PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via
Foundation Models

PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models

11 March 2024

Qingdong He

Jinlong Peng

Jiangning Zhang

Yabiao Wang

Chengjie Wang

Papers citing "PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models"

10 / 10 papers shown

Title
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance Segmentation Mutian Xu Xingyilang Yin Lingteng Qiu Yang Liu Xin Tong Xiaoguang Han 24 21 0 29 Nov 2023
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching Yang Liu Muzhi Zhu Hengtao Li Hao Chen Xinlong Wang Chunhua Shen VLM MLLM 86 82 0 22 May 2023
CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds Haiyang Wang Lihe Ding Shaocong Dong Shaoshuai Shi Aoxue Li Jianan Li Zhenguo Li Liwei Wang 3DPC 135 67 0 09 Oct 2022
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation Jonas Schult Francis Engelmann Alexander Hermans Or Litany Siyu Tang Bastian Leibe ISeg 50 164 0 06 Oct 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 165 326 0 31 May 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 161 428 0 04 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 2,875 0 11 Feb 2021
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 147 254 0 14 Mar 2020
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 145 760 0 30 Mar 2018