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2111.09748
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The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video
18 November 2021
John Gideon
Simon Stent
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Papers citing
"The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video"
46 / 46 papers shown
Title
Memory-efficient Low-latency Remote Photoplethysmography through Temporal-Spatial State Space Duality
Kegang Wang
J. Tang
Yuxuan Fan
Jiatong Ji
Yuanchun Shi
Yixuan Wang
43
0
0
02 Apr 2025
rPPG-SysDiaGAN: Systolic-Diastolic Feature Localization in rPPG Using Generative Adversarial Network with Multi-Domain Discriminator
Banafsheh Adami
Nima Karimian
42
1
0
01 Apr 2025
Recovering Pulse Waves from Video Using Deep Unrolling and Deep Equilibrium Models
Vineet Shenoy
Suhas Lohit
Hassan Mansour
Rama Chellappa
Tim K. Marks
45
0
0
21 Mar 2025
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
53
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
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
Internship Report: Benchmark of Deep Learning-based Imaging PPG in Automotive Domain
Yuqi Tu
Shakith Fernando
Mark van Gastel
22
0
0
01 Nov 2024
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement
Haodong Li
Hao Lu
Ying-Cong Chen
30
1
0
25 Sep 2024
Deep Learning Technology for Face Forgery Detection: A Survey
Lixia Ma
Puning Yang
Yuting Xu
Ziming Yang
Peipei Li
Huaibo Huang
45
1
0
22 Sep 2024
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
Fully Test-Time rPPG Estimation via Synthetic Signal-Guided Feature Learning
Pei-Kai Huang
Tzu-Hsien Chen
Ya-Ting Chan
Kuan-Wen Chen
Chiou-Ting Hsu
OOD
TTA
21
2
0
18 Jul 2024
Rethinking temporal self-similarity for repetitive action counting
Yanan Luo
Jinhui Yi
Yazan Abu Farha
Moritz Wolter
Juergen Gall
26
1
0
12 Jul 2024
Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement
Zijie Yue
Miaojing Shi
Hanli Wang
Shuai Ding
Qijun Chen
Shanlin Yang
39
0
0
11 Jul 2024
Biometric Authentication Based on Enhanced Remote Photoplethysmography Signal Morphology
Zhaodong Sun
Xiaobai Li
Jukka Komulainen
Guoying Zhao
29
1
0
04 Jul 2024
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
33
1
0
07 Jun 2024
An Unsupervised Approach for Periodic Source Detection in Time Series
B. U. Demirel
Christian Holz
AI4TS
47
1
0
01 Jun 2024
Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos
Joaquim Comas
Adria Ruiz
Federico Sukno
27
2
0
04 May 2024
Evaluation of Video-Based rPPG in Challenging Environments: Artifact Mitigation and Network Resilience
Nhi H. Nguyen
L. Nguyen
Honghan Li
Miguel Bordallo López
Constantino Álvarez Casado
25
2
0
02 May 2024
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals
Jeremy Speth
Nathan Vance
Patrick Flynn
Adam Czajka
38
1
0
20 Apr 2024
Camera-Based Remote Physiology Sensing for Hundreds of Subjects Across Skin Tones
Jiankai Tang
Xinyi Li
Jiacheng Liu
Xiyuxing Zhang
Zeyu Wang
Yuntao wang
61
5
0
07 Apr 2024
How Suboptimal is Training rPPG Models with Videos and Targets from Different Body Sites?
Bjorn Braun
Daniel J. McDuff
Christian Holz
3DH
19
4
0
15 Mar 2024
Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge
Yuting Zhang
Haobo Lu
Xin Liu
Ying Chen
Kaishun Wu
32
4
0
11 Mar 2024
PhySU-Net: Long Temporal Context Transformer for rPPG with Self-Supervised Pre-training
M. Savic
Guoying Zhao
ViT
43
5
0
19 Feb 2024
Self-similarity Prior Distillation for Unsupervised Remote Physiological Measurement
Xinyu Zhang
Weiyu Sun
Hao Lu
Ying Chen
Yun Ge
Xiaolin Huang
Jie Yuan
Yingcong Chen
18
2
0
09 Nov 2023
CalibrationPhys: Self-supervised Video-based Heart and Respiratory Rate Measurements by Calibrating Between Multiple Cameras
Yusuke Akamatsu
Terumi Umematsu
Hitoshi Imaoka
19
7
0
23 Oct 2023
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
Wei Qian
Dan Guo
Kun Li
Xilan Tian
Meng Wang
27
11
0
15 Aug 2023
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
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement
Akshay Paruchuri
Xin Liu
Yulu Pan
Shwetak N. Patel
Daniel J. McDuff
Soumyadip Sengupta
38
5
0
21 Mar 2023
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements
Girish Narayanswamy
Yujia Liu
Yuzhe Yang
Chengqian Ma
Xin Liu
Daniel J. McDuff
Shwetak N. Patel
46
14
0
21 Mar 2023
Full-Body Cardiovascular Sensing with Remote Photoplethysmography
Lu Niu
Jeremy Speth
Nathan Vance
Benjamin Sporrer
A. Czajka
Patrick Flynn
29
7
0
16 Mar 2023
Non-Contrastive Unsupervised Learning of Physiological Signals from Video
Jeremy Speth
Nathan Vance
Patrick Flynn
A. Czajka
AI4TS
59
42
0
14 Mar 2023
PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer
Zitong Yu
Yuming Shen
Jingang Shi
Hengshuang Zhao
Yawen Cui
Jiehua Zhang
Philip H. S. Torr
Guoying Zhao
ViT
MedIm
29
80
0
07 Feb 2023
Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos
Jianwei Li
Zitong Yu
Jingang Shi
CVBM
25
40
0
30 Nov 2022
Facial Video-based Remote Physiological Measurement via Self-supervised Learning
Zijie Yue
Miaojing Shi
Shuai Ding
CVBM
50
39
0
27 Oct 2022
SimPer: Simple Self-Supervised Learning of Periodic Targets
Yuzhe Yang
Xin Liu
Jiang Wu
Silviu Borac
Dina Katabi
M. Poh
Daniel J. McDuff
41
45
0
06 Oct 2022
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
33
57
0
03 Oct 2022
Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast
Zhaodong Sun
Xiaobai Li
22
82
0
08 Aug 2022
Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication
Lin Li
Chao Chen
Lei Pan
Yonghang Tai
Jun Zhang
Yang Xiang
AAML
19
6
0
10 Jul 2022
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss
Joaquim Comas
Adria Ruiz
Federico Sukno
81
30
0
21 Mar 2022
Instantaneous Physiological Estimation using Video Transformers
Ambareesh Revanur
Ananyananda Dasari
Conrad S. Tucker
László A. Jeni
26
33
0
24 Feb 2022
Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces
Constantino Álvarez Casado
Miguel Bordallo López
3DH
CVBM
16
49
0
08 Feb 2022
PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer
Zitong Yu
Yuming Shen
Jingang Shi
Hengshuang Zhao
Philip H. S. Torr
Guoying Zhao
ViT
MedIm
137
167
0
23 Nov 2021
Camera Measurement of Physiological Vital Signs
Daniel J. McDuff
17
118
0
22 Nov 2021
RGB Camera-based Physiological Sensing: Challenges and Future Directions
Xin Liu
Shwetak N. Patel
Daniel J. McDuff
16
7
0
26 Oct 2021
Remote Pulse Estimation in the Presence of Face Masks
Jeremy Speth
Nathan Vance
Patrick Flynn
Kevin W. Bowyer
A. Czajka
CVBM
25
9
0
11 Jan 2021
1