Fetching the paper…
Reading the bibliography…
Instance segmentation on 3D point clouds has been attracting increasing attention due to its wide applications, especially in scene understanding areas.
A k-means clustering algorithm
J. A. Hartigan and M. A. Wong · 1979
Earlier work this paper cites.
Efficient graph-based image segmentation
Pedro F. Felzenszwalb and Daniel P. Huttenlocher · 2004
Earlier work this paper cites.
Weakly-and semi-supervised learning of a deep convolutional network for semantic image segmentation
George Papandreou, Liang-Chieh Chen, Kevin P. Murphy, and Alan L. Yuille · 2015
Earlier work this paper cites.
From image-level to pixel-level labeling with convolutional networks
Pedro O. Pinheiro and Ronan Collobert · 2015
Earlier work this paper cites.
3d semantic parsing of large-scale indoor spaces
Iro Armeni, Ozan Sener, Amir R. Zamir, Helen Jiang, Ioannis Brilakis, Martin Fischer, and Silvio Savarese · 2016
Earlier work this paper cites.
Pointnet: Deep learning on point sets for 3d classification and segmentation
Charles Ruizhongtai Qi, Hao Su, Kaichun Mo, and Leonidas J. Guibas · 2016
Earlier work this paper cites.
3d semantic parsing of large-scale indoor spaces
Iro Armeni, Ozan Sener, Amir R. Zamir, Helen Jiang, Ioannis Brilakis, Martin Fischer, and Silvio Savarese · 2016
Earlier work this paper cites.
Scannet: Richly-annotated 3d reconstructions of indoor scenes
Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, and Matthias Nießner · 2017
Earlier work this paper cites.
Submanifold sparse convolutional networks
Benjamin Graham and Laurens van der Maaten · 2017
Earlier work this paper cites.
Pointnet++: Deep hierarchical feature learning on point sets in a metric space
Charles Ruizhongtai Qi, Li Yi, Hao Su, and Leonidas J. Guibas · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Scannet: Richly-annotated 3d reconstructions of indoor scenes
Angela Dai, Angel X. Chang, Manolis Savva, Maciej Halber, Thomas Funkhouser, and Matthias Nießner · 2017
Earlier work this paper cites.
Submanifold sparse convolutional networks
Benjamin Graham and Laurens van der Maaten · 2017
Earlier work this paper cites.
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks
Benjamin Graham, Martin Engelcke and Laurens van der Maaten · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Learning pixel-level semantic affinity with image-level supervision for weakly supervised semantic segmentation
Jiwoon Ahn and Suha Kwak · 2018
Earlier work this paper cites.
Weakly-supervised semantic segmentation network with deep seeded region growing
Zilong Huang, Xinggang Wang, Jiasi Wang, Wenyu Liu, and Jingdong Wang · 2018
Earlier work this paper cites.
Pointcnn: Convolution on x-transformed points
Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Xinhan Di, and Baoquan Chen · 2018
Earlier work this paper cites.
Toward better boundary preserved supervoxel segmentation for 3d point clouds
Yangbin Lin, Cheng Wang, Dawei Zhai, Wei Li, and Jonathan Li · 2018
Earlier work this paper cites.
Sgpn: Similarity group proposal network for 3d point cloud instance segmentation
Weiyue Wang, Ronald Yu, Qiangui Huang, and Ulrich Neumann · 2018
Earlier work this paper cites.
Pointconv: Deep convolutional networks on 3d point clouds
Wenxuan Wu, Zhongang Qi, and Li Fuxin · 2018
Earlier work this paper cites.
Gspn: Generative shape proposal network for 3d instance segmentation in point cloud
Li Yi, Wang Zhao, He Wang, Minhyuk Sung, and Leonidas Guibas · 2018
Earlier work this paper cites.
Weakly supervised instance segmentation using class peak response
Yanzhao Zhou, Yi Zhu, Qixiang Ye, Qiang Qiu, and Jianbin Jiao · 2018
Cited alongside, same era.
Weakly supervised learning of instance segmentation with inter-pixel relations
Jiwoon Ahn, Sunghyun Cho, and Suha Kwak · 2019
Cited alongside, same era.
Multi-view pointnet for 3d scene understanding
Maximilian Jaritz, Jia-Yuan Gu, and Hao Su · 2019
Cited alongside, same era.
3d-sis: 3d semantic instance segmentation of rgb-d scans
Hou Ji, Angela Dai, and Matthias Nießner · 2019
Cited alongside, same era.
3d instance segmentation via multi-task metric learning, 2019
Jean Lahoud, Bernard Ghanem, Marc Pollefeys, and Martin R. Oswald · 2019
Cited alongside, same era.
MASC: multi-scale affinity with sparse convolution for 3d instance segmentation
Multi-path region mining for weakly supervised 3d semantic segmentation on point clouds
Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Tzu-Yi Hung, and Lihua Xie · 2020
Later among the works it cites.
Weakly supervised semantic point cloud segmentation: Towards 10x fewer labels
Xun Xu and Gim Hee Lee · 2020
Later among the works it cites.
