Xiaobai Li

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 90

Top Venues

CoRR

ACM Multimedia

ICIS

University of Oulu, Finland (PHD)

Education History

University of Oulu, Finland

PHD

Publications

Zhaodong Sun, Xiaobai Li, Jukka Komulainen, Guoying Zhao
Biometric Authentication Based on Enhanced Remote Photoplethysmography Signal Morphology. CoRR (2024)
Alexander Vedernikov, Zhaodong Sun, Virpi-Liisa Kykyri, Mikko Pohjola, Miriam Nokia, Xiaobai Li
Analyzing Participants' Engagement during Online Meetings Using Unsupervised Remote Photoplethysmography with Behavioral Features. CoRR (2024)
Puneet Kumar, Sarthak Malik, Balasubramanian Raman, Xiaobai Li
Synthesizing Sentiment-Controlled Feedback For Multimodal Text and Image Data. CoRR (2024)
Zhaodong Sun, Xiaobai Li
Contrast-Phys+: Unsupervised and Weakly-Supervised Video-Based Remote Physiological Measurement via Spatiotemporal Contrast. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Qing Liu, Hailong Zeng, Zhaodong Sun, Xiaobai Li, Guoying Zhao, Yixiong Liang
Many birds, one stone: Medical image segmentation with multiple partially labeled datasets. Pattern Recognit. 155 (2024)
Puneet Kumar, Alexander Vedernikov, Xiaobai Li
Measuring Non-Typical Emotions for Mental Health: A Survey of Computational Approaches. CoRR (2024)
Xuenan Liu, Xuezhi Yang, Xiaobai Li
HRUNet: Assessing Uncertainty in Heart Rates Measured From Facial Videos. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Alexander Vedernikov, Puneet Kumar, Haoyu Chen, Tapio Seppänen, Xiaobai Li
TCCT-Net: Two-Stream Network Architecture for Fast and Efficient Engagement Estimation via Behavioral Feature Signals. CoRR (2024)
Puneet Kumar, Xiaobai Li
Interpretable Multimodal Emotion Recognition using Facial Features and Physiological Signals. CoRR (2023)
Guoying Zhao, Xiaobai Li, Yante Li, Matti Pietikäinen
Facial Micro-Expressions: An Overview. Proc. IEEE 111 (10) (2023)
Adrian K. Davison, Jingting Li, Moi Hoon Yap, John See, Wen-Huang Cheng, Xiaobai Li, Xiaopeng Hong, Su-Jing Wang
FME '23: 3rd Facial Micro-Expression Workshop. ACM Multimedia (2023)
Zhaodong Sun, Xiaobai Li
Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast. CoRR (2023)
Haoyu Chen, Henglin Shi, Xin Liu, Xiaobai Li, Guoying Zhao
SMG: A Micro-gesture Dataset Towards Spontaneous Body Gestures for Emotional Stress State Analysis. Int. J. Comput. Vis. 131 (6) (2023)
Amir Asrzad, Xiaobai Li
Counterfactual Explanations for Incorrect Predictions Made by AI Models. ICIS (2023)
Xiaobai Li, Shiyang Cheng, Yante Li, Muzammil Behzad, Jie Shen, Stefanos Zafeiriou, Maja Pantic, Guoying Zhao
4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities. IEEE Trans. Affect. Comput. 14 (4) (2023)
Jingting Li, Moi Hoon Yap, Wen-Huang Cheng, John See, Xiaopeng Hong, Xiaobai Li, Su-Jing Wang
Editorial for pattern recognition letters special issue on face-based emotion understanding. Pattern Recognit. Lett. 168 (2023)
Xuenan Liu, Zhaodong Sun, Xiaobai Li, Rencheng Song, Xuezhi Yang
VidBP: Detecting Blood Pressure from Facial Videos with Personalized Calibration. EMBC (2023)
Bin Li, Wei Zhang, Xiaobai Li, Hong Fu, Feng Xu
