3D Semantic Segmentation with Submanifold Sparse Convolutional Networks

28 November 2017

Benjamin Graham

Martin Engelcke

Laurens van der Maaten

3DPC

ArXiv PDF HTML

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

50 / 346 papers shown

Title
Window Normalization: Enhancing Point Cloud Understanding by Unifying Inconsistent Point Densities Qi Wang Shengge Shi Jiahui Li Wuming Jiang Xiangde Zhang 28 9 0 05 Dec 2022
3D Segmentation of Humans in Point Clouds with Synthetic Data Ayca Takmaz Jonas Schult Irem Kaftan Mertcan Akccay Bastian Leibe R. Sumner Francis Engelmann Siyu Tang 3DH 27 23 0 01 Dec 2022
Superpoint Transformer for 3D Scene Instance Segmentation Jiahao Sun Chunmei Qing Junpeng Tan Xiangmin Xu 3DPC 42 105 0 28 Nov 2022
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Tianyu Wang Xiaowei Hu Zhengzhe Liu Chi-Wing Fu 3DPC 32 16 0 23 Nov 2022
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras Daniel Gehrig Davide Scaramuzza GNN 41 29 0 22 Nov 2022
Transformation-Equivariant 3D Object Detection for Autonomous Driving Hai Wu Chenglu Wen Wei Li Xin Li Ruigang Yang Cheng-i Wang 3DPC 28 87 0 22 Nov 2022
NeRF-RPN: A general framework for object detection in NeRFs Benran Hu Junkai Huang Yichen Liu Yu-Wing Tai Chi-Keung Tang ObjD 42 60 0 21 Nov 2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Biwei Huang Xi Li Dacheng Tao 3DPC 25 0 0 20 Nov 2022
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 32 7 0 16 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 24 20 0 11 Nov 2022
SL3D: Self-supervised-Self-labeled 3D Recognition Fernando Julio Cendra Lan Ma Jiajun Shen Xiaojuan Qi 3DPC 50 3 0 30 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 47 7 0 28 Oct 2022
Li3DeTr: A LiDAR based 3D Detection Transformer Gopi Krishna Erabati Helder Araújo ViT 3DPC 115 14 0 27 Oct 2022
MSF3DDETR: Multi-Sensor Fusion 3D Detection Transformer for Autonomous Driving Gopi Krishna Erabati Helder Araújo ViT 3DPC 29 3 0 27 Oct 2022
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Zhuo Huang Zhiyou Zhao Banghuai Li Jungong Han 3DPC ViT 40 55 0 23 Oct 2022
Differentiable Self-Adaptive Learning Rate Bozhou Chen Hongzhi Wang Chenmin Ba ODL 30 4 0 19 Oct 2022
MotionDeltaCNN: Sparse CNN Inference of Frame Differences in Moving Camera Videos Mathias Parger Chengcheng Tang Thomas Neff Christopher D. Twigg Cem Keskin Robert Y. Wang M. Steinberger 32 6 0 18 Oct 2022
LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD Ziyin Zeng Yongyang Xu Zhong Xie Wei Tang Jie Wan Weichao Wu 3DPC 42 19 0 12 Oct 2022
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling Xiaoyang Wu Yixing Lao Li Jiang Xihui Liu Hengshuang Zhao 3DPC ViT 32 369 0 11 Oct 2022
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation Ling-Yu Tang Le Hui Jin Xie 3DPC 30 15 0 11 Oct 2022
CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds Haiyang Wang Lihe Ding Shaocong Dong Shaoshuai Shi Aoxue Li Jianan Li Zhenguo Li Liwei Wang 3DPC 140 70 0 09 Oct 2022
Transferring dense object detection models to event-based data Vincenz Mechler Pavel Rojtberg 3DH 37 2 0 05 Oct 2022
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation Min Seok Lee Seok Woo Yang S. W. Han 3DPC 27 21 0 02 Oct 2022
Uncertainty Estimation for 3D Dense Prediction via Cross-Point Embeddings Kaiwen Cai Chris Xiaoxuan Lu Xiaowei Huang 3DPC 42 2 0 29 Sep 2022
ERASE-Net: Efficient Segmentation Networks for Automotive Radar Signals Shihong Fang Haoran Zhu Devansh Bisla A. Choromańska Satish Ravindran D. Ren Ryan Wu 47 5 0 26 Sep 2022
