3D 视觉 - arXivDaily 专题

2303.09153 2023-03-17 cs.CV 74%

Reliable Image Dehazing by NeRF

Zheyan Jin, Shiqi Chen, Huajun Feng, Zhihai Xu, Qi Li, Yueting Chen

专题命中 NeRF ：NeRF(title)；分类 cs.CV

Comments 12pages, 8figures

2212.14710 2023-01-02 cs.CV 74%

NeRF-Gaze: A Head-Eye Redirection Parametric Model for Gaze Estimation

Pengwei Yin, Jiawu Dai, Jingjing Wang, Di Xie, Shiliang Pu

专题命中 NeRF ：NeRF(title)；分类 cs.CV

Comments 10 pages, 8 figures, submitted to CVPR 2023

2207.11406 2022-12-23 cs.CV cs.AI 74%

PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo

Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong

专题命中 NeRF ：NeRF(title)；分类 cs.CV

Comments ECCV 2022, Project page: https://ywq.github.io/psnerf

2210.13641 2022-10-26 cs.CV 74%

NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields

Antoni Rosinol, John J. Leonard, Luca Carlone

专题命中 NeRF ：NeRF(title)；分类 cs.CV

Comments 10 pages, 6 figures

2210.08936 2022-10-18 cs.CV cs.AI 74%

S$^3$-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint

Wenqi Yang, Guanying Chen, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong

专题命中 NeRF ：NeRF(title)；分类 cs.CV

Comments NeurIPS 2022, Project page: https://ywq.github.io/s3nerf

2207.11368 2022-07-26 cs.CV 74%

Neural-Sim: Learning to Generate Training Data with NeRF

Yunhao Ge, Harkirat Behl, Jiashu Xu, Suriya Gunasekar, Neel Joshi, Yale Song, Xin Wang, Laurent Itti, Vibhav Vineet

专题命中 NeRF ：NeRF(title)；分类 cs.CV

Comments ECCV 2022

2201.00791 2022-01-04 cs.CV 74%

DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering

Shunyu Yao, RuiZhe Zhong, Yichao Yan, Guangtao Zhai, Xiaokang Yang

专题命中 NeRF ：NeRF(title)；分类 cs.CV

2603.01850 2026-03-03 cs.RO cs.CV cs.SY eess.SY 73%

Tiny-DroNeRF: Tiny Neural Radiance Fields aboard Federated Learning-enabled Nano-drones

Tiny-DroNeRF：基于联邦学习的纳无人机上的轻量神经辐射场

Ilenia Carboni, Elia Cereda, Lorenzo Lamberti, Daniele Malpetti, Francesco Conti, Daniele Palossi

机构 * Dalle Molle Institute for Artificial Intelligence, USI-SUPSI（达摩院人工智能研究所，USI-SUPSI）； Integrated Systems Laboratory, ETH Zürich（集成系统实验室，ETH Zurich）； Department of Electrical, Electronic and Information Engineering, University of Bologna（电子、电气与信息工程系，博洛尼亚大学）

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

AI总结 Tiny-DroNeRF通过联邦学习在纳无人机上实现轻量级NeRF训练，显著降低内存占用并提升3D重建精度。

2602.21101 2026-03-03 cs.CV cs.RO 73%

Event-Aided Sharp Radiance Field Reconstruction for Fast-Flying Drones

事件辅助的快速飞行无人机辐射场重建

Rong Zou, Marco Cannici, Davide Scaramuzza

机构 * Robotics and Perception Group, University of Zurich（苏黎世大学机器人与感知组）

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

AI总结本文提出利用事件流和运动模糊帧的统一框架，实现快速飞行无人机的高保真辐射场重建，无需地面真实监督，实现实验数据性能提升超50%。

Journal ref IEEE Transactions on Robotics, 2026

2504.05803 2025-10-16 cs.GR cs.CV 73%

PASE: Phoneme-Aware Speech Encoder to Improve Lip Sync Accuracy for Talking Head Synthesis

Yihuan Huang, Jiajun Liu, Yanzhen Ren, Jun Xue, Wuyang Liu, Zongkun Sun

机构 * Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University（航空航天信息安全部分和可信计算重点实验室、教育部、网络安全科学与工程学院、武汉大学）； School of Cyber Science and Engineering, Wuhan University（网络安全科学与工程学院、武汉大学）； School of Police Information, Shandong Police College（警务信息学院、山东警察学院）

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

2508.05064 2025-08-20 cs.GR cs.CL cs.CV 73%

A Study of the Framework and Real-World Applications of Language Embedding for 3D Scene Understanding

Mahmoud Chick Zaouali, Todd Charter, Yehor Karpichev, Brandon Haworth, Homayoun Najjaran

机构 * Faculty of Engineering and Computer Science, University of Victoria（工程与计算机科学学院，维多利亚大学）

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

2505.11467 2025-05-19 cs.RO cs.CV 73%

Exploiting Radiance Fields for Grasp Generation on Novel Synthetic Views

Abhishek Kashyap, Henrik Andreasson, Todor Stoyanov

机构 * Centre for Applied Autonomous Sensor Systems (AASS)（应用自主传感器系统中心）； Örebro University（奥雷布罗大学）