ECG signal reconstruction based on facial videos via combined explicit and implicit supervision. Knowl. Based Syst. 272 (2023)
Zitong Yu, Yunxiao Qin, Xiaobai Li, Chenxu Zhao, Zhen Lei, Guoying Zhao
Deep Learning for Face Anti-Spoofing: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Adrian K. Davison, Jingting Li, Moi Hoon Yap, John See, Wen-Huang Cheng, Xiaobai Li, Xiaopeng Hong, Su-Jing Wang
MEGC2023: ACM Multimedia 2023 ME Grand Challenge. ACM Multimedia (2023)
Sambit Tripathi, Amit V. Deokar, Prasanna P. Karhade, Xiaobai Li
To Cooperate or to Compete in the Gig Economy? Endorsements and the Performance of Freelancers in Online Labor Markets. HICSS (2023)
Jingting Li, Moi Hoon Yap, Wen-Huang Cheng, John See, Xiaopeng Hong, Xiaobai Li, Su-Jing Wang
FME '22: 2nd Workshop on Facial Micro-Expression: Advanced Techniques for Multi-Modal Facial Expression Analysis. ACM Multimedia (2022)
Jingting Li, Moi Hoon Yap, Wen-Huang Cheng, John See, Xiaopeng Hong, Xiaobai Li, Su-Jing Wang, Adrian K. Davison, Yante Li, Zizhao Dong
MEGC2022: ACM Multimedia 2022 Micro-Expression Grand Challenge. ACM Multimedia (2022)
Zhaodong Sun, Alexander Vedernikov, Virpi-Liisa Kykyri, Mikko Pohjola, Miriam Nokia, Xiaobai Li
Estimating Stress in Online Meetings by Remote Physiological Signal and Behavioral Features. UbiComp/ISWC Adjunct (2022)
Kehao Wang, Yongguang Lu, Pei Liu, Xiaobai Li, Guangyu Li, Hyundong Shin
Trajectory and Power Design to Balance UAV Communication Capacity and Unintentional Interference. GLOBECOM (2022)
Zihao Song, Wei Cheng, Xiaobai Li, Bingjie Zeng
A 2layer-BiLSTM-Attention-Based Method for Modulation Recognition of Communication Signals. ICIT (2022)
Zhaodong Sun, Xiaobai Li
Contrast-Phys: Unsupervised Video-Based Remote Physiological Measurement via Spatiotemporal Contrast. ECCV (12) (2022)
Sambit Tripathi, Amit V. Deokar, Prasanna P. Karhade, Xiaobai Li
Social Value Orientation among Freelancers. AMCIS (2022)
Zhaodong Sun, Juhani Junttila, Mikko Tulppo, Tapio Seppänen, Xiaobai Li
Non-Contact Atrial Fibrillation Detection From Face Videos by Learning Systolic Peaks. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Zhaodong Sun, Xiaobai Li
Privacy-Phys: Facial Video-Based Physiological Modification for Privacy Protection. IEEE Signal Process. Lett. 29 (2022)
Zhaodong Sun, Xiaobai Li
Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast. CoRR (2022)
Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Xin Liu, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li, Guoying Zhao
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis. CoRR (2021)
Xin Liu, Henglin Shi, Haoyu Chen, Zitong Yu, Xiaobai Li, Guoying Zhao
iMiGUE: An Identity-Free Video Dataset for Micro-Gesture Understanding and Emotion Analysis. CVPR (2021)
Xiaobai Li, Haomiao Sun, Zhaodong Sun, Hu Han, Antitza Dantcheva, Shiguang Shan, Guoying Zhao
The 2nd Challenge on Remote Physiological Signal Sensing (RePSS). ICCVW (2021)
Muzammil Behzad, Xiaobai Li, Guoying Zhao
Disentangling 3D/4D Facial Affect Recognition With Faster Multi-View Transformer. IEEE Signal Process. Lett. 28 (2021)
Zitong Yu, Yunxiao Qin, Hengshuang Zhao, Xiaobai Li, Guoying Zhao
Dual-Cross Central Difference Network for Face Anti-Spoofing. CoRR (2021)
