Cover Image

GSTran: Joint Geometric and Semantic Coherence for Point Cloud Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Abiao, Lv, Chenlei, Mei, Guofeng, Zuo, Yifan, Zhang, Jian, Fang, Yuming
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PointGAC: Geometric-Aware Codebook for Masked Point Cloud Modeling
by: Li, Abiao, et al.
Published: (2025)

Fully-Geometric Cross-Attention for Point Cloud Registration
by: Wang, Weijie, et al.
Published: (2025)

PKSS-Align: Robust Point Cloud Registration on Pre-Kendall Shape Space
by: Lv, Chenlei, et al.
Published: (2025)

Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding
by: Mei, Guofeng, et al.
Published: (2023)

PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration
by: Huang, Xiaoshui, et al.
Published: (2025)

Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations
by: Pan, Zhiyi, et al.
Published: (2023)

Refining Segmentation On-the-Fly: An Interactive Framework for Point Cloud Semantic Segmentation
by: Zhang, Peng, et al.
Published: (2024)

RESSCAL3D++: Joint Acquisition and Semantic Segmentation of 3D Point Clouds
by: Royen, Remco, et al.
Published: (2024)

JOPP-3D: Joint Open Vocabulary Semantic Segmentation on Point Clouds and Panoramas
by: Inuganti, Sandeep, et al.
Published: (2026)

Palette-based Color Transfer between Images
by: Lv, Chenlei, et al.
Published: (2024)

Graph Matching Optimization Network for Point Cloud Registration
by: Wu, Qianliang, et al.
Published: (2023)

FreePoint: Unsupervised Point Cloud Instance Segmentation
by: Zhang, Zhikai, et al.
Published: (2023)

Unsupervised Point Cloud Pre-Training via Contrasting and Clustering
by: Mei, Guofeng, et al.
Published: (2022)

Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement
by: Duan, Zaipeng, et al.
Published: (2025)

Vanilla ViT for Automotive Point Cloud Semantic Segmentation
by: Puy, Gilles, et al.
Published: (2026)

Fine-grained Metrics for Point Cloud Semantic Segmentation
by: Lu, Zhuheng, et al.
Published: (2024)

Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation
by: Chen, Junjie, et al.
Published: (2025)

Masked Clustering Prediction for Unsupervised Point Cloud Pre-training
by: Ren, Bin, et al.
Published: (2025)

Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation
by: Li, Zhaoyang, et al.
Published: (2024)

Training-Free Point Cloud Recognition Based on Geometric and Semantic Information Fusion
by: Chen, Yan, et al.
Published: (2024)

Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
by: Pan, Zhiyi, et al.
Published: (2024)

Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning
by: Li, Yang, et al.
Published: (2025)

Twin Deformable Point Convolutions for Point Cloud Semantic Segmentation in Remote Sensing Scenes
by: Mao, Yong-Qiang, et al.
Published: (2024)

Weighted Poisson-disk Resampling on Large-Scale Point Clouds
by: Jiao, Xianhe, et al.
Published: (2024)

Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework
by: Zeng, Ziyin, et al.
Published: (2023)

Simba: Towards High-Fidelity and Geometrically-Consistent Point Cloud Completion via Transformation Diffusion
by: Zhang, Lirui, et al.
Published: (2025)

CMF-IoU: Multi-Stage Cross-Modal Fusion 3D Object Detection with IoU Joint Prediction
by: Ning, Zhiwei, et al.
Published: (2025)

Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation
by: Han, Jiawei, et al.
Published: (2024)

PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation
by: He, Yong, et al.
Published: (2025)

When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels
by: Liu, Yifan, et al.
Published: (2024)

Open-world Point Cloud Semantic Segmentation: A Human-in-the-loop Framework
by: Zhang, Peng, et al.
Published: (2025)

ZeroReg: Zero-Shot Point Cloud Registration with Foundation Models
by: Wang, Weijie, et al.
Published: (2023)

SGNet: Salient Geometric Network for Point Cloud Registration
by: Wu, Qianliang, et al.
Published: (2023)

Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
by: An, Zhaochong, et al.
Published: (2024)

Matching Distance and Geometric Distribution Aided Learning Multiview Point Cloud Registration
by: Li, Shiqi, et al.
Published: (2025)

CFSSeg: Closed-Form Solution for Class-Incremental Semantic Segmentation of 2D Images and 3D Point Clouds
by: Li, Jiaxu, et al.
Published: (2024)

Rethinking Few-shot 3D Point Cloud Semantic Segmentation
by: An, Zhaochong, et al.
Published: (2024)

Source-Free Domain Adaptation for Geospatial Point Cloud Semantic Segmentation
by: Gao, Yuan, et al.
Published: (2026)

Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation
by: Wang, Changshuo, et al.
Published: (2025)

PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud
by: Zhang, Tunhou, et al.
Published: (2022)