Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion. - Xiaohua Huang 003; Guoying Zhao 001; Matti Pietikäinen; Wenming Zheng (ACIVS (2), 2010)

Combining dynamic texture and structural features for speaker identification. - Guoying Zhao 001; Xiaohua Huang 003; Yulia Gizatdinova; Matti Pietikäinen (MiFor@MM, 2010)

Expression Recognition in Videos Using a Weighted Component-Based Feature Descriptor. - Xiaohua Huang 003; Guoying Zhao 001; Matti Pietikäinen; Wenming Zheng (SCIA, 2011)

Facial expression recognition from near-infrared videos. - Guoying Zhao 001; Xiaohua Huang 003; Matti Taini; Stan Z. Li; Matti Pietikäinen (Image Vis. Comput., 2011)

Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study. - Jukka Kortelainen; Suvi Tiinanen; Xiaohua Huang 003; Xiaobai Li; Seppo J. Laukka; Matti Pietikäinen; Tapio Seppänen (EMBC, 2012)

Towards a dynamic expression recognition system under facial occlusion. - Xiaohua Huang 003; Guoying Zhao 001; Wenming Zheng; Matti Pietikäinen (Pattern Recognit. Lett., 2012)

Spatiotemporal Local Monogenic Binary Patterns for Facial Expression Recognition. - Xiaohua Huang 003; Guoying Zhao 001; Wenming Zheng; Matti Pietikäinen (IEEE Signal Process. Lett., 2012)

Emotion recognition from facial images with arbitrary views. - Xiaohua Huang 003; Guoying Zhao 001; Matti Pietikäinen (BMVC, 2013)

A Spontaneous Micro-expression Database: Inducement, collection and baseline. - Xiaobai Li; Tomas Pfister; Xiaohua Huang 003; Guoying Zhao 001; Matti Pietikäinen (FG, 2013)

Texture Description with Completed Local Quantized Patterns. - Xiaohua Huang 003; Guoying Zhao 001; Xiaopeng Hong; Matti Pietikäinen; Wenming Zheng (SCIA, 2013)

Improved Spatiotemporal Local Monogenic Binary Pattern for Emotion Recognition in The Wild. - Xiaohua Huang 003; Qiuhai He; Xiaopeng Hong; Guoying Zhao 001; Matti Pietikäinen (ICMI, 2014)

Robust Facial Expression Recognition Using Revised Canonical Correlation. - Xiaohua Huang 003; Guoying Zhao 001; Matti Pietikäinen; Wenming Zheng (ICPR, 2014)

Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. - Xiaohua Huang 003; Abhinav Dhall; Guoying Zhao 001; Roland Goecke; Matti Pietikäinen (BMVC, 2015)

Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection. - Xiaohua Huang 003; Sujing Wang; Guoying Zhao 001; Matti Pietikäinen (ICCV Workshops, 2015)

Transductive Transfer LDA with Riesz-based Volume LBP for Emotion Recognition in The Wild. - Yuan Zong; Wenming Zheng; Xiaohua Huang 003; Jingwei Yan; Tong Zhang 021 (ICMI, 2015)

Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition. - Xiaobai Li; Xiaopeng Hong; Antti Moilanen; Xiaohua Huang 003; Tomas Pfister; Guoying Zhao 001; Matti Pietikäinen (CoRR, 2015)

Analyzing the Affect of a Group of People Using Multi-modal Framework. - Xiaohua Huang 003; Abhinav Dhall; Xin Liu 012; Guoying Zhao 001; Jingang Shi; Roland Goecke; Matti Pietikäinen (CoRR, 2016)

Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection. - Xiaohua Huang 003; Sujing Wang; Xin Liu 012; Guoying Zhao 001; Xiaoyi Feng; Matti Pietikäinen (CoRR, 2016)

Analyzing the group sparsity based on the rank minimization methods. - Zhiyuan Zha; Xin Liu 012; Xiaohua Huang 003; Xiaopeng Hong; Henglin Shi; Yingyue Xu; Qiong Wang 002; Lan Tang; Xinggan Zhang (CoRR, 2016)

Multi-modal emotion analysis from facial expressions and electroencephalogram. - Xiaohua Huang 003; Jukka Kortelainen; Guoying Zhao 001; Xiaobai Li; Antti Moilanen; Tapio Seppänen; Matti Pietikäinen (Comput. Vis. Image Underst., 2016)

Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns. - Xiaohua Huang 003; Guoying Zhao 001; Xiaopeng Hong; Wenming Zheng; Matti Pietikäinen (Neurocomputing, 2016)

Emotion recognition in the wild via sparse transductive transfer linear discriminant analysis. - Yuan Zong; Wenming Zheng; Xiaohua Huang 003; Keyu Yan; Jingwei Yan; Tong Zhang 021 (J. Multimodal User Interfaces, 2016)

Cross-Corpus Speech Emotion Recognition Based on Domain-Adaptive Least-Squares Regression. - Yuan Zong; Wenming Zheng; Tong Zhang 021; Xiaohua Huang 003 (IEEE Signal Process. Lett., 2016)

Image denoising via group sparsity residual constraint. - Zhiyuan Zha; Xin Liu 012; Ziheng Zhou 003; Xiaohua Huang 003; Jingang Shi; Zhenhong Shang; Lan Tang; Yechao Bai; Qiong Wang 002; Xinggan Zhang (ICASSP, 2017)

Analyzing the group sparsity based on the rank minimization methods. - Zhiyuan Zha; Xin Liu 012; Xiaohua Huang 003; Henglin Shi; Yingyue Xu; Qiong Wang 002; Lan Tang; Xinggan Zhang (ICME, 2017)

Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition. - Yuan Zong; Xiaohua Huang 003; Wenming Zheng; Zhen Cui 001; Guoying Zhao 001 (ACM Multimedia, 2017)

Visual Tracking Based on Cooperative Model. - Bobin Zhang; Weidong Fang; Wei Chen 036; Fangming Bi; Chaogang Tang; Xiaohua Huang 003 (FG, 2018)

Can Micro-Expression be Recognized Based on Single Apex Frame? - Yante Li; Xiaohua Huang 003; Guoying Zhao 001 (ICIP, 2018)

A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation. - Xiaohua Huang 003; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (CoRR, 2018)

Micro-expression recognition with small sample size by transferring long-term convolutional neural network. - Sujing Wang; Bing-Jun Li; Yong-Jin Liu 001; Wen-Jing Yan; Xinyu Ou; Xiaohua Huang 003; Feng Xu; Xiaolan Fu (Neurocomputing, 2018)

Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods. - Xiaobai Li; Xiaopeng Hong; Antti Moilanen; Xiaohua Huang 003; Tomas Pfister; Guoying Zhao 001; Matti Pietikäinen (IEEE Trans. Affect. Comput., 2018)

Background Subtraction Using Spatio-Temporal Group Sparsity Recovery. - Xin Liu 012; Jiawen Yao; Xiaopeng Hong; Xiaohua Huang 003; Ziheng Zhou 003; Chun Qi; Guoying Zhao 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Domain Regeneration for Cross-Database Micro-Expression Recognition. - Yuan Zong; Wenming Zheng; Xiaohua Huang 003; Jingang Shi; Zhen Cui 001; Guoying Zhao 001 (IEEE Trans. Image Process., 2018)

Multimodal Framework for Analyzing the Affect of a Group of People. - Xiaohua Huang 003; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (IEEE Trans. Multim., 2018)

Learning From Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition. - Yuan Zong; Xiaohua Huang 003; Wenming Zheng; Zhen Cui 001; Guoying Zhao 001 (IEEE Trans. Multim., 2018)

Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition. - Xiaohua Huang 003; Sujing Wang; Xin Liu 012; Guoying Zhao 001; Xiaoyi Feng; Matti Pietikäinen (IEEE Trans. Affect. Comput., 2019)

Learning Depth from Light Field via Deep Convolutional Neural Network. - Lei Han 002; Xiaohua Huang 003; Zhan Shi; Shengnan Zheng (ICBDS, 2020)

NLWSNet: a weakly supervised network for visual sentiment analysis in mislabeled web images. - Luoyang Xue; Qirong Mao; Xiaohua Huang 003; Jie Chen 069 (Frontiers Inf. Technol. Electron. Eng., 2020)

Region attention and graph embedding network for occlusion objective class-based micro-expression recognition. - Qirong Mao; Ling Zhou 005; Wenming Zheng; Xiuyan Shao; Xiaohua Huang 003 (CoRR, 2021)

Micro-expression action unit detection with spatial and channel attention. - Yante Li; Xiaohua Huang 003; Guoying Zhao 001 (Neurocomputing, 2021)

Editorial for the special issue of IMAVIS on automatic face analytics for human behavior understanding. - Xiaohua Huang 003; Abhinav Dhall; Guoying Zhao 001; Wenming Zheng; Matti Pietikäinen (Image Vis. Comput., 2021)

