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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
L2G Auto-encoder: Understanding Point Clouds by Local-to-Global Reconstruction with Hierarchical Self-Attention Xinhai Liu Zhizhong Han Xin Wen Yu-Shen Liu Matthias Zwicker 3DPC 120 87 0 02 Aug 2019
PointHop: An Explainable Machine Learning Method for Point Cloud Classification Min Zhang Haoxuan You Pranav Kadam Shan Liu C.-C. Jay Kuo 3DPC 61 109 0 30 Jul 2019
DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation Zong-gui Zhao Min Liu K. Ramani 3DPC 64 18 0 28 Jul 2019
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions Kashyap Chitta J. Álvarez M. Hebert SSeg 62 16 0 27 Jul 2019
Higher-Order Function Networks for Learning Composable 3D Object Representations E. Mitchell Kazim Selim Engin Volkan Isler Daniel D. Lee AI4CE 3DPC 72 22 0 24 Jul 2019
DispVoxNets: Non-Rigid Point Set Alignment with Supervised Learning Proxies Soshi Shimada Vladislav Golyanik E. Tretschk D. Stricker Christian Theobalt 3DPC 79 24 0 24 Jul 2019
Deep-SLAM++: Object-level RGBD SLAM based on class-specific deep shape priors Lan Hu Wanting Xu Kun Huang L. Kneip 81 15 0 23 Jul 2019
Efficient Semantic Scene Completion Network with Spatial Group Convolution Jiahui Zhang Hao Zhao Anbang Yao Yurong Chen Li Zhang Hongen Liao 3DPC 79 116 0 11 Jul 2019
A review on deep learning techniques for 3D sensed data classification David J. Griffiths Jan Boehm 3DPC 3DV 100 166 0 09 Jul 2019
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 172 677 0 08 Jul 2019
Analyzing the Cross-Sensor Portability of Neural Network Architectures for LiDAR-based Semantic Labeling Florian Piewak Peter Pinggera Johann Marius Zöllner 3DPC 51 9 0 03 Jul 2019
CNN-based synthesis of realistic high-resolution LiDAR data Larissa T. Triess David Peter Christoph B. Rist Markus Enzweiler Johann Marius Zöllner 3DPC 83 15 0 28 Jun 2019
Spatial Transformer for 3D Point Clouds Jiayun Wang Rudrasis Chakraborty Stella X. Yu 3DPC 75 15 0 26 Jun 2019
Topology Maintained Structure Encoding Qing Fang 3DV 35 0 0 26 Jun 2019
Neural Volumes: Learning Dynamic Renderable Volumes from Images Stephen Lombardi Tomas Simon Jason M. Saragih Gabriel Schwartz Andreas M. Lehrmann Yaser Sheikh 3DH 76 284 0 18 Jun 2019
Semi-Supervised Semantic Mapping through Label Propagation with Semantic Texture Meshes R. Rosu Jan Quenzel Sven Behnke 86 19 0 17 Jun 2019
Learning Part Generation and Assembly for Structure-aware Shape Synthesis Jun Li Chengjie Niu Kai Xu 3DPC 65 75 0 16 Jun 2019
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 83 352 0 15 Jun 2019
Fast Hierarchical Neural Network for Feature Learning on Point Cloud Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 33 1 0 10 Jun 2019
Unsupervised Primitive Discovery for Improved 3D Generative Modeling Salman H. Khan Yulan Guo Munawar Hayat Nick Barnes 62 33 0 09 Jun 2019
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation Z. Kang Ning Li 3DPC 77 33 0 07 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 207 1,283 0 04 Jun 2019
Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds Bo Yang Jianan Wang R. Clark Qingyong Hu Sen Wang Andrew Markham A. Trigoni 3DPC 160 329 0 04 Jun 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 109 54 0 31 May 2019
Incorporating Human Domain Knowledge in 3D LiDAR-based Semantic Segmentation Jilin Mei Huijing Zhao 3DV VLM 62 22 0 23 May 2019
GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud Can Chen L. Z. Fragonara Antonios Tsourdos 3DPC 36 87 0 21 May 2019
CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching M. Mehltretter Christian Heipke 3DV 51 16 0 17 May 2019
LSANet: Feature Learning on Point Sets by Local Spatial Aware Layer Lin-Zhuo Chen Xuan-Yi Li Deng-Ping Fan Kai Wang Shao-Ping Lu Ming-Ming Cheng 3DPC 53 34 0 14 May 2019
Sensor Fusion for Joint 3D Object Detection and Semantic Segmentation Gregory P. Meyer Jake Charland Darshan Hegde A. Laddha Carlos Vallespi-Gonzalez 3DPC 68 129 0 25 Apr 2019
Superquadrics Revisited: Learning 3D Shape Parsing beyond Cuboids Despoina Paschalidou Ali O. Ulusoy Andreas Geiger 76 195 0 22 Apr 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 207 2,567 0 18 Apr 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 231 1,804 0 18 Apr 2019
A-CNN: Annularly Convolutional Neural Networks on Point Clouds Artem Komarichev Z. Zhong Jing Hua 3DPC 85 264 0 16 Apr 2019
Relation-Shape Convolutional Neural Network for Point Cloud Analysis Yongcheng Liu Bin Fan Shiming Xiang Chunhong Pan 3DPC 127 900 0 16 Apr 2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering Seungryul Baek K. Kim Tae-Kyun Kim 3DH 99 215 0 08 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 169 1,356 0 07 Apr 2019
Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning Loic Landrieu Mohamed Boussaha 3DPC 75 153 0 03 Apr 2019
SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences Jens Behley Martin Garbade Andres Milioto Jan Quenzel Sven Behnke C. Stachniss Juergen Gall 3DPC 3DV 68 19 0 02 Apr 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields Quang Pham D. Nguyen Binh-Son Hua Gemma Roig Sai-Kit Yeung ISeg 3DV 73 205 0 01 Apr 2019
MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds Ali K. Thabet Humam Alwassel Guohao Li 3DPC 93 28 0 30 Mar 2019
DeepPoint3D: Learning Discriminative Local Descriptors using Deep Metric Learning on 3D Point Clouds Siddharth Srivastava Brejesh Lall 3DPC 46 16 0 27 Mar 2019
Structured 2D Representation of 3D Data for Shape Processing Kripasindhu Sarkar Elizabeth Mathews D. Stricker 3DV 38 1 0 25 Mar 2019
AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss Chenyang Zhu Kai Xu S. Chaudhuri L. Yi Leonidas Guibas Hao Zhang 3DPC 71 9 0 25 Mar 2019
Depth Coefficients for Depth Completion S. Imran Yunfei Long Xiaoming Liu Daniel Morris 60 94 0 13 Mar 2019
A Skeleton-bridged Deep Learning Approach for Generating Meshes of Complex Topologies from Single RGB Images Jiapeng Tang Xiaoguang Han J. Pan Kui Jia Xin Tong 3DH 3DV 62 86 0 12 Mar 2019
PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation Fenggen Yu Kun Liu Yan Zhang Chenyang Zhu Kai Xu 3DPC 3DV 121 96 0 02 Mar 2019
RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion Jie Li Yu Liu Dong Gong Javen Qinfeng Shi Xia Yuan Chunxia Zhao Ian Reid 3DPC 67 84 0 02 Mar 2019
Octree guided CNN with Spherical Kernels for 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 185 143 0 28 Feb 2019
Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference Yao Yao Zixin Luo Shiwei Li Tianwei Shen Tian Fang Long Quan 3DV 104 556 0 27 Feb 2019
Associatively Segmenting Instances and Semantics in Point Clouds Xinlong Wang Shu Liu Xiaoyong Shen Chunhua Shen Jiaya Jia ISeg 3DPC 82 250 0 26 Feb 2019