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OctNet: Learning Deep 3D Representations at High Resolutions

15 November 2016

Papers citing "OctNet: Learning Deep 3D Representations at High Resolutions"

50 / 456 papers shown

Title
DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution Zhaoyu Su P. S. Tan J. Chow Jimmy Wu Yehur Cheong Yu-Hsing Wang 3DPC 38 2 0 07 Sep 2020
Robust Object Classification Approach using Spherical Harmonics Ayman Mukhaimar Ruwan Tennakoon Chow Yin Lai R. Hoseinnezhad A. Bab-Hadiashar 3DPC 61 7 0 02 Sep 2020
Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation Yu Feng Boyuan Tian Tiancheng Xu P. Whatmough Yuhao Zhu 3DPC 55 59 0 16 Aug 2020
RocNet: Recursive Octree Network for Efficient 3D Deep Representation Juncheng Liu S. Mills B. McCane 3DV 13 6 0 10 Aug 2020
Global Context Aware Convolutions for 3D Point Cloud Understanding Zhiyuan Zhang Binh-Son Hua Wei Chen Yibin Tian Sai-Kit Yeung 3DPC 140 41 0 07 Aug 2020
PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations E. Tretschk A. Tewari Vladislav Golyanik Michael Zollhöfer Carsten Stoll Christian Theobalt 3DPC 3DH 3DV 79 108 0 04 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 76 52 0 03 Aug 2020
Self-supervised Learning of Point Clouds via Orientation Estimation Omid Poursaeed Tianxing Jiang Quintessa Qiao N. Xu Vladimir G. Kim 3DPC SSL 91 120 0 01 Aug 2020
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution Haotian Tang Zhijian Liu Shengyu Zhao Chengyue Wu Ji Lin Hanrui Wang Song Han 3DPC 156 649 0 31 Jul 2020
Virtual Multi-view Fusion for 3D Semantic Segmentation Abhijit Kundu Xiaoqi Yin Alireza Fathi David A. Ross B. Brewington Thomas Funkhouser C. Pantofaru 3DPC 125 169 0 26 Jul 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DPC 80 70 0 26 Jul 2020
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds Rui Huang Wanyue Zhang Abhijit Kundu C. Pantofaru David A. Ross Thomas Funkhouser Alireza Fathi 3DPC 91 84 0 24 Jul 2020
Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling Omid Poursaeed Matthew Fisher Noam Aigerman Vladimir G. Kim 3DV 105 28 0 20 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 92 107 0 20 Jul 2020
Learning Part Boundaries from 3D Point Clouds Marios Loizou Melinos Averkiou E. Kalogerakis 3DPC 100 35 0 15 Jul 2020
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds Zeyu Hu Mingmin Zhen Xuyang Bai Hongbo Fu Chiew-Lan Tai 3DPC 137 131 0 14 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 88 72 0 07 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 218 879 0 05 Jul 2020
A Closer Look at Local Aggregation Operators in Point Cloud Analysis Ze Liu Han Hu Yue Cao Zheng Zhang Xin Tong 3DPC 78 185 0 02 Jul 2020
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion Yujin Chen Zhigang Tu Di Kang Ruizhi Chen Linchao Bao Zhengyou Zhang Junsong Yuan 3DH 102 63 0 28 Jun 2020
SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans Angela Dai Yawar Siddiqui Justus Thies Julien P. C. Valentin Matthias Nießner 70 41 0 25 Jun 2020
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization Jingang Tan Lili Chen Kangru Wang Jingquan Peng Jiamao Li Xiaolin Zhang 42 8 0 25 Jun 2020
MetaSDF: Meta-learning Signed Distance Functions Vincent Sitzmann E. R. Chan Richard Tucker Noah Snavely Gordon Wetzstein 69 251 0 17 Jun 2020
MeshSDF: Differentiable Iso-Surface Extraction Edoardo Remelli Artem Lukoianov Stephan R. Richter Benoît Guillard Timur M. Bagautdinov Pierre Baqué Pascal Fua 106 153 0 06 Jun 2020
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion Peng-Shuai Wang Yang Liu Xin Tong 3DPC 74 64 0 06 Jun 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 109 411 0 20 May 2020
OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression Lila Huang Shenlong Wang K. Wong Jerry Liu R. Urtasun 3DPC 63 146 0 14 May 2020
View Invariant Human Body Detection and Pose Estimation from Multiple Depth Sensors Walid Bekhtaoui Ruhan Sa Brian Teixeira V. Singh K. Kirchberg Yao-Jen Chang Ankur Kapoor 3DH 3DPC 45 6 0 08 May 2020
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes Haiyan Wang Xuejian Rong Liang Yang Jinglun Feng Shuihua Wang Yingli Tian 3DPC 67 45 0 26 Apr 2020
TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell Hayato Onizuka Zehra Hayirci D. Thomas Akihiro Sugimoto Hideaki Uchiyama R. Taniguchi 3DH 93 35 0 22 Apr 2020
Semantic Correspondence via 2D-3D-2D Cycle Yang You Chengkun Li Yujing Lou Zhoujun Cheng Lizhuang Ma Cewu Lu Weiming Wang 3DPC 142 6 0 20 Apr 2020
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review Yaodong Cui Ren‐Hao Chen Wenbo Chu Long Chen Daxin Tian Ying Li Dongpu Cao 3DPC 79 401 0 10 Apr 2020
What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 33 1 0 07 Apr 2020
Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds Tai Wang Xinge Zhu Dahua Lin 3DPC 74 28 0 06 Apr 2020
SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation Chenfeng Xu Bichen Wu Zining Wang Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 114 360 0 03 Apr 2020
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Li Jiang Hengshuang Zhao Shaoshuai Shi Shu Liu Chi-Wing Fu Jiaya Jia 3DPC 88 438 0 03 Apr 2020
Learning Unsupervised Hierarchical Part Decomposition of 3D Objects from a Single RGB Image Despoina Paschalidou Luc van Gool Andreas Geiger 3DV OCL 91 108 0 02 Apr 2020
SK-Net: Deep Learning on Point Cloud via End-to-end Discovery of Spatial Keypoints Weikun Wu Yan Zhang David Wang Yunqi Lei 3DPC 67 51 0 31 Mar 2020
Scene Context Based Semantic Segmentation for 3D LiDAR Data in Dynamic Scene Jilin Mei Huijing Zhao 3DPC 35 1 0 31 Mar 2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions Matheus Gadelha Aruni RoyChowdhury Gopal Sharma E. Kalogerakis Liangliang Cao Erik Learned-Miller Rui Wang Subhransu Maji 3DPC 107 45 0 30 Mar 2020
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement Zehao Yu Shenghua Gao 3DV 149 221 0 29 Mar 2020
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction Rohan Chabra J. E. Lenssen Eddy Ilg Tanner Schmidt Julian Straub S. Lovegrove Richard Newcombe 106 469 0 24 Mar 2020
Atlas: End-to-End 3D Scene Reconstruction from Posed Images Zak Murez Tarrence van As James Bartolozzi Ayan Sinha Vijay Badrinarayanan Andrew Rabinovich 3DV 144 269 0 23 Mar 2020
DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points Ayan Sinha Zak Murez James Bartolozzi Vijay Badrinarayanan Andrew Rabinovich 3DV 3DPC 51 3 0 19 Mar 2020
PT2PC: Learning to Generate 3D Point Cloud Shapes from Part Tree Conditions Kaichun Mo He Wang Xinchen Yan Leonidas Guibas 3DPC 97 40 0 19 Mar 2020
LRC-Net: Learning Discriminative Features on Point Clouds by Encoding Local Region Contexts Xinhai Liu Zhizhong Han Fangzhou Hong Yu-Shen Liu Matthias Zwicker 3DPC 67 21 0 18 Mar 2020
Fusion-Aware Point Convolution for Online Semantic 3D Scene Segmentation JIazhao Zhang Chenyang Zhu Lintao Zheng Kai Xu 3DPC 93 61 0 13 Mar 2020
Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs P. D. Haan Maurice Weiler Taco S. Cohen Max Welling 164 130 0 11 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 367 991 0 10 Mar 2020
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for 3D Reconstruction from a Single Image Aihua Mao Canglan Dai Lin Gao Ying He Yong Liu 3DV 3DPC 28 2 0 07 Mar 2020