Scene Text Detection via Keypoints Detection

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

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.

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

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

A Unified Multiplicative Framework for Attribute Learning

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

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

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

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).

Relative Forest for Attribute Prediction

Shiguang Shan, Xilin Chen, Shaoxin Li, 2012, ACCV.

Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification

Shiguang Shan, Xiao-Yuan Jing, Fei Wu, 2017, AAAI.

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.

Partial least squares regression on grassmannian manifold for emotion recognition

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

Robust Multi-view Face Detection Using Error Correcting Output Codes

Wen Gao, Shiguang Shan, Xilin Chen, 2006, ECCV.

Face Recognition under Varying Lighting Based on the Probabilistic Model of Gabor Phase

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

Face Recognition after Plastic Surgery: A Comprehensive Study

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

Semi-Supervised Discriminant Analysis via Spectral Transduction

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

Object segmentation with deep regression

Dan Wang, Shiguang Shan, Jianchao Li, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

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).

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

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

Enhancing Expression Recognition in the Wild with Unlabeled Reference Data

Shiguang Shan, Xilin Chen, Shaoxin Li, 2012, ACCV.

Locally Assembled Binary (LAB) feature with feature-centric cascade for fast and accurate face detection

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

Learned local Gabor patterns for face representation and recognition

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

Structured Sparse Linear Discriminant Analysis

Shiguang Shan, Xilin Chen, Zhen Cui, 2012, 2012 19th IEEE International Conference on Image Processing.

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

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

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

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

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.

A comparative study on illumination preprocessing in face recognition

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

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 .

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).

Multiset Feature Learning for Highly Imbalanced Data Classification

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

Locally Linear Regression for Pose-Invariant Face Recognition

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

A novel coarse-to-fine hair segmentation method

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

Informedia@TrecVID 2014: MED and MER

Shiguang Shan, Florian Metze, Alexander Hauptmann, 2014 .

Actions Recognition in Crowd Based on Coarse-to-Fine Multi-object Tracking

Shiguang Shan, Xilin Chen, Sixue Gong, 2016, ACCV Workshops.

Everything is in the Face? Represent Faces with Object Bank

Xin Liu, Shiguang Shan, Alexander G. Hauptmann, 2014, ACCV Workshops.

Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Recognition

Shiguang Shan, Xilin Chen, Ruiping Wang, 2015 .

Video Analytics. Face and Facial Expression Recognition

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

A Novel pseudo viewpoint based Holoscopic 3D Micro-gesture Recognition

Shiguang Shan, Mohammad Rafiq Swash, Hongying Meng, 2020, ICMI Companion.

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.

Manifold Alignment via Corresponding Projections

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

Deep Learning for Visual Understanding [From the Guest Editors]

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

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.

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

Shiguang Shan, Xilin Chen, Meina Kan, 2013, International Journal of Computer Vision.

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.

An improved active shape model for face alignment

Wen Gao, Shiguang Shan, Wei Wang, 2002, Proceedings. Fourth IEEE International Conference on Multimodal Interfaces.

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).

Deep Network Cascade for Image Super-resolution

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

Deep Video Code for Efficient Face Video Retrieval

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

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.

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).

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

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

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..

Pose-adaptive Hierarchical Attention Network for Facial Expression Recognition pdf

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

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.

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.

Aligning Coupled Manifolds for Face Hallucination

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

A Three-Category Face Detector with Contextual Information on Finding Tiny Faces

Shiguang Shan, Jie Zhang, Yuanqing Xia, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

LLEC: An Image Coder with Low-Complexity and Low-Memory Requirement

Wen Gao, Shiguang Shan, Debin Zhao, 2001, IEEE Pacific Rim Conference on Multimedia.

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).

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.

Prototype Discriminative Learning for Image Set Classification

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

Classifiability-Based Discriminatory Projection Pursuit

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

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 via Universal Manifold Model for Dynamic Facial Expression Recognition

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

Locality-constrained framework for face alignment

Jie Zhang, Shiguang Shan, Xilin Chen, 2018, Frontiers of Computer Science.

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).

Coarse-to-Fine Hair Segmentation Method: Coarse-to-Fine Hair Segmentation Method

Shiguang Shan, Xilin Chen, Wei Zeng, 2014 .

MEC 2016: The Multimodal Emotion Recognition Challenge of CCPR 2016

Shiguang Shan, Björn W. Schuller, Dongmei Jiang, 2016, CCPR.

Video modeling and learning on Riemannian manifold for emotion recognition in the wild

Shiguang Shan, Xilin Chen, Zhiwu Huang, 2015, Journal on Multimodal User Interfaces.

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).

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 Anti-Spoofing with Multi-Scale Information

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

Fusing Magnitude and Phase Features for Robust Face Recognition

Shiguang Shan, Xilin Chen, Haihong Zhang, 2012, ACCV.

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

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

Enhancing Training Set for Face Detection

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

Biometric Recognition

Shiguang Shan, Qijun Zhao, Zhenan Sun, 2016, Lecture Notes in Computer Science.

Virtual face image generation for illumination and pose insensitive face recognition

Wen Gao, Shiguang Shan, Xiujuan Chai, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

2D Cascaded AdaBoost for Eye Localization

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

Multiple Fisher Classifiers Combination for Face Recognition based on Grouping AdaBoosted Gabor Features

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

Integration of Global and Local Feature for Face Recognition: Integration of Global and Local Feature for Face Recognition

Shiguang Shan, Xilin Chen, Wen Gao, 2010 .

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

Wen Gao, Shiguang Shan, Debin Zhao, 2004 .

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.

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).

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.

Recent progress in vision-based HCI

Shiguang Shan, 2010, 2010 4th International Universal Communication Symposium.

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).

Deep Learning for Pattern Recognition

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

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

Shiguang Shan, Xilin Chen, Meina Kan, 2018 .

Style Transfer with Adversarial Learning for Cross-Dataset Person Re-identification

Shiguang Shan, Xilin Chen, Bingpeng Ma, 2018, ACCV.

A novel pupil localization method based on GaborEye model and radial symmetry operator

Wen Gao, Shiguang Shan, Bo Du, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

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

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

Smart computing for large scale visual data sensing and processing

Lei Zhang, Shiguang Shan, Pinar Duygulu Sahin, 2016, Neurocomputing.

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.

Fusing magnitude and phase features with multiple face models for robust face recognition

Shiguang Shan, Xilin Chen, Zhen Cui, 2017, Frontiers of Computer Science.

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..

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).

Learning Prototype Hyperplanes for Face Verification in the Wild

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

Novel Face Detection Method Based on Gabor Features

Wen Gao, Jie Chen, Shiguang Shan, 2004, SINOBIOMETRICS.

Maximal Linear Embedding for Dimensionality Reduction

Wen Gao, Jie Chen, Shiguang Shan, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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.

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

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

Empirical comparisons of several preprocessing methods for illumination insensitive face recognition

Wen Gao, Shiguang Shan, Bo Du, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Lighting Aware Preprocessing for Face Recognition across Varying Illumination

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

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).

Face Alignment across Large Pose via MT-CNN Based 3D Shape Reconstruction

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

Multi-Modal Face Presentation Attack Detection via Spatial and Channel Attentions

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

Performance Evaluation, Overview

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

Constraint Shape Model Using Edge Constraint and Gabor Wavelet Based Search

Wen Gao, Shiguang Shan, Wei Wang, 2003, AVBPA.

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).

Local Visual Primitives (LVP) for Face Modelling and Recognition

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

Image sets alignment for Video-Based Face Recognition

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

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).

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.

Interactive Segmentation with Recommendation of Most Informative Regions

Dan Wang, Shiguang Shan, Xilin Chen, 2012, IScIDE.

Shift-Net: Image Inpainting via Deep Feature Rearrangement pdf

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

Head Yaw Estimation From Asymmetry of Facial Appearance

Wen Gao, Shiguang Shan, Xilin Chen, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

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).

Arbitrary Facial Attribute Editing: Only Change What You Want pdf

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

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

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

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).

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.

Classification of Facial Images Using Gaussian Mixture Models

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

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).

Facial Shape Localization Using Probability Gradient Hints

Shiguang Shan, Xilin Chen, Zhiheng Niu, 2009, IEEE Signal Processing Letters.

Face Recognition with Contrastive Convolution

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

Boosted translation-tolerable classifiers for fast object detection

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

Multi-View Discriminant Analysis

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

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

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

Learning prototypes and similes on Grassmann manifold for spontaneous expression recognition

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

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

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

Face recognition under generic illumination based on harmonic relighting

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

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.

Low-Resolution Face Recognition via Coupled

Shiguang Shan, Xilin Chen, Bo Li, 2010 .

Component-Based Cascade Linear Discriminant Analysis for Face Recognition

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

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).

Learning and synthesizing MPEG-4 compatible 3-D face animation from video sequence

Wen Gao, Shiguang Shan, Yiqiang Chen, 2003, IEEE Trans. Circuits Syst. Video Technol..

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

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

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

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

Low-Resolution Face Recognition via Coupled Locality Preserving Mappings

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

Information fusion in face identification

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

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).

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).

Self-Paced Learning with Diversity

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

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).

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 .

Are Gabor phases really useless for face recognition?

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

How to Train a Classifier Based on the Huge Face Database?

