3D 视觉 - arXivDaily 专题

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

2403.11364 2024-03-19 cs.CV 70%

Creating Seamless 3D Maps Using Radiance Fields

Sai Tarun Sathyan, Thomas B. Kinsman

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

Comments 10 pages with figures

2403.06092 2024-03-12 cs.CV 70%

Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?

Hanxin Zhu, Tianyu He, Xin Li, Bingchen Li, Zhibo Chen

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

Comments Accepted by CVPR 2024

2403.03608 2024-03-07 cs.CV cs.AI cs.LG 70%

GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding

Zi-Ting Chou, Sheng-Yu Huang, I-Jieh Liu, Yu-Chiang Frank Wang

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

Comments Accepted by CVPR2024

2403.01058 2024-03-05 cs.CV cs.LG 70%

Neural Field Classifiers via Target Encoding and Classification Loss

Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun

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

Comments ICLR 2024 Main Conference; 17 pages; 11 figures; 13 tables

2401.08937 2024-01-18 cs.CV 70%

ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization

Weiyao Wang, Pierre Gleize, Hao Tang, Xingyu Chen, Kevin J Liang, Matt Feiszli

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

2312.17561 2024-01-01 cs.CV cs.AI cs.LG 70%

Informative Rays Selection for Few-Shot Neural Radiance Fields

Marco Orsingher, Anthony Dell'Eva, Paolo Zani, Paolo Medici, Massimo Bertozzi

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

Comments To appear at VISAPP 2024

2312.16215 2023-12-29 cs.CV 70%

SUNDIAL: 3D Satellite Understanding through Direct, Ambient, and Complex Lighting Decomposition

Nikhil Behari, Akshat Dave, Kushagra Tiwary, William Yang, Ramesh Raskar

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

Comments 8 pages, 6 figures

2312.10649 2023-12-19 cs.CV 70%

PNeRFLoc: Visual Localization with Point-based Neural Radiance Fields

Boming Zhao, Luwei Yang, Mao Mao, Hujun Bao, Zhaopeng Cui

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

Comments Accepted to AAAI 2024

2303.11728 2023-12-19 cs.CV 70%

Few-shot Neural Radiance Fields Under Unconstrained Illumination

SeokYeong Lee, JunYong Choi, Seungryong Kim, Ig-Jae Kim, Junghyun Cho

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

Comments Project Page: https://seokyeong94.github.io/ExtremeNeRF/

2312.09095 2023-12-18 cs.CV 70%

ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field

Zhangkai Ni, Peiqi Yang, Wenhan Yang, Hanli Wang, Lin Ma, Sam Kwong

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

2312.08118 2023-12-14 cs.CV 70%

Neural Radiance Fields for Transparent Object Using Visual Hull

Heechan Yoon, Seungkyu Lee

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

2312.06642 2023-12-12 cs.CV 70%

CorresNeRF: Image Correspondence Priors for Neural Radiance Fields

Yixing Lao, Xiaogang Xu, Zhipeng Cai, Xihui Liu, Hengshuang Zhao

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

Journal ref NeurIPS 2023

2312.05855 2023-12-12 cs.CV 70%

NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences

Minye Wu, Tinne Tuytelaars

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

Comments 11 pages, 12 figures

2312.04337 2023-12-08 cs.CV 70%

Multi-View Unsupervised Image Generation with Cross Attention Guidance

Llukman Cerkezi, Aram Davtyan, Sepehr Sameni, Paolo Favaro

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

1. NeRF 1355 篇

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

Creating Seamless 3D Maps Using Radiance Fields

Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?

GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding

Neural Field Classifiers via Target Encoding and Classification Loss

ICON: Incremental CONfidence for Joint Pose and Radiance Field Optimization

Informative Rays Selection for Few-Shot Neural Radiance Fields

SUNDIAL: 3D Satellite Understanding through Direct, Ambient, and Complex Lighting Decomposition

PNeRFLoc: Visual Localization with Point-based Neural Radiance Fields

Few-shot Neural Radiance Fields Under Unconstrained Illumination

ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field

Neural Radiance Fields for Transparent Object Using Visual Hull

CorresNeRF: Image Correspondence Priors for Neural Radiance Fields

NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences

Multi-View Unsupervised Image Generation with Cross Attention Guidance