Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement

27 July 2019

Papers citing "Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement"

37 / 87 papers shown

Title
FastBVP-Net: a lightweight pulse extraction network for measuring heart rhythm via facial videos Jialiang Zhuang Yuheng Chen Yun-Ke Zhang Xiujuan Zheng CVBM 32 0 0 25 Jun 2022
Depression Recognition using Remote Photoplethysmography from Facial Videos Constantino Álvarez Casado Manuel Lage Cañellas Miguel Bordallo López 9 43 0 09 Jun 2022
Efficient Remote Photoplethysmography with Temporal Derivative Modules and Time-Shift Invariant Loss Joaquim Comas Adria Ruiz Federico Sukno 89 30 0 21 Mar 2022
Driving Anomaly Detection Using Conditional Generative Adversarial Network Yuning Qiu Teruhisa Misu Carlos Busso 27 4 0 15 Mar 2022
Video is All You Need: Attacking PPG-based Biometric Authentication Lin Li Chao Chen Lei Pan Jun Zhang Yang Xiang AAML 15 13 0 02 Mar 2022
Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces Constantino Álvarez Casado Miguel Bordallo López 3DH CVBM 26 49 0 08 Feb 2022
TransPPG: Two-stream Transformer for Remote Heart Rate Estimate Jiaqi Kang Su Yang Weishan Zhang ViT MedIm 13 20 0 26 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 19 119 0 22 Nov 2021
The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video John Gideon Simon Stent 33 108 0 18 Nov 2021
FakeTransformer: Exposing Face Forgery From Spatial-Temporal Representation Modeled By Facial Pixel Variations Yuyang Sun Zhiyong Zhang Changzhen Qiu Liang Wang Zekai Wang ViT 54 5 0 15 Nov 2021
Dual Attention Network for Heart Rate and Respiratory Rate Estimation Yuzhuo Ren Braeden Syrnyk N. Avadhanam 3DH 13 12 0 31 Oct 2021
RGB Camera-based Physiological Sensing: Challenges and Future Directions Xin Liu Shwetak N. Patel Daniel J. McDuff 24 7 0 26 Oct 2021
Digital and Physical-World Attacks on Remote Pulse Detection Jeremy Speth Nathan Vance Patrick Flynn Kevin W. Bowyer A. Czajka AAML 17 4 0 21 Oct 2021
Non-contact Atrial Fibrillation Detection from Face Videos by Learning Systolic Peaks Zhaodong Sun J. Junttila M. Tulppo Tapio Seppänen Xiaobai Li CVBM 21 12 0 14 Oct 2021
Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing Shubao Liu Ke-Yue Zhang Taiping Yao Mingwei Bi Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma OOD CVBM 30 90 0 05 Aug 2021
Assessment of Deep Learning-based Heart Rate Estimation using Remote Photoplethysmography under Different Illuminations Ze Yang Haofei Wang Feng Lu 19 38 0 28 Jul 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
Deep Learning for Face Anti-Spoofing: A Survey Zitong Yu Yunxiao Qin Xiaobai Li Chenxu Zhao Zhen Lei Guoying Zhao CVBM AAML 15 143 0 28 Jun 2021
Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation Yunhao Ba Zhen Wang Kerim Doruk Karinca Oyku Deniz Bozkurt A. Kadambi 19 10 0 10 Jun 2021
TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection Zitong Yu Xiaobai Li Pichao Wang Guoying Zhao ViT 33 75 0 15 Apr 2021
Non-contact PPG Signal and Heart Rate Estimation with Multi-hierarchical Convolutional Network Bin Li Panpan Zhang Jinye Peng Hongpeng Fu CVBM 3DH 35 36 0 06 Apr 2021
Remote Pulse Estimation in the Presence of Face Masks Jeremy Speth Nathan Vance Patrick Flynn Kevin W. Bowyer A. Czajka CVBM 25 9 0 11 Jan 2021
Revisiting Pixel-Wise Supervision for Face Anti-Spoofing Zitong Yu Xiaobai Li Jingang Shi Zhaoqiang Xia Guoying Zhao CVBM AAML 14 80 0 24 Nov 2020
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars Daniel J. McDuff Javier Hernández Erroll Wood Xin Liu T. Baltrušaitis 21 24 0 24 Oct 2020
The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention E. Nowara Daniel J. McDuff Ashok Veeraraghavan 8 13 0 14 Oct 2020
Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling Xuesong Niu Zitong Yu Hu Han Xiaobai Li Shiguang Shan Guoying Zhao 21 180 0 16 Jul 2020
Meta-rPPG: Remote Heart Rate Estimation Using a Transductive Meta-Learner Eugene Lee E. Chen Chen-Yi Lee 24 159 0 14 Jul 2020
Face Anti-Spoofing with Human Material Perception Zitong Yu Xiaobai Li Xuesong Niu Jingang Shi Guoying Zhao CVBM AAML 36 138 0 04 Jul 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie L. Ma Wei Feng Yang Liu Jianjun Zhao CVBM 33 198 0 13 Jun 2020
On indirect assessment of heart rate in video M. Kopeliovich K. Kalinin Yuriy Mironenko M. Petrushan 9 2 0 27 Apr 2020
Remote Photoplethysmography: Rarely Considered Factors Yuriy Mironenko K. Kalinin M. Kopeliovich M. Petrushan 14 29 0 27 Apr 2020
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching Zitong Yu Xiaobai Li Xuesong Niu Jingang Shi Guoying Zhao 13 128 0 26 Apr 2020
Multi-Modal Face Anti-Spoofing Based on Central Difference Networks Zitong Yu Yunxiao Qin Xiaobai Li Zezheng Wang Chenxu Zhao Zhen Lei Guoying Zhao CVBM 3DPC 21 66 0 17 Apr 2020
The 1st Challenge on Remote Physiological Signal Sensing (RePSS) Xiaobai Li Hu Han Hao Lu Xuesong Niu Zitong Yu A. Dantcheva Guoying Zhao Shiguang Shan 4 25 0 26 Mar 2020
Deep-HR: Fast Heart Rate Estimation from Face Video Under Realistic Conditions Mohammad Sabokrou M. PourReza Xiaobai Li M. Fathy Guoying Zhao 3DH CVBM 8 40 0 12 Feb 2020
Analysis of CNN-based remote-PPG to understand limitations and sensitivities Qi Zhan Wenjin Wang G. Haan 17 71 0 07 Nov 2019