3D 视觉

Estimating 3D Uncertainty Field: Quantifying Uncertainty for Neural Radiance Fields

Jianxiong Shen, Ruijie Ren, Adria Ruiz, Francesc Moreno-Noguer

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

Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis

Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkila

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

Comments Accepted at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Adaptive Shells for Efficient Neural Radiance Field Rendering

Zian Wang, Tianchang Shen, Merlin Nimier-David, Nicholas Sharp, Jun Gao, Alexander Keller, Sanja Fidler, Thomas Müller, Zan Gojcic

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

Comments SIGGRAPH Asia 2023. Project page: research.nvidia.com/labs/toronto-ai/adaptive-shells/

Reconstructing Continuous Light Field From Single Coded Image

Yuya Ishikawa, Keita Takahashi, Chihiro Tsutake, Toshiaki Fujii

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

Journal ref IEEE Access, Volume 11, Pages 99387-99396, 2023

Fast Non-Rigid Radiance Fields from Monocularized Data

Moritz Kappel, Vladislav Golyanik, Susana Castillo, Christian Theobalt, Marcus Magnor

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

Comments 18 pages, 14 figures; project page: https://graphics.tu-bs.de/publications/kappel2022fast

Cross-view Self-localization from Synthesized Scene-graphs

Ryogo Yamamoto, Kanji Tanaka

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

Comments 5 pages, 5 figures, technical report

Nerfbusters: Removing Ghostly Artifacts from Casually Captured NeRFs

Frederik Warburg, Ethan Weber, Matthew Tancik, Aleksander Holynski, Angjoo Kanazawa

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

Comments ICCV 2023, project page: https://ethanweber.me/nerfbusters

Leveraging Neural Radiance Fields for Uncertainty-Aware Visual Localization

Le Chen, Weirong Chen, Rui Wang, Marc Pollefeys

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

Comments 8 pages, 5 figures

A Real-time Method for Inserting Virtual Objects into Neural Radiance Fields

Keyang Ye, Hongzhi Wu, Xin Tong, Kun Zhou

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

Neural Impostor: Editing Neural Radiance Fields with Explicit Shape Manipulation

Ruiyang Liu, Jinxu Xiang, Bowen Zhao, Ran Zhang, Jingyi Yu, Changxi Zheng

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

Comments Accepted at Pacific Graphics 2023 and Computer Graphics Forum

Point-Based Radiance Fields for Controllable Human Motion Synthesis

Haitao Yu, Deheng Zhang, Peiyuan Xie, Tianyi Zhang

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

WaterNeRF: Neural Radiance Fields for Underwater Scenes

Advaith Venkatramanan Sethuraman, Manikandasriram Srinivasan Ramanagopal, Katherine A. Skinner

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

Pose Modulated Avatars from Video

Chunjin Song, Bastian Wandt, Helge Rhodin

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

RecolorNeRF: Layer Decomposed Radiance Fields for Efficient Color Editing of 3D Scenes

Bingchen Gong, Yuehao Wang, Xiaoguang Han, Qi Dou

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

Comments To appear in ACM Multimedia 2023. Project website is accessible at https://sites.google.com/view/recolornerf

SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler Solutions

Nagabhushan Somraj, Adithyan Karanayil, Rajiv Soundararajan

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

Comments SIGGRAPH Asia 2023

DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields

Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy

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

Comments ICCV 2023. Code: https://github.com/junzhezhang/DeformToon3D Project page: https://www.mmlab-ntu.com/project/deformtoon3d/

Efficient Ray Sampling for Radiance Fields Reconstruction

Shilei Sun, Ming Liu, Zhongyi Fan, Yuxue Liu, Chengwei Lv, Liquan Dong, Lingqin Kong

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

Comments 15 pages

Seal-3D: Interactive Pixel-Level Editing for Neural Radiance Fields

Xiangyu Wang, Jingsen Zhu, Qi Ye, Yuchi Huo, Yunlong Ran, Zhihua Zhong, Jiming Chen

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

Comments Accepted by ICCV2023. Project Page: https://windingwind.github.io/seal-3d/ Code: https://github.com/windingwind/seal-3d/

SKED: Sketch-guided Text-based 3D Editing

Aryan Mikaeili, Or Perel, Mehdi Safaee, Daniel Cohen-Or, Ali Mahdavi-Amiri

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

3D-aware Blending with Generative NeRFs

Hyunsu Kim, Gayoung Lee, Yunjey Choi, Jin-Hwa Kim, Jun-Yan Zhu

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

Comments ICCV 2023, Project page: https://blandocs.github.io/blendnerf

Factor Fields: A Unified Framework for Neural Fields and Beyond

Anpei Chen, Zexiang Xu, Xinyue Wei, Siyu Tang, Hao Su, Andreas Geiger

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

Comments 13 pages, 7 figures; Project Page: https://apchenstu.github.io/FactorFields/

Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields

Wenbo Hu, Yuling Wang, Lin Ma, Bangbang Yang, Lin Gao, Xiao Liu, Yuewen Ma

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

Comments Accepted to ICCV 2023 Project page: https://wbhu.github.io/projects/Tri-MipRF

Journal ref ICCV 2023

Envisioning a Next Generation Extended Reality Conferencing System with Efficient Photorealistic Human Rendering

Chuanyue Shen, Letian Zhang, Zhangsihao Yang, Masood Mortazavi, Xiyun Song, Liang Peng, Heather Yu

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

Comments Accepted to CVPR 2023 ECV Workshop

FLNeRF: 3D Facial Landmarks Estimation in Neural Radiance Fields

Hao Zhang, Tianyuan Dai, Yu-Wing Tai, Chi-Keung Tang

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

Comments Hao Zhang and Tianyuan Dai contributed equally. Project website: https://github.com/ZHANG1023/FLNeRF

Floaters No More: Radiance Field Gradient Scaling for Improved Near-Camera Training

Julien Philip, Valentin Deschaintre

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

Comments EGSR 2023

ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field

Yuan Li, Zhi-Hao Lin, David Forsyth, Jia-Bin Huang, Shenlong Wang

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

Comments project page: https://climatenerf.github.io/

Towards Visual Foundational Models of Physical Scenes

Chethan Parameshwara, Alessandro Achille, Matthew Trager, Xiaolong Li, Jiawei Mo, Matthew Trager, Ashwin Swaminathan, CJ Taylor, Dheera Venkatraman, Xiaohan Fei, Stefano Soatto

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

Comments TLDR: Physical scenes are equivalence classes of sufficient statistics, and can be inferred uniquely by any agent measuring the same finite data; We formalize and implement an approach to representation learning that overturns "naive realism" in favor of an analytical approach of Russell and Koenderink. NeRFs cannot capture the physical scenes, but combined with Diffusion Models they can

AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars

Mohit Mendiratta, Xingang Pan, Mohamed Elgharib, Kartik Teotia, Mallikarjun B R, Ayush Tewari, Vladislav Golyanik, Adam Kortylewski, Christian Theobalt

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

Comments 17 pages, 17 figures. Project page: https://vcai.mpi-inf.mpg.de/projects/AvatarStudio/

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions

Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa

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

Comments Project website: https://instruct-nerf2nerf.github.io; v1. Revisions to related work and discussion

SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning

Dongseok Shim, Seungjae Lee, H. Jin Kim

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

Comments ICML 2023. First two authors contributed equally. Order was determined by coin flip