3D 视觉

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

HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion

Mustafa Işık, Martin Rünz, Markos Georgopoulos, Taras Khakhulin, Jonathan Starck, Lourdes Agapito, Matthias Nießner

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

Comments Project webpage: https://synthesiaresearch.github.io/humanrf Dataset webpage: https://www.actors-hq.com/ Video: https://www.youtube.com/watch?v=OTnhiLLE7io Code: https://github.com/synthesiaresearch/humanrf

Semantic-aware Generation of Multi-view Portrait Drawings

Biao Ma, Fei Gao, Chang Jiang, Nannan Wang, Gang Xu

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

Comments Accepted by IJCAI 2023

NeAI: A Pre-convoluted Representation for Plug-and-Play Neural Ambient Illumination

Yiyu Zhuang, Qi Zhang, Xuan Wang, Hao Zhu, Ying Feng, Xiaoyu Li, Ying Shan, Xun Cao

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

Comments Project page: <a class="link-external link-https" href="https://yiyuzhuang.github.io/NeAI/" rel="external noopener nofollow">https://yiyuzhuang.github.io/NeAI/</a>

MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field

Kaizhi Yang, Xiaoshuai Zhang, Zhiao Huang, Xuejin Chen, Zexiang Xu, Hao Su

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

Comments Project Page: https://silenkzyoung.github.io/MovingParts-WebPage/

MonoHuman: Animatable Human Neural Field from Monocular Video

Zhengming Yu, Wei Cheng, Xian Liu, Wayne Wu, Kwan-Yee Lin

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

Comments 15 pages, 14 figures. Accepted to CVPR 2023. Project page: https://yzmblog.github.io/projects/MonoHuman/

Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields

Yuedong Chen, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

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

Comments ECCV2022, Code: https://github.com/donydchen/sem2nerf Project Page: https://donydchen.github.io/sem2nerf/

JAWS: Just A Wild Shot for Cinematic Transfer in Neural Radiance Fields

Xi Wang, Robin Courant, Jinglei Shi, Eric Marchand, Marc Christie

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

Comments CVPR 2023. Project page with videos and code: http://www.lix.polytechnique.fr/vista/projects/2023_cvpr_wang

SUDS: Scalable Urban Dynamic Scenes

Haithem Turki, Jason Y. Zhang, Francesco Ferroni, Deva Ramanan

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

Comments CVPR 2023 Project page: https://haithemturki.com/suds/

Magic3D: High-Resolution Text-to-3D Content Creation

Chen-Hsuan Lin, Jun Gao, Luming Tang, Towaki Takikawa, Xiaohui Zeng, Xun Huang, Karsten Kreis, Sanja Fidler, Ming-Yu Liu, Tsung-Yi Lin

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

Comments Accepted to CVPR 2023 as highlight. Project website: https://research.nvidia.com/labs/dir/magic3d

ParticleNeRF: A Particle-Based Encoding for Online Neural Radiance Fields

Jad Abou-Chakra, Feras Dayoub, Niko Sünderhauf

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

Masked Wavelet Representation for Compact Neural Radiance Fields

Daniel Rho, Byeonghyeon Lee, Seungtae Nam, Joo Chan Lee, Jong Hwan Ko, Eunbyung Park

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

Comments Accepted to CVPR 2023

LERF: Language Embedded Radiance Fields

Justin Kerr, Chung Min Kim, Ken Goldberg, Angjoo Kanazawa, Matthew Tancik

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

Comments Project website can be found at https://lerf.io

Re-ReND: Real-time Rendering of NeRFs across Devices

Sara Rojas, Jesus Zarzar, Juan Camilo Perez, Artsiom Sanakoyeu, Ali Thabet, Albert Pumarola, Bernard Ghanem

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

Parallel Inversion of Neural Radiance Fields for Robust Pose Estimation

Yunzhi Lin, Thomas Müller, Jonathan Tremblay, Bowen Wen, Stephen Tyree, Alex Evans, Patricio A. Vela, Stan Birchfield

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

Comments ICRA 2023. Project page at https://pnerfp.github.io/

Learning Neural Volumetric Representations of Dynamic Humans in Minutes

Chen Geng, Sida Peng, Zhen Xu, Hujun Bao, Xiaowei Zhou

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

Comments Project page: https://zju3dv.github.io/instant_nvr

INV: Towards Streaming Incremental Neural Videos

Shengze Wang, Alexey Supikov, Joshua Ratcliff, Henry Fuchs, Ronald Azuma

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