ProtoSeg: A Prototype-Based Point Cloud Instance Segmentation Method

3 October 2024

Adrian Munteanu

Papers citing "ProtoSeg: A Prototype-Based Point Cloud Instance Segmentation Method"

32 / 32 papers shown

Title
RESSCAL3D++: Joint Acquisition and Semantic Segmentation of 3D Point Clouds Remco Royen Kostas Pataridis Ward van der Tempel Adrian Munteanu 87 1 0 03 Oct 2024
Improved Block Merging for 3D Point Cloud Instance Segmentation Leon Denis Remco Royen Adrian Munteanu 3DV 3DPC ISeg 87 3 0 09 Jul 2024
Joint prototype and coefficient prediction for 3D instance segmentation Remco Royen Leon Denis Adrian Munteanu 3DV ISeg 72 1 0 09 Jul 2024
SharpContour: A Contour-based Boundary Refinement Approach for Efficient and Accurate Instance Segmentation Chen Zhu Xuanye Zhang Yanran Li Liangdong Qiu Kai Han Xiaoguang Han ISeg 67 23 0 24 Mar 2022
SoftGroup for 3D Instance Segmentation on Point Clouds Thang Vu Kookhoi Kim Tung M. Luu Xuan Thanh Nguyen Chang D. Yoo 3DPC 78 241 0 03 Mar 2022
Mask Transfiner for High-Quality Instance Segmentation Lei Ke Martin Danelljan Xia Li Yu-Wing Tai Chi-Keung Tang Feng Yu ISeg 64 118 0 26 Nov 2021
Hierarchical Aggregation for 3D Instance Segmentation Shaoyu Chen Jiemin Fang Qian Zhang Wenyu Liu Xinggang Wang 3DPC 110 166 0 05 Aug 2021
A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks Ikram Kourbane Yakup Genç 3DH 20 4 0 23 May 2021
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution Tong He Chunhua Shen Anton Van Den Hengel 3DPC 91 102 0 26 Nov 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 186 2,012 0 02 Nov 2020
Learning Gaussian Instance Segmentation in Point Clouds Shih-Hung Liu Shan Yu Shao-Chi Wu Hwann-Tzong Chen Tyng-Luh Liu 3DPC ISeg 122 48 0 20 Jul 2020
PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Li Jiang Hengshuang Zhao Shaoshuai Shi Shu Liu Chi-Wing Fu Jiaya Jia 3DPC 86 437 0 03 Apr 2020
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation Francis Engelmann M. Bokeloh Alireza Fathi Bastian Leibe Matthias Nießner 3DPC 86 215 0 30 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 253 261 0 14 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 260 616 0 12 Mar 2020
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation Tong He Dong Gong Zhi Tian Chunhua Shen 3DV 100 39 0 06 Jan 2020
JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds Lin Zhao Wenbing Tao 3DV ISeg 84 107 0 20 Dec 2019
Point Cloud Instance Segmentation using Probabilistic Embeddings Biao Zhang Peter Wonka 3DPC 61 66 0 30 Nov 2019
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth D. Neven Bert De Brabandere Marc Proesmans Luc Van Gool SSeg ISeg 59 243 0 26 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 154 328 0 04 Jun 2019
KPConv: Flexible and Deformable Convolution for Point Clouds Hugues Thomas C. Qi Jean-Emmanuel Deschaud B. Marcotegui F. Goulette Leonidas Guibas 3DPC 175 2,551 0 18 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 147 1,684 0 04 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 68 205 0 01 Apr 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 78 919 0 01 Mar 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
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 155 1,571 0 17 Nov 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 263 6,179 0 24 Jan 2018
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation Weiyue Wang Ronald Yu Qiangui Huang Ulrich Neumann 3DPC 104 553 0 23 Nov 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 391 27,275 0 20 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 515 4,088 0 14 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 137 524 0 24 Nov 2016