3D 视觉 - arXivDaily 专题

2203.09517 2022-11-30 cs.CV 57%

TensoRF: Tensorial Radiance Fields

Anpei Chen, Zexiang Xu, Andreas Geiger, Jingyi Yu, Hao Su

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Project Page: https://apchenstu.github.io/TensoRF/

2112.01517 2022-11-29 cs.CV 57%

Efficient Neural Radiance Fields for Interactive Free-viewpoint Video

Haotong Lin, Sida Peng, Zhen Xu, Yunzhi Yan, Qing Shuai, Hujun Bao, Xiaowei Zhou

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

Comments SIGGRAPH Asia 2022; Project page: https://zju3dv.github.io/enerf/

2211.13994 2022-11-28 cs.CV 57%

Dynamic Neural Portraits

Michail Christos Doukas, Stylianos Ploumpis, Stefanos Zafeiriou

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023

2211.12758 2022-11-24 cs.CV 57%

PANeRF: Pseudo-view Augmentation for Improved Neural Radiance Fields Based on Few-shot Inputs

Young Chun Ahn, Seokhwan Jang, Sungheon Park, Ji-Yeon Kim, Nahyup Kang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2211.12368 2022-11-23 cs.CV 57%

Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition

Jiaxiang Tang, Kaisiyuan Wang, Hang Zhou, Xiaokang Chen, Dongliang He, Tianshu Hu, Jingtuo Liu, Gang Zeng, Jingdong Wang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Project page: https://me.kiui.moe/radnerf/

2211.09682 2022-11-18 cs.CV 57%

AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training

Yifan Jiang, Peter Hedman, Ben Mildenhall, Dejia Xu, Jonathan T. Barron, Zhangyang Wang, Tianfan Xue

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2211.08610 2022-11-17 cs.CV 57%

CoNFies: Controllable Neural Face Avatars

Heng Yu, Koichiro Niinuma, Laszlo A. Jeni

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments accepted by FG2023

2211.06583 2022-11-15 cs.CV cs.LG 57%

3D-Aware Encoding for Style-based Neural Radiance Fields

Yu-Jhe Li, Tao Xu, Bichen Wu, Ningyuan Zheng, Xiaoliang Dai, Albert Pumarola, Peizhao Zhang, Peter Vajda, Kris Kitani

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 21 pages (under review)

2210.12731 2022-11-08 eess.IV cs.CV 57%

Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field

Qing Wu, Xin Li, Hongjiang Wei, Jingyi Yu, Yuyao Zhang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 5 pages

2203.15587 2022-11-08 cs.CV 57%

RGB-D Neural Radiance Fields: Local Sampling for Faster Training

Arnab Dey, Andrew I. Comport

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2210.17415 2022-11-01 cs.CV cs.LG 57%

ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images

Matthew D. Hoffman, Tuan Anh Le, Pavel Sountsov, Christopher Suter, Ben Lee, Vikash K. Mansinghka, Rif A. Saurous

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 18 pages, 18 figures, 1 table; submitted to the 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023)

2210.14831 2022-10-27 cs.CV 57%

Streaming Radiance Fields for 3D Video Synthesis

Lingzhi Li, Zhen Shen, Zhongshu Wang, Li Shen, Ping Tan

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

Comments Accepted at NeurIPS 2022

2210.12268 2022-10-25 cs.CV cs.AI 57%

An Exploration of Neural Radiance Field Scene Reconstruction: Synthetic, Real-world and Dynamic Scenes

Benedict Quartey, Tuluhan Akbulut, Wasiwasi Mgonzo, Zheng Xin Yong

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2210.00489 2022-10-20 cs.CV 57%

Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation

Xinhang Liu, Jiaben Chen, Huai Yu, Yu-Wing Tai, Chi-Keung Tang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 23 pages, 14 figures, NeurIPS 2022

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/

1. NeRF 1355 篇

TensoRF: Tensorial Radiance Fields

Efficient Neural Radiance Fields for Interactive Free-viewpoint Video

Dynamic Neural Portraits

PANeRF: Pseudo-view Augmentation for Improved Neural Radiance Fields Based on Few-shot Inputs

Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition

AligNeRF: High-Fidelity Neural Radiance Fields via Alignment-Aware Training

CoNFies: Controllable Neural Face Avatars

3D-Aware Encoding for Style-based Neural Radiance Fields

Joint Rigid Motion Correction and Sparse-View CT via Self-Calibrating Neural Field

RGB-D Neural Radiance Fields: Local Sampling for Faster Training

ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images

Streaming Radiance Fields for 3D Video Synthesis

An Exploration of Neural Radiance Field Scene Reconstruction: Synthetic, Real-world and Dynamic Scenes

Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation

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