Pointgroup: Dual-set point grouping for 3d instance segmentation, 2020
Li Jiang, Hengshuang Zhao, Shaoshuai Shi, Shu Liu, Chi-Wing Fu, and Jiaya Jia · 2020
Later among the works it cites.
Occuseg: Occupancy-aware 3d instance segmentation, 2020
Lei Han, Tian Zheng, Lan Xu, and Lu Fang · 2020
Later among the works it cites.
Hierarchical aggregation for 3d instance segmentation
Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, and Xinggang Wang · 2021
Later among the works it cites.
Hierarchical aggregation for 3d instance segmentation
Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, and Xinggang Wang · 2021
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Chen Liu and Yasutaka Furukawa · 2019
Cited alongside, same era.
Jsis3d: Joint semantic-instance segmentation of 3d point clouds with multi-task pointwise networks and multi-value conditional random fields
Quang-Hieu Pham, Thanh Nguyen, Binh-Son Hua, Gemma Roig, and Sai-Kit Yeung · 2019
Cited alongside, same era.
Kpconv: Flexible and deformable convolution for point clouds
Hugues Thomas, Charles R. Qi, Jean-Emmanuel Deschaud, Beatriz Marcotegui, François Goulette, and Leonidas J. Guibas · 2019
Cited alongside, same era.
Associatively segmenting instances and semantics in point clouds
Xinlong Wang, Shu Liu, Xiaoyong Shen, Chunhua Shen, and Jiaya Jia · 2019
Cited alongside, same era.
Learning object bounding boxes for 3d instance segmentation on point clouds, 2019
Bo Yang, Jianan Wang, Ronald Clark, Qingyong Hu, Sen Wang, Andrew Markham, and Niki Trigoni · 2019
Cited alongside, same era.
PointWeb: Enhancing local neighborhood features for point cloud processing
Hengshuang Zhao, Li Jiang, Chi-Wing Fu, and Jiaya Jia · 2019
Cited alongside, same era.
MASC: multi-scale affinity with sparse convolution for 3d instance segmentation
Chen Liu and Yasutaka Furukawa · 2019
Cited alongside, same era.
Later among the works it cites.
Point transformer
Nico Engel, Vasileios Belagiannis, and Klaus Dietmayer · 2021
Later among the works it cites.
Pct: Point cloud transformer
Meng-Hao Guo, Jun-Xiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, and Shi-Min Hu · 2021
Later among the works it cites.
Exploring data-efficient 3d scene understanding with contrastive scene contexts
Ji Hou, Benjamin Graham, Matthias Nießner, and Saining Xie · 2021
Later among the works it cites.
Instance segmentation in 3d scenes using semantic superpoint tree networks
Zhihao Liang, Zhihao Li, Songcen Xu, Mingkui Tan, and Kui Jia · 2021
Later among the works it cites.
Instance segmentation in 3d scenes using semantic superpoint tree networks
Zhihao Liang, Zhihao Li, Songcen Xu, Mingkui Tan, and Kui Jia · 2021
Later among the works it cites.
One thing one click: A self-training approach for weakly supervised 3d semantic segmentation
Zhengzhe Liu, Xiaojuan Qi, and Chi-Wing Fu · 2021
Later among the works it cites.
Point transformer
Hengshuang Zhao, Li Jiang, Jiaya Jia, Philip Torr, and Vladlen Koltun · 2021
Later among the works it cites.
Hierarchical aggregation for 3d instance segmentation
Shaoyu Chen, Jiemin Fang, Qian Zhang, Wenyu Liu, and Xinggang Wang · 2021
Later among the works it cites.
Instance segmentation in 3d scenes using semantic superpoint tree networks
Zhihao Liang, Zhihao Li, Songcen Xu, Mingkui Tan, and Kui Jia · 2021
Later among the works it cites.
Point transformer
Hengshuang Zhao, Li Jiang, Jiaya Jia, Philip Torr, and Vladlen Koltun · 2021
Later among the works it cites.
Box2mask: Weakly supervised 3d semantic instance segmentation using bounding boxes
Julian Chibane, Francis Engelmann, Tuan Anh Tran, and Gerard Pons-Moll · 2022
Closest in time.
Twist: Two-way inter-label self-training for semi-supervised 3d instance segmentation
Ruihang Chu, Xiaoqing Ye, Zhengzhe Liu, Xiao Tan, Xiaojuan Qi, Chi-Wing Fu, and Jiaya Jia · 2022
Closest in time.
Learning regional purity for instance segmentation on 3d point clouds
Shichao Dong, Guosheng Lin, and Tzu-Yi Hung · 2022
Closest in time.
Learning inter-superpoint affinity for weakly supervised 3d instance segmentation
Linghua Tang, Le Hui, and Jin Xie · 2022
Closest in time.
Softgroup for 3d instance segmentation on 3d point clouds
Thang Vu, Kookhoi Kim, Tung M. Luu, Xuan Thanh Nguyen, and Chang D. Yoo · 2022
Closest in time.
Weakly supervised 3d instance segmentation without instance-level annotations, 2023
Shichao Dong and Guosheng Lin · 2023
Closest in time.