Depth Estimation from Light Field Geometry Using Convolutional Neural Networks. - Lei Han 002; Xiaohua Huang 003; Zhan Shi; Shengnan Zheng (Sensors, 2021)

Joint Local and Global Information Learning With Single Apex Frame Detection for Micro-Expression Recognition. - Yante Li; Xiaohua Huang 003; Guoying Zhao 001 (IEEE Trans. Image Process., 2021)

EMC2A-Net: An Efficient Multibranch Cross-channel Attention Network for SAR Target Classification. - Xiang Yu; Zhe Geng; Xiaohua Huang 003; Qinglu Wang; Daiyin Zhu (CoRR, 2022)

Leaders and Followers Identified by Emotional Mimicry During Collaborative Learning: A Facial Expression Recognition Study on Emotional Valence. - Muhterem Dindar; Sanna Järvelä; Sara Ahola; Xiaohua Huang 003; Guoying Zhao 001 (IEEE Trans. Affect. Comput., 2022)

Analyzing Group-Level Emotion with Global Alignment Kernel based Approach. - Xiaohua Huang 003; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (IEEE Trans. Affect. Comput., 2022)

Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network. - Qirong Mao; Ling Zhou 005; Wenming Zheng; Xiuyan Shao; Xiaohua Huang 003 (IEEE Trans. Affect. Comput., 2022)

A New Database of Houma Alliance Book Ancient Handwritten Characters and Its Baseline Algorithm. - Xiaoyu Yuan; Zhibo Zhang; Yabo Sun; Zekai Xue; Xiuyan Shao; Xiaohua Huang 003 (ICMSSP, 2023)

"Unus pro omnibus, omnes pro uno": understanding unauthorised file sharing in online communities from a public goods contribution perspective. - Xiuyan Shao; Hemin Jiang; Mikko T. Siponen; Cong Cao 002; Xiaohua Huang 003 (Internet Res., 2023)

EMC²A-Net: An Efficient Multibranch Cross-Channel Attention Network for SAR Target Classification. - Xiang Yu; Ying Qian; Zhe Geng; Xiaohua Huang 003; Qinglu Wang; Daiyin Zhu (IEEE Trans. Geosci. Remote. Sens., 2023)

Assessment of visual fatigue caused by stereoscopic disparity based on multimodal measurement. - Lixiu Jia; Lixin Jia; Zhong Lin; Lihang Feng; Xiaohua Huang 003 (Displays, 2023)

Micro-expression Recognition Based on Dual-Stream Spatiotemporal Transformer. - Yan Zhao; Xiaohua Huang 003; Chuangao Tang (ICPR (13), 2024)

A Survey of Deep Learning for Group-level Emotion Recognition. - Xiaohua Huang 003; Jinke Xu; Wenming Zheng; Qirong Mao; Abhinav Dhall (CoRR, 2024)

A multimodal visual fatigue assessment model based on back propagation neural network and XGBoost. - Lixiu Jia; Lixin Jia; Jian Zhao; Lihang Feng; Xiaohua Huang 003 (Displays, 2024)

Adaptive Cross Transformer With Contrastive Learning for Surface Defect Detection. - Xiaohua Huang 003; Yang Li 019; Yongqiang Bao; Wenming Zheng (IEEE Trans. Instrum. Meas., 2024)

SSA-YOLO: An Improved YOLO for Hot-Rolled Strip Steel Surface Defect Detection. - Xiaohua Huang 003; Jiahao Zhu 006; Ying Huo (IEEE Trans. Instrum. Meas., 2024)

An Empirical Study of Super-Resolution on Low-Resolution Micro-Expression Recognition. - Ling Zhou 005; Mingpei Wang; Xiaohua Huang 003; Wenming Zheng; Qirong Mao; Guoying Zhao 001 (IEEE Trans. Affect. Comput., 2025)

Towards a Robust Group-Level Emotion Recognition via Uncertainty-Aware Learning. - Qing Zhu 002; Qirong Mao; Jialin Zhang; Xiaohua Huang 003; Wenming Zheng (IEEE Trans. Affect. Comput., 2025)

Incorporating Scene Context and Semantic Labels for Enhanced Group-level Emotion Recognition. - Qing Zhu 002; Wangdong Guo; Qirong Mao; Xiaohua Huang 003; Xiuyan Shao; Wenming Zheng (CoRR, 2025)