3D 视觉 - arXivDaily 专题

2208.07903 2022-10-20 cs.CV 57%

Casual Indoor HDR Radiance Capture from Omnidirectional Images

Pulkit Gera, Mohammad Reza Karimi Dastjerdi, Charles Renaud, P. J. Narayanan, Jean-François Lalonde

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments BMVC 2022

2210.10036 2022-10-19 cs.CV 57%

ARAH: Animatable Volume Rendering of Articulated Human SDFs

Shaofei Wang, Katja Schwarz, Andreas Geiger, Siyu Tang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted to ECCV 2022. Project page: https://neuralbodies.github.io/arah/

2210.04888 2022-10-11 cs.CV 57%

EVA3D: Compositional 3D Human Generation from 2D Image Collections

Fangzhou Hong, Zhaoxi Chen, Yushi Lan, Liang Pan, Ziwei Liu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Project Page at https://hongfz16.github.io/projects/EVA3D.html

2210.04553 2022-10-11 cs.CV 57%

SiNeRF: Sinusoidal Neural Radiance Fields for Joint Pose Estimation and Scene Reconstruction

Yitong Xia, Hao Tang, Radu Timofte, Luc Van Gool

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted yet not published by BMVC2022

2210.04233 2022-10-11 cs.CV 57%

Robustifying the Multi-Scale Representation of Neural Radiance Fields

Nishant Jain, Suryansh Kumar, Luc Van Gool

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted for publication at British Machine Vision Conference (BMVC) 2022. Draft info: 13 pages, 3 Figures, and 4 Tables

2210.04217 2022-10-11 cs.CV 57%

Estimating Neural Reflectance Field from Radiance Field using Tree Structures

Xiu Li, Xiao Li, Yan Lu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2210.04127 2022-10-11 cs.CV 57%

Towards Efficient Neural Scene Graphs by Learning Consistency Fields

Yeji Song, Chaerin Kong, Seoyoung Lee, Nojun Kwak, Joonseok Lee

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments BMVC 2022, 22 pages

2210.03895 2022-10-11 cs.CV cs.AI cs.CR cs.LG stat.ML 57%

ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints

Yinpeng Dong, Shouwei Ruan, Hang Su, Caixin Kang, Xingxing Wei, Jun Zhu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments NeurIPS 2022

2204.10516 2022-10-10 cs.RO 57%

Implicit Object Mapping With Noisy Data

Jad Abou-Chakra, Feras Dayoub, Niko Sünderhauf

专题命中 NeRF ：NeRF(abstract)；分类 cs.RO

2204.02585 2022-10-10 cs.CV 57%

SqueezeNeRF: Further factorized FastNeRF for memory-efficient inference

Krishna Wadhwani, Tamaki Kojima

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 9 pages, 3 figures, 5 tables. Presented in the "5th Efficient Deep Learning for Computer Vision" CVPR 2022 Workshop"

2209.14265 2022-10-04 cs.CV 57%

360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance

Shreyas Kulkarni, Peng Yin, Sebastian Scherer

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 8 pages, Fig 3, Submitted to IEEE RAL. arXiv admin note: text overlap with arXiv:2106.10859, arXiv:2104.00677, arXiv:2203.09957, arXiv:2204.00928 by other authors

2208.05963 2022-10-04 cs.CV cs.LG 57%

RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild

Jason Y. Zhang, Deva Ramanan, Shubham Tulsiani

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments In ECCV 2022. V2: updated references

2209.14988 2022-09-30 cs.CV cs.LG stat.ML 57%

DreamFusion: Text-to-3D using 2D Diffusion

Ben Poole, Ajay Jain, Jonathan T. Barron, Ben Mildenhall

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments see project page at https://dreamfusion3d.github.io/

2203.12575 2022-09-23 cs.CV 57%

NeuMan: Neural Human Radiance Field from a Single Video

Wei Jiang, Kwang Moo Yi, Golnoosh Samei, Oncel Tuzel, Anurag Ranjan

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2208.05751 2022-09-14 cs.CV 57%

FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing

Jingbo Zhang, Xiaoyu Li, Ziyu Wan, Can Wang, Jing Liao

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted at SIGGRAPH Asia 2022. Project page: https://fdnerf.github.io

2209.04183 2022-09-12 cs.CV 57%

Generative Deformable Radiance Fields for Disentangled Image Synthesis of Topology-Varying Objects

Ziyu Wang, Yu Deng, Jiaolong Yang, Jingyi Yu, Xin Tong

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted at Pacific Graphics 2022 & COMPUTER GRAPHICS Forum, Project Page: https://ziyuwang98.github.io/GDRF/

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/

1. NeRF 1355 篇

Casual Indoor HDR Radiance Capture from Omnidirectional Images

ARAH: Animatable Volume Rendering of Articulated Human SDFs

EVA3D: Compositional 3D Human Generation from 2D Image Collections

SiNeRF: Sinusoidal Neural Radiance Fields for Joint Pose Estimation and Scene Reconstruction

Robustifying the Multi-Scale Representation of Neural Radiance Fields

Estimating Neural Reflectance Field from Radiance Field using Tree Structures

Towards Efficient Neural Scene Graphs by Learning Consistency Fields

ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints

Implicit Object Mapping With Noisy Data

SqueezeNeRF: Further factorized FastNeRF for memory-efficient inference

360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance

RelPose: Predicting Probabilistic Relative Rotation for Single Objects in the Wild

DreamFusion: Text-to-3D using 2D Diffusion

NeuMan: Neural Human Radiance Field from a Single Video

FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing

Generative Deformable Radiance Fields for Disentangled Image Synthesis of Topology-Varying Objects

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