Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes

4 August 2017

Hassan Abu Alhaija

Siva Karthik Mustikovela

Papers citing "Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes"

21 / 21 papers shown

Title
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 127 976 0 05 Jan 2017
MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving Marvin Teichmann Michael Weber Johann Marius Zöllner R. Cipolla R. Urtasun SSeg 84 698 0 22 Dec 2016
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks Yinda Zhang Shuran Song Ersin Yumer Manolis Savva Joon-Young Lee Hailin Jin Thomas Funkhouser AI4CE SSL 3DV 3DPC 54 263 0 22 Dec 2016
UnrealStereo: Controlling Hazardous Factors to Analyze Stereo Vision Yi Zhang Weichao Qiu Qi Chen Xiaolin Hu Alan Yuille 43 42 0 14 Dec 2016
Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza Adrien Gaidon Yohann Cabon A. Peña 67 144 0 02 Dec 2016
Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning Yuke Zhu Roozbeh Mottaghi Eric Kolve Joseph J. Lim Abhinav Gupta Li Fei-Fei Ali Farhadi VGen 71 1,527 0 16 Sep 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 124 2,012 0 07 Aug 2016
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark Schmidt 80 108 0 05 Aug 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 77 1,073 0 20 May 2016
Synthetic Data for Text Localisation in Natural Images Ankush Gupta Andrea Vedaldi Andrew Zisserman 153 1,430 0 22 Apr 2016
Synthesizing Training Images for Boosting Human 3D Pose Estimation Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 112 292 0 10 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,644 0 06 Apr 2016
How useful is photo-realistic rendering for visual learning? Yair Movshovitz-Attias T. Kanade Yaser Sheikh 3DH 3DV 69 150 0 26 Mar 2016
Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai Kaiming He Jian Sun SSeg 178 1,229 0 14 Dec 2015
SceneNet: Understanding Real World Indoor Scenes With Synthetic Data Ankur Handa Viorica Patraucean Vijay Badrinarayanan Simon Stent R. Cipolla 3DPC 3DV 88 233 0 22 Nov 2015
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer Jun Xie Martin Kiefel Ming-Ting Sun Andreas Geiger ISeg 96 169 0 10 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 528 62,377 0 04 Jun 2015
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views Hao Su C. Qi Yangyan Li Leonidas Guibas 99 737 0 21 May 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 316 4,180 0 26 Apr 2015
On Rendering Synthetic Images for Training an Object Detector Artem Rozantsev Vincent Lepetit Pascal Fua 48 125 0 28 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014