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Viewing Publication 1 - 100 from 249

2022

Spatio-Temporal Pain Estimation Network With Measuring Pseudo Heart Rate GainDong Huang 0003, Xiaoyi Feng, Haixi Zhang, Zitong Yu, Jinye Peng, Guoying Zhao, Zhaoqiang Xia. tmm, 24:3300-3313, 2022. [doi]

Cross-Database Micro-Expression Recognition: A BenchmarkTong Zhang 0015, Yuan Zong, Wenming Zheng, C. L. Philip Chen, Xiaopeng Hong, Chuangao Tang, Zhen Cui 0001, Guoying Zhao. tkde, 34(2):544-559, 2022. [doi]

Geometry-Contrastive Transformer for Generalized 3D Pose TransferHaoyu Chen, Hao Tang 0005, Zitong Yu, Nicu Sebe, Guoying Zhao. AAAI 2022: 258-266 [doi]

A Robust GAN-Generated Face Detection Method Based on Dual-Color Spaces and an Improved XceptionBeijing Chen, Xin Liu, Yuhui Zheng, Guoying Zhao, Yun Qing Shi 0001. tcsv, 32(6):3527-3538, 2022. [doi]

Leaders and Followers Identified by Emotional Mimicry During Collaborative Learning: A Facial Expression Recognition Study on Emotional ValenceMuhterem Dindar, Sanna Järvelä, Sara Ahola, Xiaohua Huang, Guoying Zhao. taffco, 13(3):1390-1400, 2022. [doi]

Analyzing Group-Level Emotion with Global Alignment Kernel based ApproachXiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao. taffco, 13(2):713-728, 2022. [doi]

Cross-domain heterogeneous residual network for single image super-resolutionLi Ji, Qinghui Zhu, Yongqin Zhang, Juanjuan Yin, Ruyi Wei, Jinsheng Xiao, Deqiang Xiao, Guoying Zhao. NN, 149:84-94, 2022. [doi]

Pain fingerprinting using multimodal sensing: pilot studyAnja Keskinarkaus, Ruijing Yang, Angelos Fylakis, Md. Surat-E.-Mostafa, Arto J. Hautala, Yong Hu, Jinye Peng, Guoying Zhao, Tapio Seppänen, Jaro Karppinen. mta, 81(4):5717-5742, 2022. [doi]

A dual-branch neural network for DeepFake video detection by detecting spatial and temporal inconsistenciesLiang Kuang, Yiting Wang, Tian Hang, Beijing Chen, Guoying Zhao. mta, 81(29):42591-42606, 2022. [doi]

WEDAR: Webcam-based Attention Analysis via Attention Regulator Behavior Recognition with a Novel E-reading DatasetYoon Lee, Haoyu Chen, Guoying Zhao, Marcus Specht. icmi 2022: 319-328 [doi]

Deep Learning for Micro-Expression Recognition: A SurveyYante Li, Jinsheng Wei, Yang Liu 0182, Janne Kauttonen, Guoying Zhao. taffco, 13(4):2028-2046, 2022. [doi]

TMVOS: Triplet Matching for Efficient Video Object SegmentationJiajia Liu, Hong-Ning Dai, Guoying Zhao, Bo Li 0111, Tianqi Zhang. spic, 107:116779, 2022. [doi]

Uncertain Label Correction via Auxiliary Action Unit Graphs for Facial Expression RecognitionYang Liu, Xingming Zhang, Janne Kauttonen, Guoying Zhao. icpr 2022: 777-783 [doi]

Hyperbolic Deep Neural Networks: A SurveyWei Peng, Tuomas Varanka, Abdelrahman Mostafa, Henglin Shi, Guoying Zhao. pami, 44(12):10023-10044, 2022. [doi]

Learning Optimal K-space Acquisition and Reconstruction using Physics-Informed Neural NetworksWei Peng, Li Feng, Guoying Zhao, Fang Liu. cvpr 2022: 20762-20771 [doi]

Looking Back on Learned Experiences For Class/task Incremental LearningMozhgan PourKeshavarz, Guoying Zhao, Mohammad Sabokrou. iclr 2022: [doi]

Efficient Dense-Graph Convolutional Network with Inductive Prior Augmentations for Unsupervised Micro-Gesture RecognitionAtif Shah, Haoyu Chen, Henglin Shi, Guoying Zhao. icpr 2022: 2686-2692 [doi]

