NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes

NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes

19 September 2022

Papers citing "NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes"

16 / 16 papers shown

Title
Feature4X: Bridging Any Monocular Video to 4D Agentic AI with Versatile Gaussian Feature Fields Shijie Zhou Hui Ren Yijia Weng Shuwang Zhang Zhen Wang ... Zhiwen Fan Suya You Z. Wang Leonidas J. Guibas A. Kadambi VGen 3DGS 77 0 0 26 Mar 2025
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation Xiaoyun Zheng Liwei Liao Jianbo Jiao Feng Gao Ronggang Wang 67 4 0 20 Jan 2025
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 81 3 0 12 Feb 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 8 160 0 06 Dec 2023
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 35 66 0 01 Dec 2023
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation Zhiqin Chen Qimin Chen Hang Zhou Hao Zhang 3DPC 3DV 8 2 0 22 Nov 2023
ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces Qianyi Wu Kai Wang Kejie Li Jianmin Zheng Jianfei Cai AI4CE 10 27 0 15 Aug 2023
Interactive Segment Anything NeRF with Feature Imitation Xiaokang Chen Jiaxiang Tang Diwen Wan Jingbo Wang Gang Zeng 16 22 0 25 May 2023
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation Xinhang Liu Jiaben Chen Huai Yu Yu-Wing Tai Chi-Keung Tang 76 27 0 02 Oct 2022
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations Vadim Tschernezki Iro Laina Diane Larlus Andrea Vedaldi 165 184 0 07 Sep 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 156 326 0 31 May 2022
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 159 195 0 29 Sep 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
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 175 247 0 11 Feb 2021
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 177 1,234 0 22 Jul 2020
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 159 148 0 15 Oct 2019