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

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

9 October 2021

Shwetak N. Patel

Daniel J. McDuff

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

18 / 18 papers shown

Title
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 136 15 0 07 Feb 2024
SCAMPS: Synthetics for Camera Measurement of Physiological Signals Daniel J. McDuff Miah Wander Xin Liu B. Hill Javier Hernández Jonathan Lester T. Baltrušaitis 72 39 0 08 Jun 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 171 167 0 23 Nov 2021
Camera Measurement of Physiological Vital Signs Daniel J. McDuff 52 120 0 22 Nov 2021
RGB Camera-based Physiological Sensing: Challenges and Future Directions Xin Liu Shwetak N. Patel Daniel J. McDuff 47 7 0 26 Oct 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 94 1,474 0 24 Jun 2021
TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection Zitong Yu Xiaobai Li Pichao Wang Guoying Zhao ViT 68 75 0 15 Apr 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 191 2,137 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 402 21,347 0 25 Mar 2021
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars Daniel J. McDuff Javier Hernández Erroll Wood Xin Liu T. Baltrušaitis 44 24 0 24 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 530 40,739 0 22 Oct 2020
Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling Xuesong Niu Zitong Yu Hu Han Xiaobai Li Shiguang Shan Guoying Zhao 60 182 0 16 Jul 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Wei Feng Yang Liu Jianjun Zhao CVBM 67 201 0 13 Jun 2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement Xin Liu Josh Fromm Shwetak N. Patel Daniel J. McDuff 58 262 0 06 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 361 42,299 0 03 Dec 2019
Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks Zitong Yu Xiaobai Li Guoying Zhao CVBM 31 280 0 07 May 2019
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 85 1,683 0 20 Nov 2018
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks W. Chen Daniel J. McDuff 3DH HAI 50 469 0 21 May 2018

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