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Segment Anything in 3D with Radiance Fields

24 April 2023

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Papers citing "Segment Anything in 3D with Radiance Fields"

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Title
SPNeRF: Open Vocabulary 3D Neural Scene Segmentation with Superpoints Weiwen Hu Niccolò Parodi Marcus Zepp I. Feldmann O. Schreer Peter Eisert VLM 460 0 0 19 Mar 2025
Audio Visual Segmentation Through Text Embeddings Kyungbok Lee You Zhang Z. Duan 118 0 0 22 Feb 2025
3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object Rearrangement Ziqi Lu Jianbo Ye John J. Leonard 3DPC 3DGS 99 3 0 06 Nov 2024
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes Juliette Marrie Romain Menegaux Michael Arbel Diane Larlus Julien Mairal 3DGS 88 3 0 18 Oct 2024
Segment Any Mesh George Tang William Zhao Logan Ford David Benhaim Paul Zhang 80 9 0 24 Aug 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 159 5 0 12 Feb 2024
4D-Rotor Gaussian Splatting: Towards Efficient Novel View Synthesis for Dynamic Scenes Yuanxing Duan Fangyin Wei Qiyu Dai Yuhang He Wenzheng Chen Baoquan Chen 3DGS 91 79 0 05 Feb 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 192 192 0 08 Jan 2024
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding Xingxing Zuo Pouya Samangouei Yunwen Zhou Yan Di Mingyang Li 3DGS 89 52 0 03 Jan 2024
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields Shijie Zhou Haoran Chang Sicheng Jiang Zhiwen Fan Zehao Zhu Dejia Xu Pradyumna Chari Suya You Zhangyang Wang A. Kadambi 3DGS 94 182 0 06 Dec 2023
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 143 76 0 01 Dec 2023
Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images Nishant Jain Suryansh Kumar Luc Van Gool 3DV 69 5 0 08 Nov 2023
Segment Anything in High Quality Lei Ke Mingqiao Ye Martin Danelljan Yifan Liu Yu-Wing Tai Chi-Keung Tang Feng Yu VLM 109 337 0 02 Jun 2023
Instance Neural Radiance Field Yichen Liu Benran Hu Junkai Huang Yu-Wing Tai Chi-Keung Tang ISeg 82 38 0 10 Apr 2023
ConceptFusion: Open-set Multimodal 3D Mapping Krishna Murthy Jatavallabhula Ali Kuwajerwala Qiao Gu Mohd. Omama Tao Chen ... Celso Miguel de Melo Madhava Krishna Liam Paull Florian Shkurti Antonio Torralba 78 245 0 14 Feb 2023
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu Yinhao Zhu H. Cai Shizhong Han Z. Ling Fatih Porikli Hao Su 3DPC 110 71 0 03 Dec 2022
OpenScene: 3D Scene Understanding with Open Vocabularies Songyou Peng Kyle Genova ChiyuMaxJiang Andrea Tagliasacchi Marc Pollefeys Thomas Funkhouser 3DPC VLM 102 367 0 28 Nov 2022
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu Zhenlin Xu Gedas Bertasius Marc Niethammer 75 115 0 20 Oct 2022
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation Ruofan Liang Jiahao Zhang Haoda Li Chen Yang Yushi Guan Nandita Vijaykumar 76 25 0 15 Oct 2022
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception Dongqiangzi Ye Zixiang Zhou Weijia Chen Yufei Xie Yu Wang Panqu Wang H. Foroosh 3DPC 112 90 0 19 Sep 2022
DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images Bing Wang Lujia Chen Bo-Hsiang Yang 92 67 0 15 Aug 2022
Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models Huy Ha Shuran Song LM&Ro VLM 94 105 0 23 Jul 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 70 84 0 04 Jul 2022
Improved Direct Voxel Grid Optimization for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 84 78 0 10 Jun 2022
Depth-Adapted CNNs for RGB-D Semantic Segmentation Zongwei Wu Guillaume Allibert C. Stolz Chaoxiang Ma C. Demonceaux SSeg MDE 86 13 0 08 Jun 2022
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Lanyun Zhu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 91 169 0 29 Mar 2022
TensoRF: Tensorial Radiance Fields Anpei Chen Zexiang Xu Andreas Geiger Jingyi Yu Hao Su 111 1,314 0 17 Mar 2022
NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields Lin Yen-Chen Peter R. Florence Jonathan T. Barron Nayeon Lee Alberto Rodriguez Phillip Isola 98 122 0 03 Mar 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,045 0 16 Jan 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 280 1,664 0 09 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 264 2,379 0 02 Dec 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 120 126 0 25 Nov 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 212 1,695 0 23 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 130 1,079 0 22 Nov 2021
Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View Images Nikhil Gosala Abhinav Valada MDE 71 63 0 06 Aug 2021
Unsupervised Discovery of Object Radiance Fields Hong-Xing Yu Leonidas Guibas Jiajun Wu OCL 62 124 0 16 Jul 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 210 1,551 0 13 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 319 5,072 0 31 May 2021
Segmenter: Transformer for Semantic Segmentation Robin Strudel Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid ViT 215 1,473 0 12 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 724 6,135 0 29 Apr 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 140 421 0 29 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 55 825 0 25 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 101 646 0 18 Mar 2021
DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks Thomas Neff P. Stadlbauer Mathias Parger A. Kurz J. H. Mueller C. R. A. Chaitanya Anton Kaplanyan M. Steinberger 85 300 0 04 Mar 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 194 2,911 0 31 Dec 2020
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation Hui Zhou Xinge Zhu Xiao-yang Song Yuexin Ma Zhe Wang Hongsheng Li Dahua Lin 3DPC 71 178 0 04 Aug 2020
Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing Yajie Xing Jingbo Wang Gang Zeng MDE 110 42 0 18 Jul 2020
Point-Voxel CNN for Efficient 3D Deep Learning Zhijian Liu Haotian Tang Chengyue Wu Song Han 3DPC 132 674 0 08 Jul 2019
The Replica Dataset: A Digital Replica of Indoor Spaces Julian Straub Thomas Whelan Lingni Ma Yufan Chen Erik Wijmans ... H. Strasdat R. D. Nardi Michael Goesele S. Lovegrove Richard Newcombe 3DV 134 858 0 13 Jun 2019
Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines B. Mildenhall Pratul P. Srinivasan Rodrigo Ortiz Cayon N. Kalantari R. Ramamoorthi Ren Ng Abhishek Kar 80 489 0 02 May 2019