DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks

21 May 2018

Papers citing "DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks"

40 / 40 papers shown

Title
Contactless Cardiac Pulse Monitoring Using Event Cameras Mohamed Moustafa Joseph Lemley Peter Corcoran 19 0 0 14 May 2025
Efficient and Robust Multidimensional Attention in Remote Physiological Sensing through Target Signal Constrained Factorization Jitesh Joshi Youngjun Cho 26 0 0 11 May 2025
Memory-efficient Low-latency Remote Photoplethysmography through Temporal-Spatial State Space Duality Kegang Wang J. Tang Yuxuan Fan Jiatong Ji Yuanchun Shi Yansen Wang 45 0 0 02 Apr 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
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
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing Jitesh Joshi Sos S. Agaian Youngjun Cho AI4TS 41 1 0 03 Nov 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
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
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
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
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
Phase-shifted remote photoplethysmography for estimating heart rate and blood pressure from facial video Gyutae Hwang Sang Jun Lee 35 1 0 09 Jan 2024
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
Neuron Structure Modeling for Generalizable Remote Physiological Measurement Hao Lu Zitong Yu Xuesong Niu Yingke Chen 34 31 0 10 Mar 2023
Dataset Creation Pipeline for Camera-Based Heart Rate Estimation Mohamed Moustafa Amr Elrasad Joe Lemley Peter Corcoran 9 0 0 02 Mar 2023
Perfusion assessment via local remote photoplethysmography (rPPG) Benjamin Kossack E. Wisotzky Peter Eisert S. Schraven B. Globke A. Hilsmann 38 13 0 29 Aug 2022
Heart rate estimation in intense exercise videos Y. Napolean Anwesh Marwade Nergis Tomen Puck Alkemade T. Eijsvogels Jan van Gemert 3DH CVBM 24 7 0 04 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
FastBVP-Net: a lightweight pulse extraction network for measuring heart rhythm via facial videos Jialiang Zhuang Yuheng Chen Yun-Ke Zhang Xiujuan Zheng CVBM 30 0 0 25 Jun 2022
ReViSe: Remote Vital Signs Measurement Using Smartphone Camera Donghao Qiao Amtul Haq Ayesha F. Zulkernine Raihan Masroor Nauman Jaffar CVBM 22 23 0 13 Jun 2022
SCAMPS: Synthetics for Camera Measurement of Physiological Signals Daniel J. McDuff Miah Wander Xin Liu B. Hill Javier Hernández Jonathan Lester T. Baltrušaitis 19 39 0 08 Jun 2022
Federated Remote Physiological Measurement with Imperfect Data Xin Liu Mingchuan Zhang Ziheng Jiang Shwetak N. Patel Daniel J. McDuff 27 12 0 11 Mar 2022
Video is All You Need: Attacking PPG-based Biometric Authentication Lin Li Chao Chen Lei Pan Jun Zhang Yang Xiang AAML 13 13 0 02 Mar 2022
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing Xin Liu Yuntao wang S. Xie Xiaoyu Zhang Zixian Ma Daniel J. McDuff Shwetak N. Patel 28 10 0 11 Jan 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
Camera Measurement of Physiological Vital Signs Daniel J. McDuff 17 118 0 22 Nov 2021
The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video John Gideon Simon Stent 28 108 0 18 Nov 2021
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement Xin Liu B. Hill Ziheng Jiang Shwetak N. Patel Daniel J. McDuff 3DH MedIm 30 79 0 09 Oct 2021
The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimation Ambareesh Revanur Zhihua Li U. Ciftci L. Yin László A. Jeni 53 36 0 22 Sep 2021
Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss Hao Wang Euijoon Ahn Jinman Kim 29 46 0 16 Jul 2021
Remote Blood Oxygen Estimation From Videos Using Neural Networks J. Mathew Xin Tian Min Wu Chau-Wai Wong 28 37 0 11 Jul 2021
"Warm Bodies": A Post-Processing Technique for Animating Dynamic Blood Flow on Photos and Avatars Daniel J. McDuff E. Nowara 23 10 0 14 Mar 2021
Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling Xuesong Niu Zitong Yu Hu Han Xiaobai Li Shiguang Shan Guoying Zhao 16 180 0 16 Jul 2020
Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner Eugene Lee E. Chen Chen-Yi Lee 18 159 0 14 Jul 2020
A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos J. Hernandez-Ortega Julian Fierrez Aythami Morales David Díaz CVBM 24 19 0 22 May 2020
In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos Florin Condrea Victor-Andrei Ivan Marius Leordeanu 37 8 0 16 Apr 2020
Architectural Tricks for Deep Learning in Remote Photoplethysmography M. Kopeliovich Yuriy Mironenko M. Petrushan CVBM 11 8 0 06 Nov 2019
Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement Zitong Yu Wei Peng Xiaobai Li Xiaopeng Hong Guoying Zhao 21 267 0 27 Jul 2019
FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals U. Ciftci Ilke Demir 17 373 0 08 Jan 2019