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

Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation

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

Multiple-Shot Person Re-identification via Riemannian Discriminative Learning

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

Noisy Face Image Sets Refining Collaborated with Discriminant Feature Space Learning

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

Generalized Unsupervised Manifold Alignment

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

Localizing the iris center by region growing search

Wen Gao, Shiguang Shan, Debin Zhao, 2002, Proceedings. IEEE International Conference on Multimedia and Expo.

Adaptive discriminant analysis for face recognition from single sample per person

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

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

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

Computer Vision - ACCV 2014 Workshops

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

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.

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

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

Maximizing intra-individual correlations for illumination-insensitive face recognition

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

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 .

Robust Appearance-Based Method for Head Pose Estimation: Robust Appearance-Based Method for Head Pose Estimation

Shiguang Shan, Xilin Chen, Wen Gao, 2009 .

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

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

Weakly Supervised Object Detection With Segmentation Collaboration

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

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

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

HeadNet: Pedestrian Head Detection Utilizing Body in Context

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

Coupled Bias–Variance Tradeoff for Cross-Pose Face Recognition

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

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.

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).

AttGAN: Facial Attribute Editing by Only Changing What You Want

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

A Compositional and Dynamic Model for Face Aging

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

Interacting multiple model particle filter to adaptive visual tracking

Wen Gao, Shiguang Shan, Debin Zhao, 2004, Third International Conference on Image and Graphics (ICIG'04).

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).

Sigma Set: A small second order statistical region descriptor

Shiguang Shan, Wen Gao, Xiaopeng Hong, 2009, CVPR.

Attribute annotation on large-scale image database by active knowledge transfer

Shiguang Shan, Xilin Chen, Ruiping Wang, 2018, Image Vis. Comput..

Maximizing intra-individual correlations for face recognition across pose differences

Shiguang Shan, Wen Gao, Annan Li, 2009, CVPR.

Multi-view Discriminant Analysis

Shiguang Shan, Xilin Chen, Haihong Zhang, 2012, ECCV.

Discriminant analysis for perceptionally comparable classes

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

Head Pose Estimation via Background Removal

Shiguang Shan, Bingpeng Ma, Xu Yang, 2012, IScIDE.

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

Shiguang Shan, Xilin Chen, Wen Wang, 2015, CVPR.

Local Gabor Binary Patterns Based on Kullback–Leibler Divergence for Partially Occluded Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2007, IEEE Signal Processing Letters.

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

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

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).

Local Regression Model for Automatic Face Sketch Generation

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

Face recognition based on non-corresponding region matching

Wen Gao, Shiguang Shan, Xilin Chen, 2011, 2011 International Conference on Computer Vision.

Locality-Constrained Active Appearance Model

Shiguang Shan, Xilin Chen, Xiaowei Zhao, 2012, ACCV.

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).

Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks

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

Special issue on selected and extended papers from the 2015 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2015)

Shiguang Shan, Deng Cai, Hong Chang, 2017, Neurocomputing.

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).

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

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

Margin Emphasized Metric Learning and its application to Gabor feature based face recognition

Shiguang Shan, Shaoxin Li, 2011, Face and Gesture 2011.

Multiview Metric Learning with Global Consistency and Local Smoothness

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

Improving 2D Face Recognition via Discriminative Face Depth Estimation

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

Pose Normalization Using Generic 3D Face Model as a Priori for Pose-Insensitive Face Recognition

Xin Liu, Wen Gao, Shiguang Shan, 2004, SINOBIOMETRICS.

Biometric Recognition

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

Texture and Motion Pattern Fusion for Background Subtraction

Shiguang Shan, Xilin Chen, Hongxun Yao, 2008 .

Academy of Sciences,

Wen Gao, Shiguang Shan, Xilin Chen, 2022 .

Automatic Engagement Prediction with GAP Feature

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

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).

Task-Adaptive Feature Reweighting for Few Shot Classification

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

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.

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

Shiguang Shan, Wen Gao, Yazhou Liu, 2009, CVPR.

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.

Matrix-Structural Learning (MSL) of Cascaded Classifier from Enormous Training Set

Wen Gao, Jie Chen, Shiguang Shan, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Hierarchical Ensemble of Global and Local Classifiers for Face Recognition

Wen Gao, Shiguang Shan, Xilin Chen, 2009, IEEE Trans. Image Process..

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).

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..

Hierarchical ensemble of Gabor Fisher classifier for face recognition

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

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..

Joint sparse representation for video-based face recognition

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

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.

Parzen Discriminant Analysis

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

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.

Self-Paced Curriculum Learning

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

View-Adaptive Metric Learning for Multi-view Person Re-identification

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

Fusing Local Patterns of Gabor Magnitude and Phase for Face Recognition

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

Deep Supervised Hashing for Fast Image Retrieval

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

Face identification from a single example image based on Face-Specific Subspace (FSS)

Wen Gao, Shiguang Shan, Debin Zhao, 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal 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.

