3D 视觉 - arXivDaily 专题

2207.01583 2022-09-05 cs.CV 57%

LaTeRF: Label and Text Driven Object Radiance Fields

Ashkan Mirzaei, Yash Kant, Jonathan Kelly, Igor Gilitschenski

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Journal ref European Conference on Computer Vision (ECCV) 2022

2209.00648 2022-09-02 cs.CV 57%

Cross-Spectral Neural Radiance Fields

Matteo Poggi, Pierluigi Zama Ramirez, Fabio Tosi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 3DV 2022. Project page: https://cvlab-unibo.github.io/xnerf-web/

2112.10203 2022-09-02 cs.CV 57%

HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars

Tao Hu, Tao Yu, Zerong Zheng, He Zhang, Yebin Liu, Matthias Zwicker

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted to 3DV 2022. See more results at https://www.cs.umd.edu/~taohu/hvtr/ Demo: https://www.youtube.com/watch?v=LE0-YpbLlkY

2112.08867 2022-08-24 cs.CV 57%

GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation

Yu Deng, Jiaolong Yang, Jianfeng Xiang, Xin Tong

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments CVPR2022 Oral. Project page: https://yudeng.github.io/GRAM/

2204.01943 2022-08-23 cs.CV 57%

Unified Implicit Neural Stylization

Zhiwen Fan, Yifan Jiang, Peihao Wang, Xinyu Gong, Dejia Xu, Zhangyang Wang

专题命中 NeRF ：novel view synthesis(abstract)；分类 cs.CV

2208.08728 2022-08-19 cs.CV 57%

Neural Capture of Animatable 3D Human from Monocular Video

Gusi Te, Xiu Li, Xiao Li, Jinglu Wang, Wei Hu, Yan Lu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments ECCV 2022

2204.00928 2022-08-15 cs.CV 57%

SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image

Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Project page: https://vita-group.github.io/SinNeRF/

2203.05189 2022-08-11 cs.CV 57%

NeRFocus: Neural Radiance Field for 3D Synthetic Defocus

Yinhuai Wang, Shuzhou Yang, Yujie Hu, Jian Zhang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2112.04812 2022-08-01 cs.RO 57%

Deep Visual Constraints: Neural Implicit Models for Manipulation Planning from Visual Input

Jung-Su Ha, Danny Driess, Marc Toussaint

专题命中 NeRF ：NeRF(abstract)；分类 cs.RO

Comments IEEE Robotics and Automation Letters (RA-L) 2022

2207.11770 2022-07-26 cs.CV 57%

Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis

Shuai Shen, Wanhua Li, Zheng Zhu, Yueqi Duan, Jie Zhou, Jiwen Lu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted by ECCV 2022. Project page: https://sstzal.github.io/DFRF/

2207.05009 2022-07-12 cs.GR cs.AI 57%

A Learned Radiance-Field Representation for Complex Luminaires

Jorge Condor, Adrián Jarabo

专题命中 NeRF ：NeRF(abstract)；分类 cs.GR

Comments 10 pages, 7 figures. Eurographics Proceedings (EGSR 2022, Symposium-only track) (https://diglib.eg.org/handle/10.2312/sr20221155)

Journal ref Proceedings of the Eurographics Symposium on Rendering (2022), The Eurographics Association

2103.12716 2022-07-06 cs.CV 57%

UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution

Xingqian Xu, Zhangyang Wang, Humphrey Shi

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2206.05085 2022-07-05 cs.GR 57%

Improved Direct Voxel Grid Optimization for Radiance Fields Reconstruction

Cheng Sun, Min Sun, Hwann-Tzong Chen

专题命中 NeRF ：NeRF(abstract)；分类 cs.GR

Comments Project page https://sunset1995.github.io/dvgo/ ; Code https://github.com/sunset1995/DirectVoxGO ; Results updated

2206.06360 2022-06-14 cs.CV 57%

ARF: Artistic Radiance Fields

Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely

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

Comments Project page: https://www.cs.cornell.edu/projects/arf/

2206.04669 2022-06-10 cs.CV 57%

Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields

Mingtong Zhang, Shuhong Zheng, Zhipeng Bao, Martial Hebert, Yu-Xiong Wang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2206.00878 2022-06-03 cs.CV 57%

EfficientNeRF: Efficient Neural Radiance Fields

Tao Hu, Shu Liu, Yilun Chen, Tiancheng Shen, Jiaya Jia

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2111.10427 2022-05-19 cs.CV 57%

DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering

Liwen Wu, Jae Yong Lee, Anand Bhattad, Yuxiong Wang, David Forsyth

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2205.05922 2022-05-13 cs.CV 57%

Ray Priors through Reprojection: Improving Neural Radiance Fields for Novel View Extrapolation

Jian Zhang, Yuanqing Zhang, Huan Fu, Xiaowei Zhou, Bowen Cai, Jinchi Huang, Rongfei Jia, Binqiang Zhao, Xing Tang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2112.01523 2022-05-11 cs.CV 57%

