Object Detection Using Deep CNNs Trained on Synthetic Images

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Object Detection Using Deep CNNs Trained on Synthetic Images

21 June 2017

Param S. Rajpura

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Papers citing "Object Detection Using Deep CNNs Trained on Synthetic Images"

16 / 16 papers shown

Title
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 259 2,972 0 20 Mar 2017
Synthesizing Training Data for Object Detection in Indoor Scenes G. Georgakis Arsalan Mousavian Alexander C. Berg Jana Kosecka 3DPC ObjD 70 205 0 25 Feb 2017
Synthetic Data for Text Localisation in Natural Images Ankush Gupta Andrea Vedaldi Andrew Zisserman 153 1,430 0 22 Apr 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 85 589 0 15 Mar 2016
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 172 5,538 0 09 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 246 29,871 0 08 Dec 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
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 223 5,211 0 10 Feb 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 174 2,605 0 10 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 234 8,348 0 06 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 485 43,694 0 17 Sep 2014
LSDA: Large Scale Detection Through Adaptation Judy Hoffman S. Guadarrama Eric Tzeng Ronghang Hu Jeff Donahue Ross B. Girshick Trevor Darrell Kate Saenko ObjD 100 334 0 18 Jul 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 426 43,814 0 01 May 2014
Efficient Learning of Domain-invariant Image Representations Judy Hoffman E. Rodner Jeff Donahue Trevor Darrell Kate Saenko OOD 87 294 0 15 Jan 2013
Learning with Augmented Features for Heterogeneous Domain Adaptation Lixin Duan Dong Xu Ivor Tsang 97 345 0 18 Jun 2012