EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement

9 October 2021

Papers citing "EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement"

38 / 38 papers shown

Title
Efficient and Robust Multidimensional Attention in Remote Physiological Sensing through Target Signal Constrained Factorization Jitesh Joshi Youngjun Cho 26 0 0 11 May 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 59 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 Bochao Zou Zizheng Guo Jiansheng Chen Junbao Zhuo Weiran Huang Huimin Ma ViT AI4TS 115 0 0 21 Feb 2025
CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement Zheng Wu Yiping Xie Bo Zhao Jiguang He Fei Luo Ning Deng Zitong Yu Mamba 44 1 0 20 Feb 2025
PhysMamba: State Space Duality Model for Remote Physiological Measurement Zhixin Yan Yan Zhong Hongbin Xu Wenjun Zhang Shangru Yi Lin Shu Wenxiong Kang Mamba 57 0 0 17 Jan 2025
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing Jitesh Joshi Sos S. Agaian Youngjun Cho AI4TS 41 1 0 03 Nov 2024
UbiHR: Resource-efficient Long-range Heart Rate Sensing on Ubiquitous Devices Haoyu Bian Bin Guo Sicong Liu Yasan Ding Shanshan Gao Zhiwen Yu 14 0 0 25 Oct 2024
PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference Mamba Chaoqi Luo Yiping Xie Zitong Yu Mamba 41 5 0 18 Sep 2024
MHAD: Multimodal Home Activity Dataset with Multi-Angle Videos and Synchronized Physiological Signals Lei Yu Jintao Fei Xinyi Liu Yang Yao Jun Zhao Guoxin Wang Xin Li 26 0 0 14 Sep 2024
PhysFlow: Skin tone transfer for remote heart rate estimation through conditional normalizing flows Lingxi Cui Huan Li Adria Ruiz Federico Sukno 3DH 36 0 0 31 Jul 2024
Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Qian Liang Yan Chen Yang Hu CLL 50 2 0 19 Jul 2024
Thermal Imaging and Radar for Remote Sleep Monitoring of Breathing and Apnea Kai Del Regno Alexander Vilesov Adnan Armouti A. Harish Selim Emir Can Ashley Kita A. Kadambi 41 0 0 16 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 57 0 0 09 Jul 2024
GVT2RPM: An Empirical Study for General Video Transformer Adaptation to Remote Physiological Measurement Hao Wang Euijoon Ahn Jinman Kim 45 0 0 19 Jun 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 35 1 0 07 Jun 2024
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
Deep Pulse-Signal Magnification for remote Heart Rate Estimation in Compressed Videos Joaquim Comas Adria Ruiz Federico Sukno 27 2 0 04 May 2024
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
RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement Bochao Zou Zizheng Guo Xiaocheng Hu Huimin Ma Mamba 40 1 0 09 Apr 2024
SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers Jonathan Carter João Jorge O. Gibson Lionel Tarassenko 37 2 0 04 Apr 2024
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
Deep adaptative spectral zoom for improved remote heart rate estimation Joaquim Comas Adria Ruiz Federico Sukno 52 1 0 11 Mar 2024
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 M. Savic Guoying Zhao ViT 43 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
Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data Yuxuan Ou Yuzhe Zhang Yuntang Wang Shwetak N. Patel Daniel J. McDuff Yuzhe Yang Xin Liu 43 0 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 21 7 0 23 Oct 2023
Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark Sai Kumar Reddy Manne Shaotong Zhu Sarah Ostadabbas Michael Wan 19 6 0 24 Jul 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 24 6 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 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 32 7 0 16 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 Torr Guoying Zhao ViT MedIm 29 80 0 07 Feb 2023
Real-Time Monitoring of User Stress, Heart Rate and Heart Rate Variability on Mobile Devices Peyman Bateni Leonid Sigal 22 3 0 04 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 36 57 0 03 Oct 2022
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