Multiscale 3D-Shift Graph Convolution Network for Emotion Recognition From Human ActionsHenglin Shi, Wei Peng, Haoyu Chen, Xin Liu 0012, Guoying Zhao. expert, 37(4):103-110, 2022. [doi]

PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference TransformerZitong Yu, Yuming Shen, Jingang Shi, Hengshuang Zhao, Philip H. S. Torr, Guoying Zhao. cvpr 2022: 4176-4186 [doi]

Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression RecognitionLiangfei Zhang, Xiaopeng Hong, Ognjen Arandjelovic, Guoying Zhao. taffco, 13(4):1973-1985, 2022. [doi]

2021

3D Skeletal Gesture Recognition via Discriminative Coding on Time-Warping Invariant Riemannian TrajectoriesXin Liu 0012, Guoying Zhao. tmm, 23:1841-1854, 2021. [doi]

iMiGUE: An Identity-Free Video Dataset for Micro-Gesture Understanding and Emotion AnalysisXin Liu 0012, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li, Guoying Zhao. cvpr 2021: 10631-10642 [doi]

Morphology-preserving reconstruction of times series with missing data for enhancing deep learning-based classificationNooshin Bahador, Guoying Zhao, Jarno Jokelainen, Seppo Mustola, Jukka Kortelainen. bspc, 70:103052, 2021. [doi]

Self-Supervised Learning via Multi-view Facial Rendezvous for 3D/4D Affect RecognitionMuzammil Behzad, Guoying Zhao. fgr 2021: 1-5 [doi]

Towards Reading Beyond Faces for Sparsity-aware 3D/4D Affect RecognitionMuzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao. ijon, 458:297-307, 2021. [doi]

Disentangling 3D/4D Facial Affect Recognition With Faster Multi-View TransformerMuzammil Behzad, Xiaobai Li, Guoying Zhao. spl, 28:1913-1917, 2021. [doi]

AniFormer: Data-driven 3D Animation with TransformerHaoyu Chen, Hao Tang 0005, Nicu Sebe, Guoying Zhao. bmvc 2021: 345 [doi]

Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose TransferHaoyu Chen, Hao Tang 0005, Henglin Shi, Wei Peng, Nicu Sebe, Guoying Zhao. iccv 2021: 8610-8619 [doi]

Editorial for the special issue of IMAVIS on automatic face analytics for human behavior understandingXiaohua Huang, Abhinav Dhall, Guoying Zhao, Wenming Zheng, Matti Peitikänen. ivc, 110:104185, 2021. [doi]

SRN: Side-Output Residual Network for Object Reflection Symmetry Detection and BeyondWei Ke, Jie Chen 0001, Jianbin Jiao, Guoying Zhao, Qixiang Ye. tnn, 32(5):1881-1895, 2021. [doi]

Micro-expression action unit detection with spatial and channel attentionYante Li, Xiaohua Huang, Guoying Zhao. ijon, 436:221-231, 2021. [doi]

Joint Local and Global Information Learning With Single Apex Frame Detection for Micro-Expression RecognitionYante Li, Xiaohua Huang, Guoying Zhao. TIP, 30:249-263, 2021. [doi]

Intra- and Inter-Contrastive Learning for Micro-expression Action Unit DetectionYante Li, Guoying Zhao. icmi 2021: 702-706 [doi]

Micro-expression Action Unit Detection with Dual-view Attentive Similarity-Preserving Knowledge DistillationYante Li, Wei Peng, Guoying Zhao. fgr 2021: 1-8 [doi]

The 2nd Challenge on Remote Physiological Signal Sensing (RePSS)Xiaobai Li, Haomiao Sun, Zhaodong Sun, Hu Han 0001, Antitza Dantcheva, Shiguang Shan, Guoying Zhao. iccvw 2021: 2404-2413 [doi]

A hybrid quantum-classical neural network with deep residual learningYanying Liang, Wei Peng, Zhu-Jun Zheng, Olli Silvén, Guoying Zhao. NN, 143:133-147, 2021. [doi]

Spatial Temporal Graph Deconvolutional Network for Skeleton-Based Human Action RecognitionWei Peng, Jingang Shi, Guoying Zhao. spl, 28:244-248, 2021. [doi]

Rethinking the ST-GCNs for 3D skeleton-based human action recognitionWei Peng, Jingang Shi, Tuomas Varanka, Guoying Zhao. ijon, 454:45-53, 2021. [doi]

Adaptive Modality Distillation for Separable Multimodal Sentiment AnalysisWei Peng, Xiaopeng Hong, Guoying Zhao, Erik Cambria. expert, 36(3):82-89, 2021. [doi]

Tripool: Graph triplet pooling for 3D skeleton-based action recognitionWei Peng, Xiaopeng Hong, Guoying Zhao. PR, 115:107921, 2021. [doi]

Deep End-to-End One-Class ClassifierMohammad Sabokrou, Mahmood Fathy, Guoying Zhao, Ehsan Adeli. tnn, 32(2):675-684, 2021. [doi]

Deep-HR: Fast heart rate estimation from face video under realistic conditionsMohammad Sabokrou, Masoud PourReza, Xiaobai Li, Mahmood Fathy, Guoying Zhao. eswa, 186:115596, 2021. [doi]

Graph Adversarial Learning for Noisy Skeleton-based Action RecognitionHenglin Shi, Wei Peng, Xin Liu, Guoying Zhao. ipas 2021: [doi]

Scalable multi-label canonical correlation analysis for cross-modal retrievalXin Shu, Guoying Zhao. PR, 115:107905, 2021. [doi]

MuSe 2021 Challenge: Multimodal Emotion, Sentiment, Physiological-Emotion, and Stress DetectionLukas Stappen, Eva-Maria Meßner, Erik Cambria, Guoying Zhao, Björn W. Schuller. mm 2021: 5706-5707 [doi]

The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and StressLukas Stappen, Alice Baird, Lukas Christ, Lea Schumann, Benjamin Sertolli, Eva-Maria Meßner, Erik Cambria, Guoying Zhao, Björn W. Schuller. mm 2021: 5-14 [doi]

DynGeoNet: Fusion Network for Micro-expression SpottingThuong-Khanh Tran, Quang Nhat Vo, Guoying Zhao. icmi 2021: 745-749 [doi]

Micro-expression spotting: A new benchmarkThuong-Khanh Tran, Quang Nhat Vo, Xiaopeng Hong, Xiaobai Li, Guoying Zhao. ijon, 443:356-368, 2021. [doi]

Micro-Expression Recognition with Noisy LabelsTuomas Varanka, Wei Peng, Guoying Zhao. hvei 2021: [doi]

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements PredictionRuijing Yang, Ziyu Guan, Zitong Yu, Xiaoyi Feng, Jinye Peng, Guoying Zhao. IJCAI 2021: 1231-1237 [doi]

Revisiting Pixel-Wise Supervision for Face Anti-SpoofingZitong Yu, Xiaobai Li, Jingang Shi, Zhaoqiang Xia, Guoying Zhao. tbbis, 3(3):285-295, 2021. [doi]

TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack DetectionZitong Yu, Xiaobai Li, Pichao Wang, Guoying Zhao. spl, 28:1290-1294, 2021. [doi]

NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-SpoofingZitong Yu, Jun Wan 0001, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao. pami, 43(9):3005-3023, 2021. [doi]

Dual-Cross Central Difference Network for Face Anti-SpoofingZitong Yu, Yunxiao Qin, Hengshuang Zhao, Xiaobai Li, Guoying Zhao. IJCAI 2021: 1281-1287 [doi]

Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture RecognitionZitong Yu, Benjia Zhou, Jun Wan 0001, Pichao Wang, Haoyu Chen, Xin Liu, Stan Z. Li, Guoying Zhao. TIP, 30:5626-5640, 2021. [doi]

2020

3D Skeletal Gesture Recognition via Hidden States ExplorationXin Liu 0012, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao. TIP, 29:4583-4597, 2020. [doi]

Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression RecognitionMuzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao. fgr 2020: 302-306 [doi]

Developing AI into Explanatory Supporting Models: An Explanation-visualized Deep Learning Prototype for Computer Supported Collaborative LearningHaoyu Chen, Esther Tan, Yoon Lee, Sambit Praharaj, Marcus Specht, Guoying Zhao. icls 2020: [doi]

Temporal Hierarchical Dictionary Guided Decoding for Online Gesture Segmentation and RecognitionHaoyu Chen, Xin Liu 0012, Jingang Shi, Guoying Zhao. TIP, 29:9689-9702, 2020. [doi]

