Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

6 June 2020

Papers citing "Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement"

28 / 28 papers shown

Title
Contactless Cardiac Pulse Monitoring Using Event Cameras Mohamed Moustafa Joseph Lemley Peter Corcoran 34 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 Yixuan Wang 51 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 64 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 74 0 0 06 Feb 2025
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing Jitesh Joshi Sos S. Agaian Youngjun Cho AI4TS 49 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 33 3 0 10 May 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 40 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 40 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 27 6 0 24 Jul 2023
"Can't Take the Pressure?": Examining the Challenges of Blood Pressure Estimation via Pulse Wave Analysis Suril Mehta Nipun Kwatra Mohit Jain Daniel J. McDuff OOD 38 4 0 23 Apr 2023
Neuron Structure Modeling for Generalizable Remote Physiological Measurement Hao Lu Zitong Yu Xuesong Niu Yingke Chen 39 31 0 10 Mar 2023
Dataset Creation Pipeline for Camera-Based Heart Rate Estimation Mohamed Moustafa Amr Elrasad Joe Lemley Peter Corcoran 14 0 0 02 Mar 2023
Visual Representations of Physiological Signals for Fake Video Detection Kalin Stefanov Bhawna Paliwal Abhinav Dhall 19 4 0 18 Jul 2022
SCAMPS: Synthetics for Camera Measurement of Physiological Signals Daniel J. McDuff Miah Wander Xin Liu B. Hill Javier Hernández Jonathan Lester T. Baltrušaitis 42 39 0 08 Jun 2022
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss Joaquim Comas Adria Ruiz Federico Sukno 94 30 0 21 Mar 2022
Federated Remote Physiological Measurement with Imperfect Data Xin Liu Mingchuan Zhang Ziheng Jiang Shwetak N. Patel Daniel J. McDuff 35 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 21 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 30 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 143 167 0 23 Nov 2021
Camera Measurement of Physiological Vital Signs Daniel J. McDuff 19 119 0 22 Nov 2021
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection Chunjong Park Anas Awadalla Tadayoshi Kohno Shwetak N. Patel OOD 30 29 0 26 Oct 2021
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing Daniel J. McDuff Xin Liu Javier Hernández Erroll Wood T. Baltrušaitis 35 15 0 10 Oct 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 38 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
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices Xin Liu Yuang Li Josh Fromm Yuntao wang Ziheng Jiang Alex Mariakakis Shwetak N. Patel SupR 42 10 0 20 Jan 2021