Zitong Yu, Xiaobai Li, Pichao Wang, Guoying Zhao
TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection. CoRR (2021)
Zhaodong Sun, Juhani Junttila, Mikko Tulppo, Tapio Seppänen, Xiaobai Li
Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks. CoRR (2021)
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
Towards Reading Beyond Faces for Sparsity-aware 3D/4D Affect Recognition. Neurocomputing 458 (2021)
Zitong Yu, Jukka Komulainen, Xiaobai Li, Guoying Zhao
Review of Face Presentation Attack Detection Competitions. CoRR (2021)
Zitong Yu, Yunxiao Qin, Xiaobai Li, Chenxu Zhao, Zhen Lei, Guoying Zhao
Deep Learning for Face Anti-Spoofing: A Survey. CoRR (2021)
Zitong Yu, Xiaobai Li, Guoying Zhao
Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications. IEEE Signal Process. Mag. 38 (6) (2021)
Jingting Li, Moi Hoon Yap, Wen-Huang Cheng, John See, Xiaopeng Hong, Xiaobai Li, Su-Jing Wang
FME'21: 1st Workshop on Facial Micro-Expression: Advanced Techniques for Facial Expressions Generation and Spotting. ACM Multimedia (2021)
Zitong Yu, Xiaobai Li, Jingang Shi, Zhaoqiang Xia, Guoying Zhao
Revisiting Pixel-Wise Supervision for Face Anti-Spoofing. IEEE Trans. Biom. Behav. Identity Sci. 3 (3) (2021)
Thuong-Khanh Tran, Quang Nhat Vo, Xiaopeng Hong, Xiaobai Li, Guoying Zhao
Micro-expression spotting: A new benchmark. Neurocomputing 443 (2021)
Mohammad Sabokrou, Masoud PourReza, Xiaobai Li, Mahmood Fathy, Guoying Zhao
Deep-HR: Fast heart rate estimation from face video under realistic conditions. Expert Syst. Appl. 186 (2021)
Zitong Yu, Yunxiao Qin, Hengshuang Zhao, Xiaobai Li, Guoying Zhao
Dual-Cross Central Difference Network for Face Anti-Spoofing. IJCAI (2021)
Zitong Yu, Xiaobai Li, Pichao Wang, Guoying Zhao
TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection. IEEE Signal Process. Lett. 28 (2021)
Dongjin Li, Ruijuan Yang, Xiaobai Li, Shengkun Zhu
Radar Signal Modulation Recognition Based on Deep Joint Learning. IEEE Access 8 (2020)
Zitong Yu, Xiaobai Li, Jingang Shi, Zhaoqiang Xia, Guoying Zhao
Revisiting Pixel-Wise Supervision for Face Anti-Spoofing. CoRR (2020)
Thuong-Khanh Tran, Quang Nhat Vo, Xiaopeng Hong, Xiaobai Li, Guoying Zhao
Micro-expression spotting: A new benchmark. CoRR (2020)
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
Sparsity-Aware Deep Learning for Automatic 4D Facial Expression Recognition. CoRR (2020)
Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao
Searching Central Difference Convolutional Networks for Face Anti-Spoofing. CVPR (2020)
Xiaobai Li, Hu Han, Hao Lu, Xuesong Niu, Zitong Yu, Antitza Dantcheva, Guoying Zhao, Shiguang Shan
The 1st Challenge on Remote Physiological Signal Sensing (RePSS). CoRR (2020)
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching. CoRR (2020)
Jingting Li, Su-Jing Wang, Moi Hoon Yap, John See, Xiaopeng Hong, Xiaobai Li
MEGC2020 - The Third Facial Micro-Expression Grand Challenge. FG (2020)
Zitong Yu, Jun Wan, Yunxiao Qin, Xiaobai Li, Stan Z. Li, Guoying Zhao
NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing. CoRR (2020)
Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao
Multi-Modal Face Anti-Spoofing Based on Central Difference Networks. CVPR Workshops (2020)
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition. FG (2020)
Xuesong Niu, Zitong Yu, Hu Han, Xiaobai Li, Shiguang Shan, Guoying Zhao
Video-Based Remote Physiological Measurement via Cross-Verified Feature Disentangling. ECCV (2) (2020)
Zitong Yu, Yunxiao Qin, Xiaobai Li, Zezheng Wang, Chenxu Zhao, Zhen Lei, Guoying Zhao
Multi-Modal Face Anti-Spoofing Based on Central Difference Networks. CoRR (2020)
Xiaoping Liu, Xiaobai Li
Designing Topic Models for Better Econometric Modeling. ICIS (2020)
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao
AutoHR: A Strong End-to-End Baseline for Remote Heart Rate Measurement With Neural Searching. IEEE Signal Process. Lett. 27 (2020)
Zitong Yu, Chenxu Zhao, Zezheng Wang, Yunxiao Qin, Zhuo Su, Xiaobai Li, Feng Zhou, Guoying Zhao
Searching Central Difference Convolutional Networks for Face Anti-Spoofing. CoRR (2020)
Mohammad Sabokrou, Masoud PourReza, Xiaobai Li, Mahmood Fathy, Guoying Zhao
Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions. CoRR (2020)
Xuesong Niu, Zitong Yu, Hu Han, Xiaobai Li, Shiguang Shan, Guoying Zhao
Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling. CoRR (2020)
Shengkun Zhu, Ruijuan Yang, Xiaobai Li, Jiajun Zuo, Dongjin Li, Yating Ding
An Optimizing Method of OFDM Radar Communication and Jamming Shared Waveform Based on Improved Greedy Algorithm. IEEE Access 8 (2020)
Qi Zhan, Jingjing Hu, Zitong Yu, Xiaobai Li, Wenjin Wang
Revisiting motion-based respiration measurement from videos. EMBC (2020)
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao
Face Anti-Spoofing with Human Material Perception. CoRR (2020)
Zitong Yu, Xiaobai Li, Xuesong Niu, Jingang Shi, Guoying Zhao
Face Anti-Spoofing with Human Material Perception. ECCV (7) (2020)
Xiaobai Li, Hu Han, Hao Lu, Xuesong Niu, Zitong Yu, Antitza Dantcheva, Guoying Zhao, Shiguang Shan
The 1st Challenge on Remote Physiological Signal Sensing (RePSS). CVPR Workshops (2020)
Jingang Shi, Iman Alikhani, Xiaobai Li, Zitong Yu, Tapio Seppänen, Guoying Zhao
Atrial Fibrillation Detection From Face Videos by Fusing Subtle Variations. IEEE Trans. Circuits Syst. Video Technol. 30 (8) (2020)
Zitong Yu, Wei Peng, Xiaobai Li, Xiaopeng Hong, Guoying Zhao
Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement. ICCV (2019)
Xiaoping Liu, Xiaobai Li
Acquiring Heterogeneous Customer Data for Business Analytics. ICIS (2019)
Zitong Yu, Wei Peng, Xiaobai Li, Xiaopeng Hong, Guoying Zhao
Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement. CoRR (2019)
Haoyu Chen, Xin Liu, Xiaobai Li, Henglin Shi, Guoying Zhao
Analyze Spontaneous Gestures for Emotional Stress State Recognition: A Micro-gesture Dataset and Analysis with Deep Learning. FG (2019)
Haifang Yang, Mingzheng Wang, Xiangpei Hu, Xiaobai Li
A Decision Tree Approach for Assessing and Mitigating Background and Identity Disclosure Risks. ICIS (2019)
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. BMVC (2019)
Bofan Lin, Xiaobai Li, Zitong Yu, Guoying Zhao
Face Liveness Detection by rPPG Features and Contextual Patch-Based CNN. ICBEA (2019)
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. CoRR (2019)
