3D 视觉 - arXivDaily 专题

2503.02230 2025-03-05 cs.CV 70%

Empowering Sparse-Input Neural Radiance Fields with Dual-Level Semantic Guidance from Dense Novel Views

Yingji Zhong, Kaichen Zhou, Zhihao Li, Lanqing Hong, Zhenguo Li, Dan Xu

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

2503.00887 2025-03-04 cs.GR 70%

DreamPrinting: Volumetric Printing Primitives for High-Fidelity 3D Printing

Youjia Wang, Ruixiang Cao, Teng Xu, Yifei Liu, Dong Zhang, Yiwen Wu, Jingyi Yu

专题命中 NeRF ：NeRF(abstract)；3D generation(abstract)；分类 cs.GR

2502.09613 2025-02-14 cs.CV 70%

Latent Radiance Fields with 3D-aware 2D Representations

Chaoyi Zhou, Xi Liu, Feng Luo, Siyu Huang

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

Comments Accepted to ICLR 2025; Project page: https://latent-radiance-field.github.io/LRF

2312.06657 2025-02-14 cs.CV 70%

Learning Naturally Aggregated Appearance for Efficient 3D Editing

Ka Leong Cheng, Qiuyu Wang, Zifan Shi, Kecheng Zheng, Yinghao Xu, Hao Ouyang, Qifeng Chen, Yujun Shen

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

Comments Project page: https://felixcheng97.github.io/AGAP/; accepted to 3DV 2025

2412.17628 2024-12-24 cs.CV 70%

Editing Implicit and Explicit Representations of Radiance Fields: A Survey

Arthur Hubert, Gamal Elghazaly, Raphael Frank

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

2412.15278 2024-12-23 cs.GR cs.AI 70%

DreaMark: Rooting Watermark in Score Distillation Sampling Generated Neural Radiance Fields

Xingyu Zhu, Xiapu Luo, Xuetao Wei

专题命中 NeRF ：NeRF(abstract)；3D generation(abstract)；分类 cs.GR

2309.07668 2024-12-09 cs.CV 70%

ChromaDistill: Colorizing Monochrome Radiance Fields with Knowledge Distillation

Ankit Dhiman, R Srinath, Srinjay Sarkar, Lokesh R Boregowda, R Venkatesh Babu

专题命中 NeRF ：NeRF(abstract)；3DGS(abstract)；分类 cs.CV

Comments WACV 2025, AI3DCC @ ICCV 2023

2402.06390 2024-12-03 cs.CV 70%

Deepfake for the Good: Generating Avatars through Face-Swapping with Implicit Deepfake Generation

Georgii Stanishevskii, Jakub Steczkiewicz, Tomasz Szczepanik, Sławomir Tadeja, Jacek Tabor, Przemysław Spurek

专题命中 NeRF ：NeRF(abstract)；Gaussian Splatting(abstract)；分类 cs.CV

2410.13571 2024-11-26 cs.CV 70%

DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation

Guosheng Zhao, Chaojun Ni, Xiaofeng Wang, Zheng Zhu, Xueyang Zhang, Yida Wang, Guan Huang, Xinze Chen, Boyuan Wang, Youyi Zhang, Wenjun Mei, Xingang Wang

专题命中 NeRF ：NeRF(abstract)；3DGS(abstract)；分类 cs.CV

Comments Project Page: https://drivedreamer4d.github.io

2401.08140 2024-11-04 cs.CV 70%

ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field

Kiyohiro Nakayama, Mikaela Angelina Uy, Yang You, Ke Li, Leonidas J. Guibas

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

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.19483 2024-10-31 cs.CV eess.IV 70%

Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization

Weihang Liu, Xue Xian Zheng, Jingyi Yu, Xin Lou

专题命中 NeRF ：NeRF(abstract)；Gaussian Splatting(abstract)；分类 cs.CV

Comments accepted by ECCV2024

2312.10034 2024-10-16 cs.CV 70%

SlimmeRF: Slimmable Radiance Fields

Shiran Yuan, Hao Zhao

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

Comments 3DV 2024 Oral, Project Page: https://shiran-yuan.github.io/SlimmeRF/, Code: https://github.com/Shiran-Yuan/SlimmeRF/

2410.09582 2024-10-15 cs.CV cs.AI 70%

Improving 3D Finger Traits Recognition via Generalizable Neural Rendering

Hongbin Xu, Junduan Huang, Yuer Ma, Zifeng Li, Wenxiong Kang

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

Comments This paper is accepted in IJCV. For further information and access to the code, please visit our project page: https://scut-bip-lab.github.io/fingernerf/

2410.08181 2024-10-11 cs.CV 70%

RGM: Reconstructing High-fidelity 3D Car Assets with Relightable 3D-GS Generative Model from a Single Image

Xiaoxue Chen, Jv Zheng, Hao Huang, Haoran Xu, Weihao Gu, Kangliang Chen, He xiang, Huan-ang Gao, Hao Zhao, Guyue Zhou, Yaqin Zhang

专题命中 NeRF ：NeRF(abstract)；3D generation(abstract)；分类 cs.CV

2409.15487 2024-09-25 cs.RO 70%

AgriNeRF: Neural Radiance Fields for Agriculture in Challenging Lighting Conditions

