Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement

27 July 2019

Papers citing "Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement"

50 / 87 papers shown

Title
FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models Hongyang Wang Yichen Shi Zhuofu Tao Yuhao Gao L. Zhang Xun Lin Jun Feng Xiaochen Yuan Zitong Yu Xiaochun Cao CVBM AAML 25 0 0 14 May 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
Generalization of Video-Based Heart Rate Estimation Methods To Low Illumination and Elevated Heart Rates Bhargav Acharya William Saakyan Barbara Hammer Hanna Drimalla 45 0 0 11 Mar 2025
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 0 0 21 Feb 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
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological Measurement Haodong Li Hao Lu Ying-Cong Chen 30 1 0 25 Sep 2024
PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference Mamba Chaoqi Luo Yiping Xie Zitong Yu Mamba 41 5 0 18 Sep 2024
La-SoftMoE CLIP for Unified Physical-Digital Face Attack Detection Hang Zou Chenxi Du Hui Zhang Yuan Zhang A. Liu Jun Wan Zhen Lei AAML 34 4 0 23 Aug 2024
PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows Lingxi Cui Huan Li Adria Ruiz Federico Sukno 3DH 28 0 0 31 Jul 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
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
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 49 0 0 09 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 M. Wang Dan Guo 33 1 0 07 Jun 2024
PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote Physiological Measurement Jiyao Wang Hao Lu Ange Wang Xiao Yang Ying Chen Dengbo He Kaishun Wu 26 3 0 10 May 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
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing Kartik Narayan Vishal M. Patel CVBM 41 1 0 22 Apr 2024
Resolve Domain Conflicts for Generalizable Remote Physiological Measurement Weiyu Sun Xinyu Zhang Hao Lu Ying Chen Yun Ge Xiao-Lin Huang Jie Yuan Yingcong Chen 31 11 0 11 Apr 2024
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement Bochao Zou Zizheng Guo Xiaocheng Hu Huimin Ma Mamba 32 1 0 09 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
Deep adaptative spectral zoom for improved remote heart rate estimation Joaquim Comas Adria Ruiz Federico Sukno 44 1 0 11 Mar 2024
PhySU-Net: Long Temporal Context Transformer for rPPG with Self-Supervised Pre-training M. Savic Guoying Zhao ViT 37 5 0 19 Feb 2024
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
Video-based sympathetic arousal assessment via peripheral blood flow estimation Björn Braun Daniel J. McDuff T. Baltrušaitis Christian Holz 11 6 0 12 Nov 2023
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
Flow-Attention-based Spatio-Temporal Aggregation Network for 3D Mask Detection Yuxin Cao Yian Li Yumeng Zhu Derui Wang Minhui Xue CVBM 3DH 3DPC 13 2 0 25 Oct 2023
Contrast-Phys+: Unsupervised and Weakly-supervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast Zhaodong Sun Xiaobai Li 33 30 0 13 Sep 2023
A Unified Transformer-based Network for multimodal Emotion Recognition Kamran Ali Charles E. Hughes 10 1 0 27 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
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 19 5 0 07 May 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 35 5 0 21 Mar 2023
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation Jeremy Speth Nathan Vance Benjamin Sporrer Lu Niu Patrick Flynn A. Czajka 30 1 0 11 Mar 2023
Neuron Structure Modeling for Generalizable Remote Physiological Measurement Hao Lu Zitong Yu Xuesong Niu Yingke Chen 31 31 0 10 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
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System Chen Kong Kexin Zheng Y. Liu Shiqi Wang Anderson de Rezende Rocha Haoliang Li CVBM AAML 27 5 0 30 Jan 2023
Facial Video-based Remote Physiological Measurement via Self-supervised Learning Zijie Yue Miaojing Shi Shuai Ding CVBM 50 39 0 27 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 31 57 0 03 Oct 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 55 23 0 29 Sep 2022
Perfusion assessment via local remote photoplethysmography (rPPG) Benjamin Kossack E. Wisotzky Peter Eisert S. Schraven B. Globke A. Hilsmann 30 13 0 29 Aug 2022
Remote Photoplethysmography from Low Resolution videos: An end-to-end solution using Efficient ConvNets Bharath Ramakrishnan Ruijian Deng CVBM 3DH 11 0 0 14 Aug 2022
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 34 32 0 10 Aug 2022
Contrast-Phys: Unsupervised Video-based Remote Physiological Measurement via Spatiotemporal Contrast Zhaodong Sun Xiaobai Li 22 82 0 08 Aug 2022
Heart rate estimation in intense exercise videos Y. Napolean Anwesh Marwade Nergis Tomen Puck Alkemade T. Eijsvogels J. C. V. Gemert 3DH CVBM 19 7 0 04 Aug 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Mingming Gong Errui Ding Jingdong Wang Youjian Zhao 27 10 0 21 Jul 2022
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 20 47 0 20 Jul 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
BYHE: A Simple Framework for Boosting End-to-end Video-based Heart Rate Measurement Network Weiyu Sun Xinyu Zhang Ying Chen Yun Ge Chunyu Ji Xiaolin Huang 35 3 0 04 Jul 2022
Identifying Rhythmic Patterns for Face Forgery Detection and Categorization Jiahao Liang Weihong Deng CVBM 23 6 0 04 Jul 2022