3D Semantic Segmentation with Submanifold Sparse Convolutional Networks

3D Semantic Segmentation with Submanifold Sparse Convolutional Networks

28 November 2017

Benjamin Graham

Martin Engelcke

Laurens van der Maaten

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Papers citing "3D Semantic Segmentation with Submanifold Sparse Convolutional Networks"

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Title
3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation Zhidong Liang Ming Yang Chunxiang Wang 3DPC 164 27 0 14 Feb 2019
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation Chen Liu Yasutaka Furukawa ISeg 3DPC 156 86 0 12 Feb 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 133 1 0 24 Jan 2019
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Jiaming Song 3DPC 318 2,695 0 11 Dec 2018
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Kaichun Mo Shilin Zhu Angel X. Chang L. Yi Subarna Tripathi Leonidas Guibas Hao Su 3DPC 3DV 311 834 0 06 Dec 2018
Sketch-R2CNN: An Attentive Network for Vector Sketch Recognition Lei Li C. Zou Youyi Zheng Qingkun Su Hongbo Fu Chiew-Lan Tai 3DPC 178 28 0 20 Nov 2018
MeshCNN: A Network with an Edge Rana Hanocka Amir Hertz N. Fish Raja Giryes S. Fleishman Daniel Cohen-Or 232 321 0 16 Sep 2018
VoxSegNet: Volumetric CNNs for Semantic Part Segmentation of 3D Shapes Zongji Wang Feng Lu 3DPC 133 127 0 01 Sep 2018
DNN Feature Map Compression using Learned Representation over GF(2) Denis A. Gudovskiy Alec Hodgkinson Luca Rigazio 116 19 0 15 Aug 2018
Multiresolution Tree Networks for 3D Point Cloud Processing Matheus Gadelha Rui Wang Subhransu Maji 3DV 3DPC 165 269 0 10 Jul 2018
Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domainFrontiers in Neuroscience (Front. Neurosci.), 2018 Laxmi R. Iyer Yansong Chua Haizhou Li 150 57 0 03 Jul 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 458 837 0 30 Mar 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 183 33 0 30 Mar 2018
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks Timo Hackel Mikhail (Misha) Usvyatsov S. Galliani Jan Dirk Wegner Konrad Schindler 212 15 0 31 Jan 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 634 2,722 0 23 Jan 2018