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

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

16 July 2020
Xuesong Niu
Zitong Yu
Hu Han
Xiaobai Li
Shiguang Shan
Guoying Zhao
ArXivPDFHTML

Papers citing "Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling"

50 / 66 papers shown
Title
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios
RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios
Rufei Ma
Chao Chen
UQCV
37
0
0
04 Apr 2025
rPPG-SysDiaGAN: Systolic-Diastolic Feature Localization in rPPG Using Generative Adversarial Network with Multi-Domain Discriminator
rPPG-SysDiaGAN: Systolic-Diastolic Feature Localization in rPPG Using Generative Adversarial Network with Multi-Domain Discriminator
Banafsheh Adami
Nima Karimian
44
1
0
01 Apr 2025
Recovering Pulse Waves from Video Using Deep Unrolling and Deep Equilibrium Models
Recovering Pulse Waves from Video Using Deep Unrolling and Deep Equilibrium Models
Vineet Shenoy
Suhas Lohit
Hassan Mansour
Rama Chellappa
Tim K. Marks
47
0
0
21 Mar 2025
Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography
Time-Series U-Net with Recurrence for Noise-Robust Imaging Photoplethysmography
Vineet R. Shenoy
Shaoju Wu
Armand Comas
Tim K. Marks
Suhas Lohit
Hassan Mansour
CVBM
3DH
62
0
0
21 Mar 2025
Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios
Hang Shao
Lei Luo
Jianjun Qian
Mengkai Yan
Shuo Chen
Jian Yang
55
0
0
14 Mar 2025
RhythmFormer: Extracting Patterned rPPG Signals based on Periodic Sparse Attention
RhythmFormer: Extracting Patterned rPPG Signals based on Periodic Sparse Attention
Bochao Zou
Zizheng Guo
Jiansheng Chen
Junbao Zhuo
Weiran Huang
Huimin Ma
ViT
AI4TS
115
1
0
21 Feb 2025
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling
Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling
Bingjie Wu
Zitong Yu
Yiping Xie
Wei Liu
Chaoqi Luo
Yong Liu
Rick Siow Mong Goh
69
0
0
06 Feb 2025
PhysMamba: State Space Duality Model for Remote Physiological Measurement
PhysMamba: State Space Duality Model for Remote Physiological Measurement
Zhixin Yan
Yan Zhong
Hongbin Xu
Wenjun Zhang
Shangru Yi
Lin Shu
Wenxiong Kang
Mamba
59
0
0
17 Jan 2025
UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous
  Devices
UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous Devices
Haoyu Bian
Bin Guo
Sicong Liu
Yasan Ding
Shanshan Gao
Zhiwen Yu
18
0
0
25 Oct 2024
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological
  Measurement
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement
Haodong Li
Hao Lu
Ying-Cong Chen
30
1
0
25 Sep 2024
DD-rPPGNet: De-interfering and Descriptive Feature Learning for Unsupervised rPPG Estimation
DD-rPPGNet: De-interfering and Descriptive Feature Learning for Unsupervised rPPG Estimation
Pei-Kai Huang
Tzu-Hsien Chen
Ya-Ting Chan
Hans-Georg Müller
Chiou-Ting Hsu
43
0
0
31 Jul 2024
Continual Learning for Remote Physiological Measurement: Minimize
  Forgetting and Simplify Inference
Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference
Qian Liang
Yan Chen
Yang Hu
CLL
52
2
0
19 Jul 2024
Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement
Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement
Zijie Yue
Miaojing Shi
Hanli Wang
Shuai Ding
Qijun Chen
Shanlin Yang
45
0
0
11 Jul 2024
Toward Motion Robustness: A masked attention regularization framework in
  remote photoplethysmography
Toward Motion Robustness: A masked attention regularization framework in remote photoplethysmography
Pengfei Zhao
Qigong Sun
Xiaolin Tian
Yige Yang
Shuo Tao
Jie Cheng
Jiantong Chen
57
0
0
09 Jul 2024
Biometric Authentication Based on Enhanced Remote Photoplethysmography
  Signal Morphology
Biometric Authentication Based on Enhanced Remote Photoplethysmography Signal Morphology
Zhaodong Sun
Xiaobai Li
Jukka Komulainen
Guoying Zhao
37
1
0
04 Jul 2024
Joint Spatial-Temporal Modeling and Contrastive Learning for
  Self-supervised Heart Rate Measurement
Joint Spatial-Temporal Modeling and Contrastive Learning for Self-supervised Heart Rate Measurement
Wei Qian
Qi Li
Kun Li
Xinke Wang
Xiao Sun
Hao Wu
Dan Guo
38
1
0
07 Jun 2024
PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote
  Physiological Measurement
PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote Physiological Measurement
Jiyao Wang
Hao Lu
Ange Wang
Xiao Yang
Ying-Cong Chen
Dengbo He
Kaishun Wu
26
3
0
10 May 2024
Orientation-conditioned Facial Texture Mapping for Video-based Facial
  Remote Photoplethysmography Estimation
Orientation-conditioned Facial Texture Mapping for Video-based Facial Remote Photoplethysmography Estimation
Sam Cantrill
David Ahmedt-Aristizabal
Lars Petersson
Hanna Suominen
M. Armin
CVBM
45
3
0
14 Apr 2024
Resolve Domain Conflicts for Generalizable Remote Physiological
  Measurement
Resolve Domain Conflicts for Generalizable Remote Physiological Measurement
Weiyu Sun
Xinyu Zhang
Hao Lu
Ying-Cong Chen
Yun Ge
Xiao-Lin Huang
Jie Yuan
Yingcong Chen
31
11
0
11 Apr 2024
Chaos in Motion: Unveiling Robustness in Remote Heart Rate Measurement
  through Brain-Inspired Skin Tracking
Chaos in Motion: Unveiling Robustness in Remote Heart Rate Measurement through Brain-Inspired Skin Tracking
Jie Wang
Jing Lian
Minjie Ma
Junqiang Lei
Chunbiao Li
Bin Li
Jizhao Liu
CVBM
28
1
0
11 Apr 2024
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement
Bochao Zou
Zizheng Guo
Xiaocheng Hu
Huimin Ma
Mamba
40
1
0
09 Apr 2024
rFaceNet: An End-to-End Network for Enhanced Physiological Signal
  Extraction through Identity-Specific Facial Contours
rFaceNet: An End-to-End Network for Enhanced Physiological Signal Extraction through Identity-Specific Facial Contours
Dali Zhu
Wenli Zhang
Hualin Zeng
Xiaohao Liu
Long Yang
Jiaqi Zheng
48
1
0
14 Mar 2024
Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge
Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge
Yuting Zhang
Haobo Lu
Xin Liu
Ying-Cong Chen
Kaishun Wu
32
4
0
11 Mar 2024
PhySU-Net: Long Temporal Context Transformer for rPPG with
  Self-Supervised Pre-training
PhySU-Net: Long Temporal Context Transformer for rPPG with Self-Supervised Pre-training
M. Savic
Guoying Zhao
ViT
43
5
0
19 Feb 2024
Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer
Spiking-PhysFormer: Camera-Based Remote Photoplethysmography with Parallel Spike-driven Transformer
Mingxuan Liu
Jiankai Tang
Haoxiang Li
Jiahao Qi
Siwei Li
Kegang Wang
Yuntao wang
Hong Chen
Yuntao Wang
Hong Chen
91
14
0
07 Feb 2024
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
Lianrui Mu
Jianhong Bai
Xiaoxuan He
Jiangnan Ye
Xiaoyu Liang
Yuchen Yang
Jiedong Zhuang
Haoji Hu
27
2
0
30 Nov 2023
Self-similarity Prior Distillation for Unsupervised Remote Physiological
  Measurement
Self-similarity Prior Distillation for Unsupervised Remote Physiological Measurement
Xinyu Zhang
Weiyu Sun
Hao Lu
Ying-Cong Chen
Yun Ge
Xiaolin Huang
Jie Yuan
Yingcong Chen
24
2
0
09 Nov 2023
PAD-Phys: Exploiting Physiology for Presentation Attack Detection in
  Face Biometrics
PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics
Luis F. Gomez
Julian Fierrez
Aythami Morales
Mahdieh Ghafourian
Ruben Tolosana
Imanol Solano
Alejandro Garcia
F. Zamora-Martínez
AAML
14
2
0
03 Oct 2023
Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote
  Physiological Measurement via Spatiotemporal Contrast
Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast
Zhaodong Sun
Xiaobai Li
35
30
0
13 Sep 2023
Dual-path TokenLearner for Remote Photoplethysmography-based
  Physiological Measurement with Facial Videos
Dual-path TokenLearner for Remote Photoplethysmography-based Physiological Measurement with Facial Videos
Wei Qian
Dan Guo
Kun Li
Xilan Tian
Meng Wang
40
11
0
15 Aug 2023
rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for
  Remote Physiological Measurement
rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for Remote Physiological Measurement
Xin Liu
Yuting Zhang
Zitong Yu
Hao Lu
Huanjing Yue
Jingyu Yang
18
25
0
04 Jun 2023
PhysBench: A Benchmark Framework for rPPG with a New Dataset and
  Baseline
PhysBench: A Benchmark Framework for rPPG with a New Dataset and Baseline
Kegang Wang
Yantao Wei
Mingwen Tong
Jie Gao
Yi Tian
Yujian Ma
Zhongjin Zhao
27
5
0
07 May 2023
Neuron Structure Modeling for Generalizable Remote Physiological
  Measurement