A Coarse-to-Fine Framework for Multiple Pedestrian Crossing DetectionYuhua Fan, Zhonggui Sun, Guoying Zhao. sensors, 20(15):4144, 2020. [doi]

The 1st Challenge on Remote Physiological Signal Sensing (RePSS)Xiaobai Li, Hu Han 0001, Hao Lu, Xuesong Niu, Zitong Yu, Antitza Dantcheva, Guoying Zhao, Shiguang Shan. cvpr 2020: 1274-1281 [doi]

Video-Based Remote Physiological Measurement via Cross-Verified Feature DisentanglingXuesong Niu, Zitong Yu, Hu Han 0001, Xiaobai Li, Shiguang Shan, Guoying Zhao. eccv 2020: 295-310 [doi]

Learning Graph Convolutional Network for Skeleton-Based Human Action Recognition by Neural SearchingWei Peng, Xiaopeng Hong, Haoyu Chen, Guoying Zhao. AAAI 2020: 2669-2676 [doi]

Mix Dimension in Poincaré Geometry for 3D Skeleton-based Action RecognitionWei Peng, Jingang Shi, Zhaoqiang Xia, Guoying Zhao. mm 2020: 1432-1440 [doi]

Atrial Fibrillation Detection From Face Videos by Fusing Subtle VariationsJingang Shi, Iman Alikhani, Xiaobai Li, Zitong Yu, Tapio Seppänen, Guoying Zhao. tcsv, 30(8):2781-2795, 2020. [doi]

Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-ExpressionsZhaoqiang Xia, Xiaopeng Hong, Xingyu Gao, Xiaoyi Feng, Guoying Zhao. tmm, 22(3):626-640, 2020. [doi]

Revealing the Invisible With Model and Data Shrinking for Composite-Database Micro-Expression RecognitionZhaoqiang Xia, Wei Peng, Huai-Qian Khor, Xiaoyi Feng, Guoying Zhao. TIP, 29:8590-8605, 2020. [doi]

Corrections to "Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions"Zhaoqiang Xia, Xiaopeng Hong, Xingyu Gao, Xiaoyi Feng, Guoying Zhao. tmm, 22(4):1111, 2020. [doi]

AutoHR: A Strong End-to-End Baseline for Remote Heart Rate Measurement With Neural SearchingZitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao. spl, 27:1245-1249, 2020. [doi]

Face Anti-Spoofing with Human Material PerceptionZitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao. eccv 2020: 557-575 [doi]

Auto-Fas: Searching Lightweight Networks for Face Anti-SpoofingZitong Yu, Yunxiao Qin, Xiaqing Xu, Chenxu Zhao, Zezheng Wang, Zhen Lei, Guoying Zhao. icassp 2020: 996-1000 [doi]

Searching Central Difference Convolutional Networks for Face Anti-SpoofingZitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su 0002, Xiaobai Li, Feng Zhou, Guoying Zhao. cvpr 2020: 5294-5304 [doi]

Multi-Modal Face Anti-Spoofing Based on Central Difference NetworksZitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao. cvpr 2020: 2766-2774 [doi]

Signal Reconstruction of Compressed Sensing Based on Alternating Direction Method of MultipliersYanliang Zhang, Xingwang Li, Guoying Zhao, Bing Lu, Charles C. Cavalcante. cssp, 39(1):307-323, 2020. [doi]

Toward Bridging Microexpressions From Different DomainsYuan Zong, Wenming Zheng, Zhen Cui 0001, Guoying Zhao, Bin Hu 0001. tcyb, 50(12):5047-5060, 2020. [doi]

2019

Texture Classification in Extreme Scale Variations Using GANetLi Liu 0002, Jie Chen 0001, Guoying Zhao, Paul W. Fieguth, Xilin Chen, Matti Pietikäinen. TIP, 28(8):3910-3922, 2019. [doi]

From BoW to CNN: Two Decades of Texture Representation for Texture ClassificationLi Liu 0002, Jie Chen 0001, Paul W. Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen. ijcv, 127(1):74-109, 2019. [doi]

Guest Editors' Introduction to the Special Section on Compact and Efficient Feature Representation and Learning in Computer VisionLi Liu 0002, Matti Pietikäinen, Jie Chen 0001, Guoying Zhao, Xiaogang Wang, Rama Chellappa. pami, 41(10):2287-2290, 2019. [doi]

