"point cloud segmentation" Papers

29 papers found

All in One: Visual-Description-Guided Unified Point Cloud Segmentation

Zongyan Han, Mohamed El Amine Boudjoghra, Jiahua Dong et al.

ICCV 2025arXiv:2507.05211
1
citations

An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models

Wentao Qu, Jing Wang, Yongshun Gong et al.

CVPR 2025arXiv:2411.16308
9
citations

CamPoint: Boosting Point Cloud Segmentation with Virtual Camera

Jianhui Zhang, Luo Yizhi, Zicheng Zhang et al.

CVPR 2025
1
citations

Geometry-Aware 3D Salient Object Detection Network

Chen Wang, Liyuan Zhang, Le Hui et al.

AAAI 2025paperarXiv:2502.16488
1
citations

IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression Segmentation

Qi Chen, Changli Wu, Jiayi Ji et al.

AAAI 2025paperarXiv:2501.04995
3
citations

Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning

Yang Li, Aming WU, Zihao Zhang et al.

NEURIPS 2025arXiv:2510.13307

Online Segment Any 3D Thing as Instance Tracking

Hanshi Wang, Cai Zijian, Jin Gao et al.

NEURIPS 2025oralarXiv:2512.07599
1
citations

Pamba: Enhancing Global Interaction in Point Clouds via State Space Model

Zhuoyuan Li, Yubo Ai, Jiahao Lu et al.

AAAI 2025paperarXiv:2406.17442
6
citations

Point-SAM: Promptable 3D Segmentation Model for Point Clouds

Yuchen Zhou, Jiayuan Gu, Tung Chiang et al.

ICLR 2025arXiv:2406.17741
44
citations

Reasoning Beyond Points: A Visual Introspective Approach for Few-Shot 3D Segmentation

Changshuo Wang, Shuting He, Xiang Fang et al.

NEURIPS 2025

Relation3D : Enhancing Relation Modeling for Point Cloud Instance Segmentation

Edward LOO, Jiacheng Deng

CVPR 2025arXiv:2506.17891
6
citations

Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation

Changshuo Wang, Shuting He, Xiang Fang et al.

AAAI 2025paperarXiv:2504.02454
10
citations

TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances

Wenting Xu, Viorela Ila, Luping Zhou et al.

AAAI 2025paperarXiv:2412.05596
2
citations

ViSPLA: Visual Iterative Self-Prompting for Language-Guided 3D Affordance Learning

Hritam Basak, Zhaozheng Yin

NEURIPS 2025

A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)

Dehao Yuan, Cornelia Fermuller, Tahseen Rabbani et al.

ICML 2024arXiv:2404.01568
6
citations

Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation

Yujun Chen, Xin Tan, Zhizhong Zhang et al.

AAAI 2024paperarXiv:2312.08234
6
citations

Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation

Ruijie Xu, Chuyu Zhang, Hui Ren et al.

ECCV 2024arXiv:2407.12489
9
citations

GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds

Shengjun Zhang, Xin Fei, Yueqi Duan

CVPR 2024arXiv:2403.19220
5
citations

LASS3D: Language-Assisted Semi-Supervised 3D Semantic Segmentation with Progressive Unreliable Data Exploitation

Jianan Li, Qiulei Dong

ECCV 2024
1
citations

Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation

Zhaoyang Li, Yuan Wang, Wangkai Li et al.

ECCV 2024arXiv:2408.13752
9
citations

ODIN: A Single Model for 2D and 3D Segmentation

Ayush Jain, Pushkal Katara, Nikolaos Gkanatsios et al.

CVPR 2024highlightarXiv:2401.02416
20
citations

OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation

Zhening Huang, Xiaoyang Wu, Xi Chen et al.

ECCV 2024arXiv:2309.00616
83
citations

Part2Object: Hierarchical Unsupervised 3D Instance Segmentation

cheng Shi, Yulin zhang, Bin Yang et al.

ECCV 2024arXiv:2407.10084
10
citations

Point Cloud Pre-training with Diffusion Models

xiao zheng, Xiaoshui Huang, Guofeng Mei et al.

CVPR 2024arXiv:2311.14960
59
citations

Pseudo-Embedding for Generalized Few-Shot Point Cloud Segmentation

Chih-Jung Tsai, Hwann-Tzong Chen, Tyng-Luh Liu

ECCV 2024

Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation

Sangyun Shin, Kaichen Zhou, Madhu Vankadari et al.

CVPR 2024arXiv:2312.11269
23
citations

Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation

Jiawei Han, Kaiqi Liu, Wei Li et al.

ECCV 2024arXiv:2408.10537
11
citations

TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis

Pavlo Melnyk, Andreas Robinson, Michael Felsberg et al.

CVPR 2024arXiv:2211.14456
6
citations

X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition

Shuofeng Sun, Yongming Rao, Jiwen Lu et al.

CVPR 2024arXiv:2404.15010
14
citations