SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints

SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints

19 March 2025

Niccolò Parodi

Papers citing "SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints"

18 / 18 papers shown

Title
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference Mengcheng Lan Chaofeng Chen Yiping Ke Xinjiang Wang Xue Jiang Wayne Zhang VLM 88 27 0 17 Jul 2024
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views Francis Engelmann Fabian Manhardt Michael Niemeyer Keisuke Tateno Marc Pollefeys Federico Tombari VLM 105 32 1 04 Apr 2024
SAI3D: Segment Any Instance in 3D Scenes Yingda Yin Yuzheng Liu Yang Xiao Daniel Cohen-Or Jingwei Huang Baoquan Chen 40 39 0 17 Dec 2023
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor Shuyang Sun Runjia Li Philip Torr Xiuye Gu Siyang Li VLM CLIP 74 34 0 12 Dec 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering Bernhard Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 125 3,534 0 08 Aug 2023
OpenMask3D: Open-Vocabulary 3D Instance Segmentation Ayca Takmaz Elisabetta Fedele R. Sumner Marc Pollefeys F. Tombari Francis Engelmann ISeg VLM 47 167 0 23 Jun 2023
SAM3D: Segment Anything in 3D Scenes Yu-nuo Yang Xiaoyang Wu Tongyao He Hengshuang Zhao Xihui Liu 3DPC 56 86 0 06 Jun 2023
Segment Anything in 3D with Radiance Fields Jiazhong Cen Jiemin Fang Zanwei Zhou Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 55 44 0 24 Apr 2023
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding Jihan Yang Runyu Ding Weipeng Deng Zhe Wang Xiaojuan Qi 58 64 0 03 Apr 2023
LERF: Language Embedded Radiance Fields Justin Kerr Chung Min Kim Ken Goldberg Angjoo Kanazawa Matthew Tancik 34 363 0 16 Mar 2023
Panoptic Lifting for 3D Scene Understanding with Neural Fields Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Norman Muller Matthias Nießner Angela Dai Peter Kontschieder 65 132 0 19 Dec 2022
OpenScene: 3D Scene Understanding with Open Vocabularies Songyou Peng Kyle Genova ChiyuMaxJiang Andrea Tagliasacchi Marc Pollefeys Thomas Funkhouser 3DPC VLM 66 351 0 28 Nov 2022
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation Huaishao Luo Junwei Bao Youzheng Wu Xiaodong He Tianrui Li VLM 68 149 0 27 Nov 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xinyu Wang ViT VLM 262 517 0 22 Feb 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 117 859 0 07 Feb 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 92 610 0 10 Jan 2022
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 59 1,945 0 24 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 592 28,659 0 26 Feb 2021