Enhancing Human Face Detection by Resampling

Shiguang Shan, Xilin Chen, Jie Chen, 2007 .

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).

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).

Enhanced Active Shape Models with Global Texture Constraints for Image Analysis

Wen Gao, Shiguang Shan, Wei Wang, 2003, ISMIS.

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

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

A Fully End-to-End Cascaded CNN for Facial Landmark Detection

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

Facial Expression Recognition with Inconsistently Annotated Datasets

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

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

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

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.

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.

Bagging Based Efficient Kernel Fisher Discriminant Analysis for Face Recognition

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

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.

Hierarchical Training for Large Scale Face Recognition with Few Samples Per Subject

Shiguang Shan, Xilin Chen, Meina Kan, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Novel face recognition based on individual eigen-subspaces

Shiguang Shan, Xilin Chen, Wen Gao, 2000, WCC 2000 - ICSP 2000. 2000 5th International Conference on Signal Processing Proceedings. 16th World Computer Congress 2000.

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).

Meta Gradient Adversarial Attack pdf

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

Graph Jigsaw Learning for Cartoon Face Recognition pdf

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

MFR 2021: Masked Face Recognition Competition

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

Gaze Estimation with an Ensemble of Four Architectures pdf

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

Location Sensitive Network for Human Instance Segmentation

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

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).

Learning Fair Face Representation With Progressive Cross Transformer pdf

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

Image style disentangling for instance-level facial attribute transfer

Shiguang Shan, Meina Kan, Xingguang Song, 2021, Comput. Vis. Image Underst..

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).

Adaptive Image Transformations for Transfer-based Adversarial Attack pdf

Shiguang Shan, Jie Zhang, Zheng Yuan, 2021, ArXiv.

Polynomial stacked-attention network for nationality classification

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

Efficient Face Alignment Network For Masked Face

Shiguang Shan, Zhongqin Wu, Jie Zhang, 2021, 2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

Locality-Aware Channel-Wise Dropout for Occluded Face Recognition

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

Deep Conditional Distribution Learning for Age Estimation

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

Meta Auxiliary Learning for Facial Action Unit Detection pdf

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

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).

UniCon: Unified Context Network for Robust Active Speaker Detection

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

Local Feature Enhancement Network for Set-based Face Recognition

Shiguang Shan, Xilin Chen, Ziyi Bai, 2021, 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).

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).

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

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

BVPNet: Video-to-BVP Signal Prediction for Remote Heart Rate Estimation

Shiguang Shan, Hu Han, Antitza Dantcheva, 2021, 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021).

Landmark-aware Self-supervised Eye Semantic Segmentation

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

EigenGAN: Layer-Wise Eigen-Learning for GANs pdf

Shiguang Shan, Meina Kan, Zhenliang He, 2021, 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).

Adaptive Perturbation for Adversarial Attack pdf

Shiguang Shan, Jie Zhang, Zheng Yuan, 2021, ArXiv.

Feature Completion for Occluded Person Re-Identification

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

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.

Effects of Image Preprocessing on Face Matching and Recognition in Human Observers

Shiguang Shan, Hu Han, Wenfeng Chen, 2013 .

FACE RECOGNITION WITH HARMONIC DE-LIGHTING

Shiguang Shan, Wen Gao, Laiyun Qing, 2003 .

[IEEE 18th International Conference on Pattern Recognition (ICPR\'06) - Hong Kong, China ()] 18th International Conference on Pattern Recognition (ICPR\'06) - 2D Cascaded AdaBoost for Eye Localization

Shiguang Shan, Wen Gao, Shengye Yan, 2006 .

Surface reflectance classifying under natural illumination

Shiguang Shan, Wen Gao, Laiyun Qing, 2003, Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint.

Face Recognition Performance Evaluation

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

Face Recognition Based on Support Vector Method

Wen Gao, Shiguang Shan, Guoqin Cui, 2002 .

Discriminant Gaborfaces and Support Vector Machines Classifier for Face Recognition

Shiguang Shan, Wen Gao, Baochang Zhang, 2004 .

Point-Light Display

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

Combining Active Shape Models and Active Appearance Models For Accurate Image Interpretation

Shiguang Shan, Baocai Yin, Wei Wang, 2002 .

Shape Driven Kernel Adaptation in CNN for Robust Facial Trait Recognition

Shiguang Shan, Shuicheng Yan, Junliang Xing, 2015 .

False Positive Rate

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

Supplementary Materials : Self-Paced Learning with Diversity

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

Pose normalization for robust face recognition based on statistical affine transformation

Shiguang Shan, Wen Gao, Xiujuan Chai, 2003, Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint.

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

Shiguang Shan, Debin Zhao, Xilin Chen, 2002 .

Face Identification

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