Learning Neural Light Fields with Ray-Space Embedding Networks

Benjamin Attal, Jia-Bin Huang, Michael Zollhoefer, Johannes Kopf, Changil Kim

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments CVPR 2022 camera ready revision. Major changes include: 1. Additional comparison to NeX on Stanford, RealFF, Shiny datasets 2. Experiment on 360 degree lego bulldozer scene in the appendix, using Pluecker parameterization 3. Moving student-teacher results to the appendix 4. Clarity edits -- in particular, making it clear that our Stanford evaluation *does not* use subdivision

2111.09996 2022-04-27 cs.CV 57%

LOLNeRF: Learn from One Look

Daniel Rebain, Mark Matthews, Kwang Moo Yi, Dmitry Lagun, Andrea Tagliasacchi

专题命中 NeRF ：novel view synthesis(abstract)；分类 cs.CV

Comments See https://lolnerf.github.io for additional results

2112.10759 2022-04-19 cs.CV 57%

3D-aware Image Synthesis via Learning Structural and Textural Representations

Yinghao Xu, Sida Peng, Ceyuan Yang, Yujun Shen, Bolei Zhou

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments CVPR 2022 camera-ready, Project page: https://genforce.github.io/volumegan/

2204.05735 2022-04-13 cs.CV 57%

GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation

Shin-Fang Chng, Sameera Ramasinghe, Jamie Sherrah, Simon Lucey

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Project page: https://sfchng.github.io/garf/

2202.01020 2022-04-11 eess.IV cs.CV 57%

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray

Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum, Chris G. Willcocks

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

Comments 6 pages, 4 figures, accepted at IEEE EMBC 2022

2204.03593 2022-04-08 cs.CV 57%

AutoRF: Learning 3D Object Radiance Fields from Single View Observations

Norman Müller, Andrea Simonelli, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder

专题命中 NeRF ：novel view synthesis(abstract)；分类 cs.CV

Comments CVPR 2022. Project page: https://sirwyver.github.io/AutoRF/

2203.15798 2022-03-30 cs.CV 57%

DRaCoN -- Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars

Amit Raj, Umar Iqbal, Koki Nagano, Sameh Khamis, Pavlo Molchanov, James Hays, Jan Kautz

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Project page at https://dracon-avatars.github.io/

2107.07905 2022-03-17 cs.CV cs.AI 57%

Unsupervised Discovery of Object Radiance Fields

Hong-Xing Yu, Leonidas J. Guibas, Jiajun Wu

专题命中 NeRF ：novel view synthesis(abstract)；分类 cs.CV

Comments ICLR 2022. Project page: https://kovenyu.com/uorf/

2203.06457 2022-03-15 cs.CV 57%

3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations

Minsoo Lee, Chaeyeon Chung, Hojun Cho, Minjung Kim, Sanghun Jung, Jaegul Choo, Minhyuk Sung

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2110.00168 2022-01-05 cs.RO 57%

Vision-Only Robot Navigation in a Neural Radiance World

Michal Adamkiewicz, Timothy Chen, Adam Caccavale, Rachel Gardner, Preston Culbertson, Jeannette Bohg, Mac Schwager

专题命中 NeRF ：NeRF(abstract)；分类 cs.RO

2112.09061 2021-12-17 cs.CV cs.AI cs.LG 57%

Solving Inverse Problems with NerfGANs

Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 16 pages, 18 figures

2112.05598 2021-12-13 cs.CV 57%

PERF: Performant, Explicit Radiance Fields

Sverker Rasmuson, Erik Sintorn, Ulf Assarsson

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

1. NeRF 1355 篇

LaTeRF: Label and Text Driven Object Radiance Fields

Cross-Spectral Neural Radiance Fields

HVTR: Hybrid Volumetric-Textural Rendering for Human Avatars

GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation

Unified Implicit Neural Stylization

Neural Capture of Animatable 3D Human from Monocular Video

SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image

NeRFocus: Neural Radiance Field for 3D Synthetic Defocus

Deep Visual Constraints: Neural Implicit Models for Manipulation Planning from Visual Input

Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis

A Learned Radiance-Field Representation for Complex Luminaires

UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution

Improved Direct Voxel Grid Optimization for Radiance Fields Reconstruction

ARF: Artistic Radiance Fields

Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields

EfficientNeRF: Efficient Neural Radiance Fields

DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume Rendering

Ray Priors through Reprojection: Improving Neural Radiance Fields for Novel View Extrapolation

Learning Neural Light Fields with Ray-Space Embedding Networks

LOLNeRF: Learn from One Look

3D-aware Image Synthesis via Learning Structural and Textural Representations

GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray

AutoRF: Learning 3D Object Radiance Fields from Single View Observations

DRaCoN -- Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars

Unsupervised Discovery of Object Radiance Fields

3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations

Vision-Only Robot Navigation in a Neural Radiance World

Solving Inverse Problems with NerfGANs

PERF: Performant, Explicit Radiance Fields