Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels

28 December 2023

Marc Pollefeys

Gao Huang

Papers citing "Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels"

38 / 38 papers shown

Title
DenseGrounding: Improving Dense Language-Vision Semantics for Ego-Centric 3D Visual Grounding Henry Zheng Hao Shi Qihang Peng Yong Xien Chng Rui Huang Yepeng Weng Zhongchao Shi Gao Huang 59 1 0 08 May 2025
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation Andrew Caunes T. Chateau Vincent Frémont 3DPC 24 0 0 06 May 2025
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene Understanding Yuchen Rao Stefan Ainetter Sinisa Stekovic Vincent Lepetit Friedrich Fraundorfer 3DPC 3DV 86 0 0 18 Apr 2025
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation Andrea Simonelli Norman Muller Peter Kontschieder 19 0 0 15 Apr 2025
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives Yuan Gao Shaobo Xia P. Wang Xiaohuan Xi Sheng Nie Cheng-Xiang Wang 42 0 0 24 Mar 2025
Open-Vocabulary Functional 3D Scene Graphs for Real-World Indoor Spaces Chenyangguang Zhang Alexandros Delitzas Fangjinhua Wang Ruida Zhang Xiangyang Ji Marc Pollefeys Francis Engelmann 3DV 3DPC 45 4 0 24 Mar 2025
Is there anything left? Measuring semantic residuals of objects removed from 3D Gaussian Splatting Simona Kocour Assia Benbihi Aikaterini Adam Torsten Sattler 3DPC 41 0 0 21 Mar 2025
OpenCity3D: What do Vision-Language Models know about Urban Environments? Valentin Bieri Marco Zamboni Nicolas S. Blumer Qingxuan Chen Francis Engelmann 46 1 0 21 Mar 2025
ProxyTransformation: Preshaping Point Cloud Manifold With Proxy Attention For 3D Visual Grounding Qihang Peng Henry Zheng Gao Huang 3DPC 77 0 0 26 Feb 2025
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 55 7 0 24 Feb 2025
Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field Wenhao Hu Wenhao Chai Shengyu Hao Xiaotong Cui Xuexiang Wen Jenq-Neng Hwang Gaoang Wang 3DV 53 0 0 22 Feb 2025
Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking P. Nguyen Minh Luu Anh Tran Cuong Pham K. Nguyen 3DPC 69 0 0 25 Nov 2024
Training an Open-Vocabulary Monocular 3D Object Detection Model without 3D Data Rui Huang Henry Zheng Yan Wang Zhuofan Xia Marco Pavone Gao Huang 3DPC VLM 77 1 0 23 Nov 2024
Search3D: Hierarchical Open-Vocabulary 3D Segmentation Ayca Takmaz Alexandros Delitzas R. Sumner Francis Engelmann Johanna Wald Federico Tombari 52 11 0 27 Sep 2024
Open-Ended 3D Point Cloud Instance Segmentation Phuc D. A. Nguyen Minh Luu Anh Tran Cuong Pham Khoi Nguyen 3DPC 43 1 0 21 Aug 2024
Improving 2D Feature Representations by 3D-Aware Fine-Tuning Yuanwen Yue Anurag Das Francis Engelmann Siyu Tang J. E. Lenssen 41 23 0 29 Jul 2024
OpenSU3D: Open World 3D Scene Understanding using Foundation Models Rafay Mohiuddin Sai Manoj Prakhya Fiona Collins Ziyuan Liu André Borrmann 31 2 0 19 Jul 2024
MaRINeR: Enhancing Novel Views by Matching Rendered Images with Nearby References Lukas Bosiger Mihai Dusmanu Marc Pollefeys Z. Bauer 36 0 0 18 Jul 2024
3x2: 3D Object Part Segmentation by 2D Semantic Correspondences Anh Thai Weiyao Wang Hao Tang Stefan Stojanov Matt Feiszli James M. Rehg 3DPC 39 3 0 12 Jul 2024
Point-SAM: Promptable 3D Segmentation Model for Point Clouds Yuchen Zhou Jiayuan Gu Tung Yen Chiang Fanbo Xiang Hao Su 40 17 0 25 Jun 2024
Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object Detection Yang Cao Yihan Zeng Hang Xu Dan Xu 3DPC ObjD 28 6 0 02 Jun 2024
Clio: Real-time Task-Driven Open-Set 3D Scene Graphs Dominic Maggio Yun Chang Nathan Hughes Matthew Trang Dan Griffith Carlyn Dougherty Eric Cristofalo Lukas Schmid Luca Carlone 3DV 36 31 0 21 Apr 2024
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds Oliver Lemke Z. Bauer René Zurbrugg Marc Pollefeys Francis Engelmann Hermann Blum 3DPC 19 10 0 18 Apr 2024
AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans Cedric Perauer Laurenz Adrian Heidrich Haifan Zhang Matthias Nießner Anastasiia Kornilova Alexey Artemov ISeg 3DPC 3DV 23 1 0 24 Mar 2024
VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding Chris Kelly Luhui Hu Jiayin Hu Yu Tian Deshun Yang Bang Yang Cindy Yang Zihao Li Zaoshan Huang Yuexian Zou 34 2 0 14 Mar 2024
Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance P. Nguyen T.D. Ngo E. Kalogerakis Chuang Gan Anh Tran Cuong Pham Khoi Duc Minh Nguyen ISeg 16 51 0 17 Dec 2023
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction Silvan Weder Francis Engelmann Johannes L. Schonberger Akihito Seki Marc Pollefeys Martin R. Oswald 3DPC 3DV 11 4 0 29 Nov 2023
OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation Zhening Huang Xiaoyang Wu Xi Chen Hengshuang Zhao Lei Zhu Joan Lasenby ISeg 3DPC VLM 39 46 0 01 Sep 2023
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
4D-StOP: Panoptic Segmentation of 4D LiDAR using Spatio-temporal Object Proposal Generation and Aggregation Lars Kreuzberg Idil Esen Zulfikar Sabarinath Mahadevan Francis Engelmann Bastian Leibe 3DPC 35 34 0 29 Sep 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 167 326 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 164 428 0 04 Dec 2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes Alexey Nekrasov Jonas Schult Or Litany Bastian Leibe Francis Engelmann 3DPC 142 154 0 05 Oct 2021
Hierarchical Aggregation for 3D Instance Segmentation Shaoyu Chen Jiemin Fang Qian Zhang Wenyu Liu Xinggang Wang 3DPC 47 160 0 05 Aug 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 223 897 0 28 Apr 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 3,683 0 11 Feb 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016