Learning to Reconstruct and Segment 3D Objects

19 October 2020

Papers citing "Learning to Reconstruct and Segment 3D Objects"

21 / 71 papers shown

Title
High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference Xiaoguang Han Zerui Li Haibin Huang E. Kalogerakis Yizhou Yu 3DV 3DPC 66 282 0 22 Sep 2017
Monocular Dense 3D Reconstruction of a Complex Dynamic Scene from Two Perspective Frames Suryansh Kumar Yuchao Dai Hongdong Li 3DV 3DH 46 68 0 15 Aug 2017
3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds Fangyu Liu Shuaipeng Li Liqiang Zhang Chenghu Zhou Rongtian Ye Yuebin Wang Jiwen Lu 3DPC 47 107 0 21 Jul 2017
Weakly supervised 3D Reconstruction with Adversarial Constraint JunYoung Gwak Chris Choy Animesh Garg Manmohan Chandraker Silvio Savarese 3DV GAN 57 119 0 31 May 2017
Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark Timo Hackel Nikolay Savinov Lubor Ladicky Jan Dirk Wegner Konrad Schindler Marc Pollefeys 3DV PINN 3DPC 39 707 0 12 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 159 9,509 0 31 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 280 4,001 0 14 Feb 2017
A Survey of Structure from Motion Onur Özyesil V. Voroninski Ronen Basri A. Singer 67 388 0 30 Jan 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 77 2,102 0 17 Jan 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 157 2,223 0 02 Dec 2016
Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis Angela Dai C. Qi Matthias Nießner 3DV 3DPC 74 607 0 01 Dec 2016
Semantic Scene Completion from a Single Depth Image Shuran Song Feng Yu Andy Zeng Angel X. Chang Manolis Savva Thomas Funkhouser 3DV 71 1,235 0 28 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 395 3,204 0 30 Oct 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 277 1,949 0 24 Oct 2016
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras Raul Mur-Artal Juan D. Tardós 323 5,407 0 20 Oct 2016
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks Martin Engelcke Dushyant Rao Dominic Zeng Wang Chi Hay Tong Ingmar Posner 3DPC 233 520 0 21 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 236 10,646 0 15 Sep 2016
BundleFusion: Real-time Globally Consistent 3D Reconstruction using On-the-fly Surface Re-integration Angela Dai Matthias Nießner Michael Zollhöfer Shahram Izadi Christian Theobalt 3DH 65 539 0 05 Apr 2016
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 101 1,875 0 07 Nov 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 298 10,034 0 10 Feb 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 397 16,962 0 20 Dec 2013