Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views

21 May 2015

Papers citing "Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views"

48 / 148 papers shown

Title
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 26 185 0 05 Mar 2018
Constructing Category-Specific Models for Monocular Object-SLAM Parv Parkhiya Rishabh Khawad Krishna Murthy Jatavallabhula Brojeshwar Bhowmick K. M. Krishna VLM 29 52 0 26 Feb 2018
Image-based Synthesis for Deep 3D Human Pose Estimation Grégory Rogez Cordelia Schmid 3DH 16 28 0 12 Feb 2018
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters Zheng Wu Ruiheng Chang Jiaxu Ma Cewu Lu Chi-Keung Tang 33 11 0 01 Feb 2018
Feature Space Transfer for Data Augmentation Bo Liu Xudong Wang Mandar Dixit Roland Kwitt Nuno Vasconcelos CVBM 32 93 0 13 Jan 2018
Geometry-Aware Learning of Maps for Camera Localization Samarth Brahmbhatt Liang Feng Kihwan Kim James Hays Jan Kautz SSL 36 387 0 09 Dec 2017
Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene Shubham Tulsiani Saurabh Gupta David Fouhey Alexei A. Efros Jitendra Malik 3DV 42 133 0 05 Dec 2017
Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications Apostolia Tsirikoglou J. Kronander Magnus Wrenninge Jonas Unger 3DV 38 78 0 17 Oct 2017
FacePoseNet: Making a Case for Landmark-Free Face Alignment Feng-Ju Chang Anh Tran Tal Hassner I. Masi Ram Nevatia Gérard Medioni 3DV CVBM 28 123 0 24 Aug 2017
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection Debidatta Dwibedi Ishan Misra M. Hebert 50 618 0 04 Aug 2017
Rethinking Reprojection: Closing the Loop for Pose-aware ShapeReconstruction from a Single Image Rui Zhu Hamed Kiani Galoogahi Chaoyang Wang Simon Lucey 3DV 23 90 0 15 Jul 2017
Object Detection Using Deep CNNs Trained on Synthetic Images Param S. Rajpura Hristo Bojinov R. Hegde 22 74 0 21 Jun 2017
Context-based Object Viewpoint Estimation: A 2D Relational Approach José Oramas Luc de Raedt Tinne Tuytelaars 26 0 0 21 Apr 2017
Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency Shubham Tulsiani Tinghui Zhou Alyosha A. Efros Jitendra Malik 3DV 36 558 0 20 Apr 2017
SurfNet: Generating 3D shape surfaces using deep residual networks Ayan Sinha Asim Unmesh Qi-Xing Huang K. Ramani 21 179 0 12 Mar 2017
A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose Estimation Chaitanya Mitash Kostas E. Bekris Abdeslam Boularias 30 116 0 09 Mar 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 22 286 0 08 Mar 2017
A Dataset for Developing and Benchmarking Active Vision Phil Ammirato Patrick Poirson Eunbyung Park Jana Kosecka Alexander C. Berg VLM ObjD 32 184 0 27 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 30 505 0 17 Feb 2017
3D Reconstruction of Simple Objects from A Single View Silhouette Image Xinhan Di Pengqian Yu 3DV 3DH 18 7 0 17 Jan 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 38 963 0 05 Jan 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 Non-Lambertian Object Intrinsics across ShapeNet Categories Jian Shi Yue Dong Hao Su Stella X. Yu 28 181 0 27 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 19 260 0 22 Dec 2016
3D Shape Induction from 2D Views of Multiple Objects Matheus Gadelha Subhransu Maji Rui Wang GAN 23 293 0 18 Dec 2016
AGA: Attribute Guided Augmentation Mandar Dixit Roland Kwitt Marc Niethammer Nuno Vasconcelos GAN 37 100 0 08 Dec 2016
3D Bounding Box Estimation Using Deep Learning and Geometry Arsalan Mousavian Dragomir Anguelov John Flynn Jana Kosecka 3DPC 83 980 0 01 Dec 2016
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas J. Guibas Alexei A. Efros Jitendra Malik 39 358 0 01 Dec 2016
Deep Cuboid Detection: Beyond 2D Bounding Boxes Debidatta Dwibedi Tomasz Malisiewicz Vijay Badrinarayanan Andrew Rabinovich 32 18 0 30 Nov 2016
Sim-to-Real Robot Learning from Pixels with Progressive Nets Andrei A. Rusu Matej Vecerík Thomas Rothörl N. Heess Razvan Pascanu R. Hadsell 39 532 0 13 Oct 2016
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? Matthew Johnson-Roberson Charlie Barto Rounak Mehta S. N. Sridhar Karl Rosaen Ram Vasudevan 30 614 0 06 Oct 2016
Pano2CAD: Room Layout From A Single Panorama Image Jiu Xu B. Stenger Tommi Kerola Tony Tung 3DV 24 63 0 29 Sep 2016
Fast Single Shot Detection and Pose Estimation Patrick Poirson Phil Ammirato Cheng-Yang Fu Wei Liu Jana Kosecka Alexander C. Berg 3DPC 35 111 0 19 Sep 2016
Crafting a multi-task CNN for viewpoint estimation Francisco Massa Renaud Marlet Mathieu Aubry 25 77 0 13 Sep 2016
UnrealCV: Connecting Computer Vision to Unreal Engine Weichao Qiu Alan Yuille VGen 32 269 0 05 Sep 2016
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild Grégory Rogez Cordelia Schmid 3DH 25 274 0 07 Jul 2016
Single Image 3D Interpreter Network Jiajun Wu Tianfan Xue Joseph J Lim Yuandong Tian J. Tenenbaum Antonio Torralba William T. Freeman 3DV 28 285 0 29 Apr 2016
Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection Yu Xiang Wongun Choi Yuanqing Lin Silvio Savarese ObjD 28 281 0 16 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 45 290 0 10 Apr 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 37 708 0 29 Mar 2016
How useful is photo-realistic rendering for visual learning? Yair Movshovitz-Attias T. Kanade Yaser Sheikh 3DH 3DV 30 151 0 26 Mar 2016
Frankenstein: Learning Deep Face Representations using Small Data Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek CVBM 76 122 0 21 Mar 2016
DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding Yinda Zhang Mingru Bai Pushmeet Kohli Shahram Izadi Jianxiong Xiao 3DPC 19 77 0 16 Mar 2016
Novel Views of Objects from a Single Image Konstantinos Rematas Chuong H. Nguyen Tobias Ritschel Mario Fritz Tinne Tuytelaars 141 73 0 31 Jan 2016
Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views Francisco Massa Bryan C. Russell Mathieu Aubry 3DV ObjD 25 101 0 08 Dec 2015
Adapting Deep Visuomotor Representations with Weak Pairwise Constraints Eric Tzeng Coline Devin Judy Hoffman Chelsea Finn Pieter Abbeel Sergey Levine Kate Saenko Trevor Darrell OOD 24 138 0 23 Nov 2015
Multi-view 3D Models from Single Images with a Convolutional Network Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 36 382 0 20 Nov 2015
Data-Driven Shape Analysis and Processing Kai Xu Vladimir G. Kim Qi-Xing Huang E. Kalogerakis 38 132 0 24 Feb 2015