A spatial-aware joint optic disc and cup segmentation methodQing Liu 0003, Xiaopeng Hong, Shuo Li 0001, Zailiang Chen, Guoying Zhao, Beiji Zou. ijon, 359:285-297, 2019. [doi]

Background subtraction using Multi-Channel Fused LassoXin Liu 0012, Guoying Zhao. ipas 2019: [doi]

Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image NetworkMuzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao. bmvc 2019: 110 [doi]

Analyze Spontaneous Gestures for Emotional Stress State Recognition: A Micro-gesture Dataset and Analysis with Deep LearningHaoyu Chen, Xin Liu, Xiaobai Li, Henglin Shi, Guoying Zhao. fgr 2019: 1-8 [doi]

Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression RecognitionXiaohua Huang, Sujing Wang, Xin Liu 0012, Guoying Zhao, Xiaoyi Feng, Matti Pietikäinen. taffco, 10(1):32-47, 2019. [doi]

Micro-expression Recognition Under Low-resolution CasesGuifeng Li, Jingang Shi, Jinye Peng, Guoying Zhao. visapp 2019: 427-434 [doi]

Face Liveness Detection by rPPG Features and Contextual Patch-Based CNNBofan Lin, Xiaobai Li, Zitong Yu, Guoying Zhao. icbea 2019: 61-68 [doi]

Recent Progress on Face Presentation Attack Detection of 3D Mask AttacksSiqi Liu, Pong C. Yuen, Xiaobai Li, Guoying Zhao. In Sébastien Marcel, Mark S. Nixon, Julian Fiérrez, Nicholas W. D. Evans, editors, Handbook of Biometric Anti-Spoofing - Presentation Attack Detection, Second Edition. Advances in Computer Vision and Pattern Recognition, pages 229-246, Springer, 2019. [doi]

Hidden States Exploration for 3D Skeleton-Based Gesture RecognitionXin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao. wacv 2019: 1846-1855 [doi]

3D Skeletal Gesture Recognition via Sparse Coding of Time-Warping Invariant Riemannian TrajectoriesXin Liu, Guoying Zhao. mmm 2019: 678-690 [doi]

Editorial of Special Issue on Human Behaviour Analysis "In-the-Wild"Mihalis A. Nicolaou, Stefanos Zafeiriou, Irene Kotsia, Guoying Zhao, Jeffrey F. Cohn. taffco, 10(1):4-6, 2019. [doi]

A Boost in Revealing Subtle Facial Expressions: A Consolidated Eulerian FrameworkWei Peng, Xiaopeng Hong, Yingyue Xu, Guoying Zhao. fgr 2019: 1-5 [doi]

Video Action Recognition Via Neural Architecture SearchingWei Peng, Xiaopeng Hong, Guoying Zhao. icip 2019: 11-15 [doi]

Face Hallucination via Coarse-to-Fine Recursive Kernel Regression StructureJingang Shi, Guoying Zhao. tmm, 21(9):2223-2236, 2019. [doi]

3D Facial Expression Recognition Based on Multi-View and Prior Knowledge FusionQuang Nhat Vo, Khanh Tran, Guoying Zhao. mmsp 2019: 1-6 [doi]

*Jennifer Watchi, Binlei Ding, Guoying Zhao, Christophe Collette. iccma 2019: 248-252 [doi]

Salient Object Detection with CNNs and Multi-scale CRFsYingyue Xu, Xiaopeng Hong, Guoying Zhao. scia 2019: 233-245 [doi]

Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object DetectionYingyue Xu, Dan Xu 0002, Xiaopeng Hong, Wanli Ouyang, Rongrong Ji, Min Xu, Guoying Zhao. iccv 2019: 3788-3797 [doi]

Saliency Integration: An Arbitrator ModelYingyue Xu, Xiaopeng Hong, Fatih Porikli, Xin Liu 0012, Jie Chen, Guoying Zhao. tmm, 21(1):98-113, 2019. [doi]

Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video EnhancementZitong Yu, Wei Peng, Xiaobai Li, Xiaopeng Hong, Guoying Zhao. iccv 2019: 151-160 [doi]

Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal NetworksZitong Yu, Xiaobai Li, Guoying Zhao. bmvc 2019: 277 [doi]

Cross-Database Micro-Expression Recognition: A BenchmarkYuan Zong, Wenming Zheng, Xiaopeng Hong, Chuangao Tang, Zhen Cui, Guoying Zhao. mir 2019: 354-363 [doi]

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