3D 视觉 - arXivDaily 专题

2207.06793 2022-07-15 cs.CV cs.GR 62%

Neural apparent BRDF fields for multiview photometric stereo

Meghna Asthana, William A. P. Smith, Patrik Huber

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments 9 pages, 6 figures, 1 table

2206.01634 2022-06-06 cs.LG cs.CV cs.RO 62%

Reinforcement Learning with Neural Radiance Fields

Danny Driess, Ingmar Schubert, Pete Florence, Yunzhu Li, Marc Toussaint

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.RO

2205.14929 2022-05-31 cs.CV cs.AI cs.GR cs.LG 62%

Neural Volumetric Object Selection

Zhongzheng Ren, Aseem Agarwala, Bryan Russell, Alexander G. Schwing, Oliver Wang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments CVPR 2022 camera ready

2112.02789 2022-03-28 cs.CV cs.GR 62%

HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs

Fuqiang Zhao, Wei Yang, Jiakai Zhang, Pei Lin, Yingliang Zhang, Jingyi Yu, Lan Xu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments https://zhaofuq.github.io/humannerf/

2203.03570 2022-03-08 cs.CV cs.GR cs.LG 62%

Kubric: A scalable dataset generator

Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam Laradji, Hsueh-Ti, Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Oztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments 21 pages, CVPR2022

2202.08614 2022-02-23 cs.CV cs.GR 62%

Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-time

Liao Wang, Jiakai Zhang, Xinhang Liu, Fuqiang Zhao, Yanshun Zhang, Yingliang Zhang, Minye Wu, Lan Xu, Jingyi Yu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments Project page: https://aoliao12138.github.io/FPO/

2111.15552 2021-12-01 cs.CV cs.GR 62%

NeuSample: Neural Sample Field for Efficient View Synthesis

Jiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang, Wenyu Liu, Qi Tian

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments Project page: https://jaminfong.cn/neusample/

2109.07448 2021-09-16 cs.CV cs.GR 62%

Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering

Youngjoong Kwon, Dahun Kim, Duygu Ceylan, Henry Fuchs

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

2106.13228 2021-09-13 cs.CV cs.GR 62%

HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields

Keunhong Park, Utkarsh Sinha, Peter Hedman, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Ricardo Martin-Brualla, Steven M. Seitz

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments SIGGRAPH Asia 2021, Project page: https://hypernerf.github.io/

2011.12948 2021-09-13 cs.CV cs.GR 62%

Nerfies: Deformable Neural Radiance Fields

Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, Ricardo Martin-Brualla

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments ICCV 2021, Project page with videos: https://nerfies.github.io/

2109.01750 2021-09-07 cs.GR cs.CV cs.LG 62%

CodeNeRF: Disentangled Neural Radiance Fields for Object Categories

Wonbong Jang, Lourdes Agapito

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments 10 pages, 15 figures, ICCV 2021

2103.14024 2021-08-18 cs.CV cs.GR 62%

PlenOctrees for Real-time Rendering of Neural Radiance Fields

Alex Yu, Ruilong Li, Matthew Tancik, Hao Li, Ren Ng, Angjoo Kanazawa

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments ICCV 2021 (Oral)

2012.05877 2021-08-11 cs.CV cs.RO 62%

INeRF: Inverting Neural Radiance Fields for Pose Estimation

Lin Yen-Chen, Pete Florence, Jonathan T. Barron, Alberto Rodriguez, Phillip Isola, Tsung-Yi Lin

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.RO

Comments IROS 2021, Website: http://yenchenlin.me/inerf/

2103.03231 2021-06-30 cs.CV cs.GR 62%

DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks

Thomas Neff, Pascal Stadlbauer, Mathias Parger, Andreas Kurz, Joerg H. Mueller, Chakravarty R. Alla Chaitanya, Anton Kaplanyan, Markus Steinberger

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments Accepted to EGSR 2021 in the CGF track; Project website: https://depthoraclenerf.github.io/

Journal ref Computer Graphics Forum Volume 40, Issue 4, 2021

2105.06466 2021-06-07 cs.CV cs.GR cs.LG 62%

Editing Conditional Radiance Fields

Steven Liu, Xiuming Zhang, Zhoutong Zhang, Richard Zhang, Jun-Yan Zhu, Bryan Russell

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments Code: https://github.com/stevliu/editnerf Website: http://editnerf.csail.mit.edu/, v2 updated figure 8 and included additional details

2104.14786 2021-05-03 cs.CV cs.GR 62%

Editable Free-viewpoint Video Using a Layered Neural Representation

Jiakai Zhang, Xinhang Liu, Xinyi Ye, Fuqiang Zhao, Yanshun Zhang, Minye Wu, Yingliang Zhang, Lan Xu, Jingyi Yu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

2007.11571 2021-01-08 cs.CV cs.GR cs.LG 62%

Neural Sparse Voxel Fields

Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments 20 pages, in progress

2012.09955 2020-12-21 cs.CV cs.GR 62%

Learning Compositional Radiance Fields of Dynamic Human Heads

Ziyan Wang, Timur Bagautdinov, Stephen Lombardi, Tomas Simon, Jason Saragih, Jessica Hodgins, Michael Zollhöfer

