PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer

23 November 2021

Jingang Shi

Papers citing "PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer"

20 / 20 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
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
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
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
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 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
Neuron Structure Modeling for Generalizable Remote Physiological Measurement Hao Lu Zitong Yu Xuesong Niu Yingke Chen 31 31 0 10 Mar 2023
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 39 32 0 10 Aug 2022
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement Xin Liu B. Hill Ziheng Jiang Shwetak N. Patel Daniel J. McDuff 3DH MedIm 20 79 0 09 Oct 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 289 1,524 0 27 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 283 3,623 0 24 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021
TransReID: Transformer-based Object Re-Identification Shuting He Haowen Luo Pichao Wang F. Wang Hao Li Wei Jiang ViT 213 794 0 08 Feb 2021
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 198 422 0 01 Feb 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,430 0 04 Jan 2021