Neuron Structure Modeling for Generalizable Remote Physiological Measurement
Hao Lu
Zitong Yu
Xuesong Niu
Yingke Chen
34
31
0
10 Mar 2023
PhysFormer++: Facial Video-based Physiological Measurement with SlowFast
  Temporal Difference Transformer
PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer
Zitong Yu
Yuming Shen
Jingang Shi
Hengshuang Zhao
Yawen Cui
Jiehua Zhang
Philip Torr
Guoying Zhao
ViT
MedIm
29
80
0
07 Feb 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and
  Future Trends
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends
Jie Gui
Tuo Chen
Jing Zhang
Qiong Cao
Zhe Sun
Haoran Luo
Dacheng Tao
31
126
0
13 Jan 2023
Face Forgery Detection Based on Facial Region Displacement Trajectory
  Series
Face Forgery Detection Based on Facial Region Displacement Trajectory Series
Yuyang Sun
Zhiyong Zhang
Isao Echizen
H. Nguyen
Changzhen Qiu
Lu Sun
CVBM
29
14
0
07 Dec 2022
Learning Motion-Robust Remote Photoplethysmography through Arbitrary
  Resolution Videos
Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos
Jianwei Li
Zitong Yu
Jingang Shi
CVBM
33
40
0
30 Nov 2022
Facial Video-based Remote Physiological Measurement via Self-supervised
  Learning
Facial Video-based Remote Physiological Measurement via Self-supervised Learning
Zijie Yue
Miaojing Shi
Shuai Ding
CVBM
52
39
0
27 Oct 2022
rPPG-Toolbox: Deep Remote PPG Toolbox
rPPG-Toolbox: Deep Remote PPG Toolbox
Xin Liu
Girish Narayanswamy
Akshay Paruchuri
Xiaoyu Zhang
Jiankai Tang
Yuzhe Zhang
Soumyadip Sengupta
Shwetak N. Patel
Yuntao wang
Daniel J. McDuff
36
57
0
03 Oct 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and
  Physiological Cues
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues
Zitong Yu
Rizhao Cai
Zhi Li
Wenhan Yang
Jingang Shi
Alex C. Kot
AAML
CVBM
42
32
0
10 Aug 2022
Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement
  via Spatiotemporal Contrast
Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast
Zhaodong Sun
Xiaobai Li
22
82
0
08 Aug 2022
Adaptive Mixture of Experts Learning for Generalizable Face
  Anti-Spoofing
Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing
Qianyu Zhou
Ke-Yue Zhang
Taiping Yao
Ran Yi
Shouhong Ding
Lizhuang Ma
OOD
CVBM
25
47
0
20 Jul 2022
Exploring Disentangled Content Information for Face Forgery Detection
Exploring Disentangled Content Information for Face Forgery Detection
Jiahao Liang
Huafeng Shi
Weihong Deng
CVBM
44
38
0
19 Jul 2022
BYHE: A Simple Framework for Boosting End-to-end Video-based Heart Rate
  Measurement Network
BYHE: A Simple Framework for Boosting End-to-end Video-based Heart Rate Measurement Network
Weiyu Sun
Xinyu Zhang
Ying-Cong Chen
Yun Ge
Chunyu Ji
Xiaolin Huang
35
3
0
04 Jul 2022
Identifying Rhythmic Patterns for Face Forgery Detection and
  Categorization
Identifying Rhythmic Patterns for Face Forgery Detection and Categorization
Jiahao Liang
Weihong Deng
CVBM
31
6
0
04 Jul 2022
FastBVP-Net: a lightweight pulse extraction network for measuring heart
  rhythm via facial videos
FastBVP-Net: a lightweight pulse extraction network for measuring heart rhythm via facial videos
Jialiang Zhuang
Yuheng Chen
Yun-Ke Zhang
Xiujuan Zheng
CVBM
32
0
0
25 Jun 2022
DRNet: Decomposition and Reconstruction Network for Remote Physiological
  Measurement
DRNet: Decomposition and Reconstruction Network for Remote Physiological Measurement
Yuhang Dong
Gongping Yang
Yilong Yin
12
4
0
12 Jun 2022
Instantaneous Physiological Estimation using Video Transformers
Instantaneous Physiological Estimation using Video Transformers
Ambareesh Revanur
Ananyananda Dasari
Conrad S. Tucker
László A. Jeni
26
33
0
24 Feb 2022
TransPPG: Two-stream Transformer for Remote Heart Rate Estimate
TransPPG: Two-stream Transformer for Remote Heart Rate Estimate
Jiaqi Kang
Su Yang
Weishan Zhang
ViT
MedIm
13
20
0
26 Jan 2022
PhysFormer: Facial Video-based Physiological Measurement with Temporal
  Difference Transformer
PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer
Zitong Yu
Yuming Shen
Jingang Shi
Hengshuang Zhao
Philip Torr
Guoying Zhao
ViT
MedIm
140
167
0
23 Nov 2021
12
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