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

2012.08503 2020-12-16 cs.CV cs.GR 62%

Object-Centric Neural Scene Rendering

Michelle Guo, Alireza Fathi, Jiajun Wu, Thomas Funkhouser

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

Comments Summary Video: https://youtu.be/NtR7xgxSL1U Project Webpage: https://shellguo.com/osf

2011.12490 2020-11-26 cs.CV cs.GR 62%

DeRF: Decomposed Radiance Fields

Daniel Rebain, Wei Jiang, Soroosh Yazdani, Ke Li, Kwang Moo Yi, Andrea Tagliasacchi

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV、cs.GR

2408.06190 2024-09-27 cs.CV 61%

FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework

Lukas Meyer, Andreas Gilson, Ute Schmid, Marc Stamminger

专题命中 NeRF ：point cloud(abstract)；分类 cs.CV；NeRF(comments)

Comments Project Page: https://meyerls.github.io/fruit_nerf/

2309.04750 2024-05-17 cs.CV 61%

Mirror-Aware Neural Humans

Daniel Ajisafe, James Tang, Shih-Yang Su, Bastian Wandt, Helge Rhodin

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV；3D vision(comments)

Comments The 11th International Conference on 3D Vision (3DV 2024). Project website: https://danielajisafe.github.io/mirror-aware-neural-humans/

2307.09323 2023-08-25 cs.CV 61%

Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis

Jiahe Li, Jiawei Zhang, Xiao Bai, Jun Zhou, Lin Gu

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments Accepted by ICCV 2023. Project page: https://fictionarry.github.io/ER-NeRF/

2112.05504 2023-05-10 cs.CV cs.AI 61%

BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

Yuanbo Xiangli, Linning Xu, Xingang Pan, Nanxuan Zhao, Anyi Rao, Christian Theobalt, Bo Dai, Dahua Lin

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments Accepted to ECCV22; Previous version: CityNeRF: Building NeRF at City Scale; Project page can be found in https://city-super.github.io/citynerf

2203.08133 2023-05-05 cs.CV 61%

Animatable Implicit Neural Representations for Creating Realistic Avatars from Videos

Sida Peng, Zhen Xu, Junting Dong, Qianqian Wang, Shangzhan Zhang, Qing Shuai, Hujun Bao, Xiaowei Zhou

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments Project page: https://zju3dv.github.io/animatable_nerf/. arXiv admin note: substantial text overlap with arXiv:2105.02872

2303.09554 2023-03-22 cs.CV 61%

PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision

Konstantinos Tertikas, Despoina Paschalidou, Boxiao Pan, Jeong Joon Park, Mikaela Angelina Uy, Ioannis Emiris, Yannis Avrithis, Leonidas Guibas

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments To appear in CVPR 2023, Project Page: https://ktertikas.github.io/part_nerf

2201.01683 2022-04-05 cs.CV 61%

Surface-Aligned Neural Radiance Fields for Controllable 3D Human Synthesis

Tianhan Xu, Yasuhiro Fujita, Eiichi Matsumoto

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments CVPR 2022. Project page: https://pfnet-research.github.io/surface-aligned-nerf/

2110.09788 2021-10-20 cs.CV eess.IV 61%

CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis

Peng Zhou, Lingxi Xie, Bingbing Ni, Qi Tian

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments 3D-aware GANs based on NeRF, https://github.com/PeterouZh/CIPS-3D

2110.08985 2021-10-19 cs.CV stat.ML 61%

StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis

Jiatao Gu, Lingjie Liu, Peng Wang, Christian Theobalt

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments 24 pages, 19 figures. Project page: http://jiataogu.me/style_nerf/

2105.02872 2021-10-08 cs.CV 61%

Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies

Sida Peng, Junting Dong, Qianqian Wang, Shangzhan Zhang, Qing Shuai, Xiaowei Zhou, Hujun Bao

专题命中 NeRF ：NeRF(abstract,comments)；分类 cs.CV

Comments Accepted to ICCV 2021. The first two authors contributed equally to this paper. Project page: https://zju3dv.github.io/animatable_nerf/

1. NeRF 1355 篇

Neural apparent BRDF fields for multiview photometric stereo

Reinforcement Learning with Neural Radiance Fields

Neural Volumetric Object Selection

HumanNeRF: Efficiently Generated Human Radiance Field from Sparse Inputs

Kubric: A scalable dataset generator

Fourier PlenOctrees for Dynamic Radiance Field Rendering in Real-time

NeuSample: Neural Sample Field for Efficient View Synthesis

Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering

HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields

Nerfies: Deformable Neural Radiance Fields

CodeNeRF: Disentangled Neural Radiance Fields for Object Categories

PlenOctrees for Real-time Rendering of Neural Radiance Fields

INeRF: Inverting Neural Radiance Fields for Pose Estimation

DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks

Editing Conditional Radiance Fields

Editable Free-viewpoint Video Using a Layered Neural Representation

Neural Sparse Voxel Fields

Learning Compositional Radiance Fields of Dynamic Human Heads

Object-Centric Neural Scene Rendering

DeRF: Decomposed Radiance Fields

FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework

Mirror-Aware Neural Humans

Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis

BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

Animatable Implicit Neural Representations for Creating Realistic Avatars from Videos

PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision

Surface-Aligned Neural Radiance Fields for Controllable 3D Human Synthesis

CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis

StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis

Animatable Neural Radiance Fields for Modeling Dynamic Human Bodies