Zitong Yu, Xiaobai Li, Guoying Zhao
Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks. BMVC (2019)
Zitong Yu, Xiaobai Li, Guoying Zhao
Recovering remote Photoplethysmograph Signal from Facial videos Using Spatio-Temporal Convolutional Networks. CoRR (2019)
Muzammil Behzad, Nhat Vo, Xiaobai Li, Guoying Zhao
Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition. CoRR (2019)
Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen
Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods. IEEE Trans. Affect. Comput. 9 (4) (2018)
Xiaobai Li, Iman Alikhani, Jingang Shi, Tapio Seppänen, Juhani Junttila, Kirsi Majamaa-Voltti, Mikko Tulppo, Guoying Zhao
The OBF Database: A Large Face Video Database for Remote Physiological Signal Measurement and Atrial Fibrillation Detection. FG (2018)
Xiaoping Liu, Xiaobai Li
Customer Data Acquisition with Predictive Analytics. ICIS (2018)
Xiaohua Huang, Jukka Kortelainen, Guoying Zhao, Xiaobai Li, Antti Moilanen, Tapio Seppänen, Matti Pietikäinen
Multi-modal emotion analysis from facial expressions and electroencephalogram. Comput. Vis. Image Underst. 147 (2016)
Xiaobai Li, Jukka Komulainen, Guoying Zhao, Pong Chi Yuen, Matti Pietikäinen
Generalized face anti-spoofing by detecting pulse from face videos. ICPR (2016)
Jie Chen, Zhuoqing Chang, Qiang Qiu, Xiaobai Li, Guillermo Sapiro, Alexander M. Bronstein, Matti Pietikäinen
RealSense = real heart rate: Illumination invariant heart rate estimation from videos. IPTA (2016)
Sujing Wang, Wen-Jing Yan, Xiaobai Li, Guoying Zhao, Chunguang Zhou, Xiaolan Fu, Minghao Yang, Jianhua Tao
Micro-Expression Recognition Using Color Spaces. IEEE Trans. Image Process. 24 (12) (2015)
Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen
Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition. CoRR (2015)
Xiaobai Li, Jie Chen, Guoying Zhao, Matti Pietikäinen
Remote Heart Rate Measurement from Face Videos under Realistic Situations. CVPR (2014)
Sujing Wang, Wen-Jing Yan, Xiaobai Li, Guoying Zhao, Xiaolan Fu
Micro-expression Recognition Using Dynamic Textures on Tensor Independent Color Space. ICPR (2014)
Xiaobai Li, Tomas Pfister, Xiaohua Huang, Guoying Zhao, Matti Pietikäinen
A Spontaneous Micro-expression Database: Inducement, collection and baseline. FG (2013)
Jukka Kortelainen, Suvi Tiinanen, Xiaohua Huang, Xiaobai Li, Seppo J. Laukka, Matti Pietikäinen, Tapio Seppänen
Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study. EMBC (2012)
Shaoyong Lu, Wenkang Huang, Xiaobai Li, Zhimin Huang, Xinyi Liu, Yingyi Chen, Ting Shi, Jian Zhang
-Inositol Monophosphatase: Metal Mechanism, Substrate Binding, and Lithium Therapy. J. Chem. Inf. Model. 52 (9) (2012)
Tomas Pfister, Xiaobai Li, Guoying Zhao, Matti Pietikäinen
Recognising spontaneous facial micro-expressions. ICCV (2011)
Tomas Pfister, Xiaobai Li, Guoying Zhao, Matti Pietikäinen
Differentiating spontaneous from posed facial expressions within a generic facial expression recognition framework. ICCV Workshops (2011)
Ruihui Di, Honglei Qin, Xiaobai Li
Research of GPS Anti-Jamming Based on Circular Antenna Array. Data Sci. J. 6 (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaobai Li