Weakly Supervised 3D Instance Segmentation without Instance-level Annotations

3 August 2023

Guosheng Lin

Papers citing "Weakly Supervised 3D Instance Segmentation without Instance-level Annotations"

36 / 36 papers shown

Title
Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation Ling-Yu Tang Le Hui Jin Xie 3DPC 62 15 0 11 Oct 2022
MaskGroup: Hierarchical Point Grouping and Masking for 3D Instance Segmentation Min Zhong Xinghao Chen Xiaokang Chen Gang Zeng Yunhe Wang ISeg 3DPC 66 46 0 28 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
Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining Yongbin Liao Erik Cambria Yang-ting Zhang Chuangguan Ye Tao Chen Jiayuan Fan ISeg 3DPC 76 22 0 30 Nov 2021
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks Zhihao Liang Zhihao Li Songcen Xu Mingkui Tan Kui Jia 3DPC 69 128 0 17 Aug 2021
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Weide Liu Xiangfei Kong Tzu-Yi Hung Guosheng Lin 83 22 0 17 Aug 2021
Hierarchical Aggregation for 3D Instance Segmentation Shaoyu Chen Jiemin Fang Qian Zhang Wenyu Liu Xinggang Wang 3DPC 104 166 0 05 Aug 2021
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 177 1,630 0 17 Dec 2020
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou Benjamin Graham Matthias Nießner Saining Xie 3DPC 120 270 0 16 Dec 2020
Point Transformer Nico Engel Vasileios Belagiannis Klaus C. J. Dietmayer 3DPC 186 2,008 0 02 Nov 2020
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances Aditya Arun C. V. Jawahar M. P. Kumar ISeg 72 58 0 18 Jul 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 68 93 0 08 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 83 437 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 78 215 0 30 Mar 2020
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds Jiacheng Wei Guosheng Lin Kim-Hui Yap Tzu-Yi Hung Lihua Xie 3DPC 64 135 0 29 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 253 261 0 14 Mar 2020
Review: deep learning on 3D point clouds Saifullahi Aminu Bello Shangshu Yu Cheng-Yu Wang 3DPC 57 236 0 17 Jan 2020
Learning multiview 3D point cloud registration Zan Gojcic Caifa Zhou Jan Dirk Wegner Leonidas Guibas Tolga Birdal 3DPC 96 167 0 15 Jan 2020
Multi-view PointNet for 3D Scene Understanding M. Jaritz Jiayuan Gu Hao Su 3DPC 202 161 0 30 Sep 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Guohao Li Marc Pollefeys Martin R. Oswald ISeg 130 177 0 20 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 149 328 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 171 2,546 0 18 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 173 545 0 10 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
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
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation Chen Liu Yasutaka Furukawa ISeg 3DPC 87 82 0 12 Feb 2019
3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans Ji Hou Angela Dai Matthias Nießner ISeg 86 468 0 17 Dec 2018
PointConv: Deep Convolutional Networks on 3D Point Clouds Wenxuan Wu Zhongang Qi Fuxin Li 3DPC 152 1,571 0 17 Nov 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 100 275 0 03 Apr 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 291 748 0 28 Mar 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 258 2,451 0 23 Jan 2018
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Benjamin Graham Martin Engelcke Laurens van der Maaten 3DPC 113 1,518 0 28 Nov 2017
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation Weiyue Wang Ronald Yu Qiangui Huang Ulrich Neumann 3DPC 99 553 0 23 Nov 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 502 4,084 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 14,371 0 02 Dec 2016
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation George Papandreou Liang-Chieh Chen Kevin Patrick Murphy Alan Yuille SSeg 116 920 0 09 Feb 2015