NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes

25 November 2021

Papers citing "NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes"

50 / 124 papers shown

Title
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 99 71 0 01 Dec 2023
PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 65 8 0 19 Sep 2023
NeRFusion: Fusing Radiance Fields for Large-Scale Scene Reconstruction Xiaoshuai Zhang Sai Bi Kalyan Sunkavalli Hao Su Zexiang Xu AI4CE 39 114 0 21 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 91 255 0 07 Mar 2022
Block-NeRF: Scalable Large Scene Neural View Synthesis Matthew Tancik Vincent Casser Xinchen Yan Sabeek Pradhan B. Mildenhall Pratul P. Srinivasan Jonathan T. Barron Henrik Kretzschmar AI4CE 78 813 0 10 Feb 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 277 3,970 0 16 Jan 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 239 1,634 0 09 Dec 2021
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields Dor Verbin Peter Hedman B. Mildenhall Todd E. Zickler Jonathan T. Barron Pratul P. Srinivasan 87 592 0 07 Dec 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Qi Zhang Xuan Wang Jue Wang Pedro Sander 52 183 0 29 Nov 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 140 1,659 0 23 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 144 623 0 22 Nov 2021
Learning 3D Semantic Segmentation with only 2D Image Supervision Kyle Genova Xiaoqi Yin Abhijit Kundu C. Pantofaru Forrester Cole Avneesh Sud B. Brewington B. Shucker Thomas Funkhouser 3DPC 37 81 0 21 Oct 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 65 218 0 03 Sep 2021
Self-Calibrating Neural Radiance Fields Yoonwoo Jeong Seokjun Ahn Chris Choy Anima Anandkumar Minsu Cho Jaesik Park 63 241 0 31 Aug 2021
Differentiable Surface Rendering via Non-Differentiable Sampling Forrester Cole Kyle Genova Avneesh Sud Daniel Vlasic Zhoutong Zhang 3DV 58 43 0 10 Aug 2021
NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination Xiuming Zhang Pratul P. Srinivasan Boyang Deng P. Debevec William T. Freeman Jonathan T. Barron DiffM 57 155 0 03 Jun 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 93 741 0 20 Apr 2021
BARF: Bundle-Adjusting Neural Radiance Fields Chen-Hsuan Lin Wei-Chiu Ma Antonio Torralba Simon Lucey 118 718 0 13 Apr 2021
Neural Articulated Radiance Field Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 3DH AI4CE 51 222 0 07 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 76 498 0 01 Apr 2021
Unconstrained Scene Generation with Locally Conditioned Radiance Fields Terrance Devries Miguel Angel Bautista Nitish Srivastava Graham W. Taylor J. Susskind 75 154 0 01 Apr 2021
NeRF-VAE: A Geometry Aware 3D Scene Generative Model Adam R. Kosiorek Heiko Strathmann Daniel Zoran Pol Moreno R. Schneider Sovna Mokrá Danilo Jimenez Rezende DRL 81 140 0 01 Apr 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild Philipp Henzler Jeremy Reizenstein Patrick Labatut Roman Shapovalov Tobias Ritschel Andrea Vedaldi David Novotny 3DPC 3DV 43 76 0 30 Mar 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 117 413 0 29 Mar 2021
GNeRF: GAN-based Neural Radiance Field without Posed Camera Quan Meng Anpei Chen Haimin Luo Minye Wu Hao Su Lan Xu Xuming He Jingyi Yu 68 201 0 29 Mar 2021
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo Anpei Chen Zexiang Xu Fuqiang Zhao Xiaoshuai Zhang Fanbo Xiang Jingyi Yu Hao Su 96 795 0 29 Mar 2021
Baking Neural Radiance Fields for Real-Time View Synthesis Peter Hedman Pratul P. Srinivasan B. Mildenhall Jonathan T. Barron P. Debevec 102 569 0 26 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 84 1,066 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 49 818 0 25 Mar 2021
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 80 1,945 0 24 Mar 2021
iMAP: Implicit Mapping and Positioning in Real-Time Edgar Sucar Shikun Liu Joseph Ortiz Andrew J. Davison 3DH 103 607 0 23 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 75 637 0 18 Mar 2021
Deep Learning Based 3D Segmentation: A Survey Yong-xing He Hongshan Yu Xiao-Yang Liu Zhengeng Yang Wei Sun Ajmal Mian 3DPC 92 71 0 09 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 73 299 0 04 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 88 786 0 25 Feb 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 66 111 0 17 Feb 2021
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng Ryan Razani E. Taghavi Enxu Li Bingbing Liu 3DPC 169 241 0 08 Feb 2021
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes Towaki Takikawa Joey Litalien K. Yin Karsten Kreis Charles T. Loop Derek Nowrouzezahrai Alec Jacobson M. McGuire Sanja Fidler 3DV 81 517 0 26 Jan 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 264 691 0 31 Dec 2020
STaR: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering Wentao Yuan Zhaoyang Lv Tanner Schmidt S. Lovegrove 39 90 0 22 Dec 2020
Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video E. Tretschk A. Tewari Vladislav Golyanik Michael Zollhöfer Christoph Lassner Christian Theobalt 3DH 158 495 0 22 Dec 2020
INeRF: Inverting Neural Radiance Fields for Pose Estimation Yen-Chen Lin Peter R. Florence Jonathan T. Barron Alberto Rodriguez Phillip Isola Nayeon Lee 105 451 0 10 Dec 2020
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis Pratul P. Srinivasan Boyang Deng Xiuming Zhang Matthew Tancik B. Mildenhall Jonathan T. Barron 70 599 0 07 Dec 2020
NeRD: Neural Reflectance Decomposition from Image Collections Mark Boss Raphael Braun Varun Jampani Jonathan T. Barron Ce Liu Hendrik P. A. Lensch 64 512 0 07 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 156 1,723 0 03 Dec 2020
AutoInt: Automatic Integration for Fast Neural Volume Rendering David B. Lindell Julien N. P. Martel Gordon Wetzstein 62 267 0 03 Dec 2020
DeRF: Decomposed Radiance Fields Daniel Rebain Wei Jiang S. Yazdani Ke Li K. M. Yi Andrea Tagliasacchi 78 204 0 25 Nov 2020
GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields Michael Niemeyer Andreas Geiger OCL 138 958 0 24 Nov 2020
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Yuexin Ma Wei Li Hongsheng Li Dahua Lin 3DPC 59 536 0 19 Nov 2020
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections Ricardo Martín Brualla Noha Radwan Mehdi S. M. Sajjadi Jonathan T. Barron Alexey Dosovitskiy Daniel Duckworth 110 1,476 0 05 Aug 2020