From One to Many: Dynamic Cross Attention Networks for LiDAR and Camera Fusion Rui Wan Shuangjie Xu Wei Wu Xiaoyi Zou Tongyi Cao 3DPC 20 4 0 25 Sep 2022
3DGTN: 3D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation Dening Lu K. Gao Qian Xie Linlin Xu Jonathan Li 3DPC ViT 40 4 0 21 Sep 2022
StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks Hongyu Li Zechao Li Neset Unver Akmandor Huaizu Jiang Yanzhi Wang T. Padır 38 11 0 18 Sep 2022
Scalable SoftGroup for 3D Instance Segmentation on Point Clouds Thang Vu Kookhoi Kim Tung M. Luu Xuan Thanh Nguyen Junyeong Kim Chang D. Yoo 3DPC 33 22 0 17 Sep 2022
Deep Open-Set Recognition for Silicon Wafer Production Monitoring Luca Frittoli Diego Carrera B. Rossi P. Fragneto Giacomo Boracchi BDL 24 19 0 30 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming-Hsuan Yang ViT MedIm 47 32 0 08 Aug 2022
PointConvFormer: Revenge of the Point-based Convolution Wenxuan Wu Li Fuxin Qi Shan 3DPC 30 30 0 04 Aug 2022
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection Zhipeng Luo Gongjie Zhang Changqing Zhou Ti Liu Shijian Lu Liang Pan 3DPC ViT 53 9 0 04 Aug 2022
CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving Huimin Cheng Xian-Feng Han Guoqiang Xiao 3DPC 3DV 38 63 0 26 Jul 2022
Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter T. Ngo Khoi Duc Minh Nguyen 3DPC 21 4 0 22 Jul 2022
Boosting 3D Object Detection via Object-Focused Image Fusion Hao-Hsiang Yang Chen Shi Yihong Chen Liwei Wang 3DPC 26 24 0 21 Jul 2022
NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds Weiwei Sun Daniel Rebain Renjie Liao V. Tankovich S. Yazdani K. M. Yi Andrea Tagliasacchi 3DPC 20 13 0 20 Jul 2022
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Cristiano Saltori Fabio Galasso G. Fiameni N. Sebe Elisa Ricci Fabio Poiesi 3DPC 34 65 0 20 Jul 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Cristiano Saltori E. Krivosheev Stéphane Lathuilière N. Sebe Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 36 29 0 20 Jul 2022
3D Instances as 1D Kernels Yizhe Wu Min Shi Shuaiyuan Du Hao Lu Zhiguo Cao Weicai Zhong ISeg 3DPC 37 43 0 15 Jul 2022
GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder Modeling Chen Chen Yisen Wang Honghua Chen Xu Yan Da-Dui Ren Ya Guo H. Xie F. Wang Mingqiang Wei 3DPC 36 12 0 14 Jul 2022
A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision Lanxiao Li M. Heizmann 3DPC 33 27 0 11 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 32 0 0 04 Jul 2022
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather Conditions Dong-Hee Paek Seung-Hyun Kong Kevin Tirta Wijaya 43 110 0 16 Jun 2022
LinK3D: Linear Keypoints Representation for 3D LiDAR Point Cloud Yunge Cui Yinlong Zhang Jiahua Dong Haibo Sun Xieyuanli Chen Feng Zhu 3DPC 34 37 0 13 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 35 3 0 06 Jun 2022
HPGNN: Using Hierarchical Graph Neural Networks for Outdoor Point Cloud Processing A. Thieshanthan Amashi Niwarthana Pamuditha Somarathne Tharindu Wickremasinghe Ranga Rodrigo 3DPC 33 1 0 05 Jun 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation Yuenan Hou Xinge Zhu Yuexin Ma Chen Change Loy Yikang Li 3DPC 48 158 0 05 Jun 2022
3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies Weikai Chen Cheng Lin Weiyang Li Bo Yang 30 31 0 31 May 2022
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation Zhijian Liu Haotian Tang Alexander Amini Xinyu Yang Huizi Mao Daniela Rus Song Han 96 879 0 26 May 2022