Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing

Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing

10 October 2021

Daniel J. McDuff

Javier Hernández

T. Baltrušaitis

Papers citing "Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing"

16 / 16 papers shown

Title
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars Daniel J. McDuff Javier Hernández Erroll Wood Xin Liu T. Baltrušaitis 34 24 0 24 Oct 2020
A high fidelity synthetic face framework for computer vision T. Baltrušaitis Erroll Wood V. Estellers Charlie Hewitt Sebastian Dziadzio Marek Kowalski Matthew W. Johnson T. Cashman Jamie Shotton CVBM 24 4 0 16 Jul 2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement Xin Liu Josh Fromm Shwetak N. Patel Daniel J. McDuff 46 262 0 06 Jun 2020
Analysis of CNN-based remote-PPG to understand limitations and sensitivities Qi Zhan Wenjin Wang G. Haan 28 71 0 07 Nov 2019
Characterizing Bias in Classifiers using Generative Models Daniel J. McDuff Shuang Ma Yale Song Ashish Kapoor 47 47 0 30 May 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 502 10,466 0 12 Dec 2018
Identifying Bias in AI using Simulation Daniel J. McDuff R. Cheng Ashish Kapoor 22 22 0 30 Sep 2018
DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks W. Chen Daniel J. McDuff 3DH HAI 43 470 0 21 May 2018
Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems Adam Kortylewski Bernhard Egger Andreas C. Schneider Thomas Gerig Andreas Morel-Forster T. Vetter CVBM 39 71 0 05 Dec 2017
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 171 2,948 0 20 Mar 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 72 1,800 0 22 Dec 2016
UnrealCV: Connecting Computer Vision to Unreal Engine Weichao Qiu Alan Yuille VGen 49 269 0 05 Sep 2016
Model-driven Simulations for Deep Convolutional Neural Networks V. S. Veeravasarapu Constantin Rothkopf Visvanathan Ramesh VGen 11 18 0 31 May 2016
Model Validation for Vision Systems via Graphics Simulation V. S. Veeravasarapu R. Hota Constantin Rothkopf Visvanathan Ramesh 20 15 0 04 Dec 2015
Simulations for Validation of Vision Systems V. S. Veeravasarapu R. Hota Constantin Rothkopf Visvanathan Ramesh 24 22 0 03 Dec 2015
SceneNet: Understanding Real World Indoor Scenes With Synthetic Data Ankur Handa Viorica Patraucean Vijay Badrinarayanan Simon Stent R. Cipolla 3DPC 3DV 52 231 0 22 Nov 2015