Samarth Chopra, Fernando Cladera, Varun Murali, Vijay Kumar

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

Comments 7 pages, 5 figures

2403.11131 2024-09-23 cs.CV 70%

Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields

Yonggan Fu, Huaizhi Qu, Zhifan Ye, Chaojian Li, Kevin Zhao, Yingyan Celine Lin

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

Comments Accepted by ECCV 2024 as an Oral Paper

2312.02350 2024-09-23 cs.CV 70%

Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator

Niki Amini-Naieni, Tomas Jakab, Andrea Vedaldi, Ronald Clark

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

Comments ECCV 2024

2403.19319 2024-09-06 cs.CV 70%

Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation

Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Müller, Matthias Nießner

专题命中 NeRF ：NeRF(abstract)；3D generation(abstract)；分类 cs.CV

Comments Accepted to ECCV 2024, Project page: https://terencecyj.github.io/projects/Mesh2NeRF/ Video: https://youtu.be/SsFkhSuQYGM

2406.14360 2024-08-02 cs.CV 70%

Deblurring Neural Radiance Fields with Event-driven Bundle Adjustment

Yunshan Qi, Lin Zhu, Yifan Zhao, Nan Bao, Jia Li

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

Comments Accepted by 32nd ACM International Conference on Multimedia (MM 2024)

2407.05586 2024-08-01 cs.CV 70%

Dynamic Neural Radiance Field From Defocused Monocular Video

Xianrui Luo, Huiqiang Sun, Juewen Peng, Zhiguo Cao

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

Comments Accepted by ECCV 2024

2407.04699 2024-07-17 cs.CV cs.AI 70%

LaRa: Efficient Large-Baseline Radiance Fields

Anpei Chen, Haofei Xu, Stefano Esposito, Siyu Tang, Andreas Geiger

专题命中 NeRF ：3D reconstruction(abstract)；novel view synthesis(abstract)；分类 cs.CV

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

2405.00630 2024-07-04 cs.CV 70%

Depth Priors in Removal Neural Radiance Fields

Zhihao Guo, Peng Wang

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

Comments 17 pages

2403.19780 2024-06-04 cs.CV 70%

Mitigating Motion Blur in Neural Radiance Fields with Events and Frames

Marco Cannici, Davide Scaramuzza

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

Comments IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024

2404.06152 2024-04-10 cs.CV cs.AI 70%

HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields

Arnab Dey, Di Yang, Antitza Dantcheva, Jean Martinet

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

2404.02617 2024-04-04 cs.CV 70%

Neural Radiance Fields with Torch Units

Bingnan Ni, Huanyu Wang, Dongfeng Bai, Minghe Weng, Dexin Qi, Weichao Qiu, Bingbing Liu

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

2403.16080 2024-04-03 cs.CV 70%

PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling

Xiaoyun Zheng, Liwei Liao, Xufeng Li, Jianbo Jiao, Rongjie Wang, Feng Gao, Shiqi Wang, Ronggang Wang

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

Comments CVPR2024(accepted). Project page: https://pku-dymvhumans.github.io

2403.15981 2024-03-29 cs.CV 70%

Exploring Accurate 3D Phenotyping in Greenhouse through Neural Radiance Fields

Junhong Zhao, Wei Ying, Yaoqiang Pan, Zhenfeng Yi, Chao Chen, Kewei Hu, Hanwen Kang

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

2403.16885 2024-03-26 cs.CV 70%

CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs

Yingji Zhong, Lanqing Hong, Zhenguo Li, Dan Xu

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

Comments The paper is accepted by CVPR 2024. Project page is available at https://zhongyingji.github.io/CVT-xRF

2403.14839 2024-03-25 cs.CV 70%

Hyperspectral Neural Radiance Fields

Gerry Chen, Sunil Kumar Narayanan, Thomas Gautier Ottou, Benjamin Missaoui, Harsh Muriki, Cédric Pradalier, Yongsheng Chen

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

Comments Main paper: 15 pages + 2 pages references. Supplemental/Appendix: 6 pages

2306.03000 2024-03-20 cs.CV 70%

BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields

AKM Shahariar Azad Rabby, Chengcui Zhang

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

Comments 33 page, 7 figure, 5 table

1. NeRF 1354 篇

Empowering Sparse-Input Neural Radiance Fields with Dual-Level Semantic Guidance from Dense Novel Views

DreamPrinting: Volumetric Printing Primitives for High-Fidelity 3D Printing

Latent Radiance Fields with 3D-aware 2D Representations

Learning Naturally Aggregated Appearance for Efficient 3D Editing

Editing Implicit and Explicit Representations of Radiance Fields: A Survey

DreaMark: Rooting Watermark in Score Distillation Sampling Generated Neural Radiance Fields

ChromaDistill: Colorizing Monochrome Radiance Fields with Knowledge Distillation

Deepfake for the Good: Generating Avatars through Face-Swapping with Implicit Deepfake Generation

DriveDreamer4D: World Models Are Effective Data Machines for 4D Driving Scene Representation

ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field

Content-Aware Radiance Fields: Aligning Model Complexity with Scene Intricacy Through Learned Bitwidth Quantization

SlimmeRF: Slimmable Radiance Fields

Improving 3D Finger Traits Recognition via Generalizable Neural Rendering

RGM: Reconstructing High-fidelity 3D Car Assets with Relightable 3D-GS Generative Model from a Single Image

AgriNeRF: Neural Radiance Fields for Agriculture in Challenging Lighting Conditions

Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields

Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator

Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation

Deblurring Neural Radiance Fields with Event-driven Bundle Adjustment

Dynamic Neural Radiance Field From Defocused Monocular Video

LaRa: Efficient Large-Baseline Radiance Fields

Depth Priors in Removal Neural Radiance Fields

Mitigating Motion Blur in Neural Radiance Fields with Events and Frames

HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields

Neural Radiance Fields with Torch Units

PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling

Exploring Accurate 3D Phenotyping in Greenhouse through Neural Radiance Fields

CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs

Hyperspectral Neural Radiance Fields

BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields