3D 视觉 - arXivDaily 专题

2303.13014 2023-03-24 cs.CV 57%

Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection Attention

Fangfu Liu, Chubin Zhang, Yu Zheng, Yueqi Duan

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted by CVPR 2023. Project page: https://liuff19.github.io/S-Ray/

2303.10340 2023-03-21 cs.CV 57%

3D Data Augmentation for Driving Scenes on Camera

Wenwen Tong, Jiangwei Xie, Tianyu Li, Hanming Deng, Xiangwei Geng, Ruoyi Zhou, Dingchen Yang, Bo Dai, Lewei Lu, Hongyang Li

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2303.05835 2023-03-13 cs.CV 57%

You Only Train Once: Multi-Identity Free-Viewpoint Neural Human Rendering from Monocular Videos

Jaehyeok Kim, Dongyoon Wee, Dan Xu

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2303.03003 2023-03-08 cs.CV 57%

Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features

Yuqi Zhang, Guanying Chen, Shuguang Cui

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2211.11505 2023-03-06 cs.CV 57%

Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields

Yue Chen, Xingyu Chen, Xuan Wang, Qi Zhang, Yu Guo, Ying Shan, Fei Wang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted to CVPR 2023

2302.06833 2023-02-15 cs.CV 57%

VQ3D: Learning a 3D-Aware Generative Model on ImageNet

Kyle Sargent, Jing Yu Koh, Han Zhang, Huiwen Chang, Charles Herrmann, Pratul Srinivasan, Jiajun Wu, Deqing Sun

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments 15 pages. For visual results, please visit the project webpage at http://kylesargent.github.io/vq3d

2301.13430 2023-02-01 cs.CV 57%

GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis

Zhenhui Ye, Ziyue Jiang, Yi Ren, Jinglin Liu, JinZheng He, Zhou Zhao

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted by ICLR2023. Project page: https://geneface.github.io/

2301.11280 2023-01-27 cs.CV cs.AI cs.LG 57%

Text-To-4D Dynamic Scene Generation

Uriel Singer, Shelly Sheynin, Adam Polyak, Oron Ashual, Iurii Makarov, Filippos Kokkinos, Naman Goyal, Andrea Vedaldi, Devi Parikh, Justin Johnson, Yaniv Taigman

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2301.00411 2023-01-12 cs.CV 57%

Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields

Boyu Zhang, Wenbo Xu, Zheng Zhu, Guan Huang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2211.15977 2023-01-04 cs.CV 57%

One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation

Shuangkang Fang, Weixin Xu, Heng Wang, Yi Yang, Yufeng Wang, Shuchang Zhou

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted by AAAI2023. Project Page: https://sk-fun.fun/PVD

2211.13762 2022-12-21 cs.CV 57%

ScanNeRF: a Scalable Benchmark for Neural Radiance Fields

Luca De Luigi, Damiano Bolognini, Federico Domeniconi, Daniele De Gregorio, Matteo Poggi, Luigi Di Stefano

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments WACV 2023. The first three authors contributed equally. Project page: https://eyecan-ai.github.io/scannerf/

2212.09330 2022-12-20 cs.CV 57%

StyleTRF: Stylizing Tensorial Radiance Fields

Rahul Goel, Sirikonda Dhawal, Saurabh Saini, P. J. Narayanan

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Accepted at ICVGIP-2022

2212.01602 2022-12-06 cs.CV 57%

StegaNeRF: Embedding Invisible Information within Neural Radiance Fields

Chenxin Li, Brandon Y. Feng, Zhiwen Fan, Panwang Pan, Zhangyang Wang

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Comments Project page: https://xggnet.github.io/StegaNeRF/

2212.00914 2022-12-05 cs.CV 57%

QFF: Quantized Fourier Features for Neural Field Representations

Jae Yong Lee, Yuqun Wu, Chuhang Zou, Shenlong Wang, Derek Hoiem

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

2212.00436 2022-12-02 cs.CV 57%

ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields

Octave Mariotti, Oisin Mac Aodha, Hakan Bilen

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

Journal ref Proceedings of the 33rd British Machine Vision Conference, BMVC 2022

2211.16386 2022-11-30 cs.CV 57%

Compressing Volumetric Radiance Fields to 1 MB

Lingzhi Li, Zhen Shen, Zhongshu Wang, Li Shen, Liefeng Bo

专题命中 NeRF ：NeRF(abstract)；分类 cs.CV

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

1. NeRF 1355 篇

Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection Attention

3D Data Augmentation for Driving Scenes on Camera

You Only Train Once: Multi-Identity Free-Viewpoint Neural Human Rendering from Monocular Videos

Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features

Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields

VQ3D: Learning a 3D-Aware Generative Model on ImageNet

GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis

Text-To-4D Dynamic Scene Generation

Detachable Novel Views Synthesis of Dynamic Scenes Using Distribution-Driven Neural Radiance Fields

One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume Distillation

ScanNeRF: a Scalable Benchmark for Neural Radiance Fields

StyleTRF: Stylizing Tensorial Radiance Fields

StegaNeRF: Embedding Invisible Information within Neural Radiance Fields

QFF: Quantized Fourier Features for Neural Field Representations

ViewNeRF: Unsupervised Viewpoint Estimation Using Category-Level Neural Radiance Fields

Compressing Volumetric Radiance Fields to 1 MB

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