Play and Learn: Using Video Games to Train Computer Vision Models

5 August 2016

Papers citing "Play and Learn: Using Video Games to Train Computer Vision Models"

18 / 18 papers shown

Title
CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing Industry Steven Moonen Bram Vanherle Joris de Hoog T. Bourgana A. Bey-Temsamani Nick Michiels 19 14 0 25 Nov 2022
MC-hands-1M: A glove-wearing hand dataset for pose estimation Prodromos Boutis Zisis Batzos Konstantinos Konstantoudakis A. Dimou P. Daras 3DH 18 0 0 19 Oct 2022
Image Segmentation to Identify Safe Landing Zones for Unmanned Aerial Vehicles Joe Kinahan Alan F. Smeaton 19 8 0 29 Nov 2021
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation Fanjie Kong Bohao Huang Kyle Bradbury Jordan M. Malof 28 38 0 15 Jan 2020
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models César Roberto de Souza Adrien Gaidon Yohann Cabon Naila Murray A. Peña 39 14 0 12 Oct 2019
Leveraging synthetic imagery for collision-at-sea avoidance C. Ward Josh Harguess Alexander G. Corelli 32 5 0 13 May 2019
Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration Vianney Loing Renaud Marlet Mathieu Aubry 29 23 0 07 Feb 2019
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 40 1,280 0 30 Nov 2018
Sports Camera Calibration via Synthetic Data Jianhui Chen James J. Little 25 74 0 25 Oct 2018
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 37 108 0 23 Oct 2018
Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars Mark Martinez Chawin Sitawarin Kevin Finch Lennart Meincke Alex Yablonski A. Kornhauser 10 77 0 04 Dec 2017
Learning Where to Look: Data-Driven Viewpoint Set Selection for 3D Scenes Kyle Genova Manolis Savva Angel X. Chang Thomas Funkhouser 54 11 0 07 Apr 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 25 503 0 17 Feb 2017
From Virtual to Real World Visual Perception using Domain Adaptation -- The DPM as Example Antonio M. López Jiaolong Xu J. L. Gómez David Vazquez G. Ros 22 11 0 29 Dec 2016
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 25 1,797 0 22 Dec 2016
Automatic Model Based Dataset Generation for Fast and Accurate Crop and Weeds Detection M. D. Cicco Ciro Potena Giorgio Grisetti Alberto Pretto 26 124 0 09 Dec 2016
TorontoCity: Seeing the World with a Million Eyes Shenlong Wang Min Bai Gellért Máttyus Hang Chu Wenjie Luo Binh Yang Justin Liang Joel Cheverie Sanja Fidler R. Urtasun 3DV ViT 16 178 0 01 Dec 2016
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014