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

Comments 6 pages

2505.05356 2025-05-09 cs.GR cs.AI cs.CV 73%

Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields

Runfeng Li, Mikhail Okunev, Zixuan Guo, Anh Ha Duong, Christian Richardt, Matthew O'Toole, James Tompkin

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

2502.12673 2025-02-19 cs.CV cs.GR 73%

ROI-NeRFs: Hi-Fi Visualization of Objects of Interest within a Scene by NeRFs Composition

Quoc-Anh Bui, Gilles Rougeron, Géraldine Morin, Simone Gasparini

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

Comments 17 pages including appendix, 16 figures, 8 tables

2410.14177 2024-10-21 cs.RO cs.CV 73%

Learning autonomous driving from aerial imagery

Varun Murali, Guy Rosman, Sertac Karaman, Daniela Rus

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

Comments Presented at IROS 2024

2409.15715 2024-09-25 cs.CV cs.GR 73%

Disentangled Generation and Aggregation for Robust Radiance Fields

Shihe Shen, Huachen Gao, Wangze Xu, Rui Peng, Luyang Tang, Kaiqiang Xiong, Jianbo Jiao, Ronggang Wang

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

Comments 27 pages, 11 figures, Accepted by ECCV'2024

2403.11865 2024-08-26 cs.CV cs.AI cs.GR 73%

Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging

Mert Özer, Maximilian Weiherer, Martin Hundhausen, Bernhard Egger

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

Comments Accepted to ECCVW'24

2406.00448 2024-08-08 cs.CV cs.GR 73%

Bilateral Guided Radiance Field Processing

Yuehao Wang, Chaoyi Wang, Bingchen Gong, Tianfan Xue

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

Comments SIGGRAPH (ACM TOG), 2024. Project page: https://bilarfpro.github.io

2406.14806 2024-06-24 cs.CV cs.GR 73%

Relighting Scenes with Object Insertions in Neural Radiance Fields

Xuening Zhu, Renjiao Yi, Xin Wen, Chenyang Zhu, Kai Xu

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

Comments 14 pages

2406.04960 2024-06-10 cs.CV cs.GR 73%

Multi-style Neural Radiance Field with AdaIN

Yu-Wen Pao, An-Jie Li

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

2311.16096 2024-05-28 cs.CV cs.GR 73%

Animatable and Relightable Gaussians for High-fidelity Human Avatar Modeling

Zhe Li, Yipengjing Sun, Zerong Zheng, Lizhen Wang, Shengping Zhang, Yebin Liu

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

Comments An extended version of Animatable Gaussians, Projectpage: https://animatable-gaussians.github.io/relight

2404.02185 2024-04-04 cs.CV cs.GR eess.IV 73%

NeRFCodec: Neural Feature Compression Meets Neural Radiance Fields for Memory-Efficient Scene Representation

Sicheng Li, Hao Li, Yiyi Liao, Lu Yu

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

Comments Accepted at CVPR2024. The source code will be released

2401.01647 2024-03-28 cs.CV cs.GR 73%

SIGNeRF: Scene Integrated Generation for Neural Radiance Fields

Jan-Niklas Dihlmann, Andreas Engelhardt, Hendrik Lensch

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

Comments Project Page: https://signerf.jdihlmann.com

2312.02362 2024-03-25 cs.CV cs.GR 73%

PointNeRF++: A multi-scale, point-based Neural Radiance Field

Weiwei Sun, Eduard Trulls, Yang-Che Tseng, Sneha Sambandam, Gopal Sharma, Andrea Tagliasacchi, Kwang Moo Yi

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

Comments Project website: https://pointnerfpp.github.io/

2403.02265 2024-03-05 cs.CV cs.GR 73%

DaReNeRF: Direction-aware Representation for Dynamic Scenes

Ange Lou, Benjamin Planche, Zhongpai Gao, Yamin Li, Tianyu Luan, Hao Ding, Terrence Chen, Jack Noble, Ziyan Wu

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

Comments Accepted at CVPR 2024. Paper + supplementary material

2304.11241 2023-12-25 cs.CV cs.LG cs.RO 73%

AutoNeRF: Training Implicit Scene Representations with Autonomous Agents

Pierre Marza, Laetitia Matignon, Olivier Simonin, Dhruv Batra, Christian Wolf, Devendra Singh Chaplot

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

2312.03420 2023-12-07 cs.CV cs.GR 73%

Artist-Friendly Relightable and Animatable Neural Heads

Yingyan Xu, Prashanth Chandran, Sebastian Weiss, Markus Gross, Gaspard Zoss, Derek Bradley

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

2311.16504 2023-11-29 cs.CV cs.GR 73%

Rethinking Directional Integration in Neural Radiance Fields

Congyue Deng, Jiawei Yang, Leonidas Guibas, Yue Wang

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

2306.06044 2023-11-21 cs.CV cs.GR eess.IV 73%

GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields

Barbara Roessle, Norman Müller, Lorenzo Porzi, Samuel Rota Bulò, Peter Kontschieder, Matthias Nießner

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

Comments SIGGRAPH Asia 2023, project page: https://barbararoessle.github.io/ganerf , video: https://youtu.be/352ccXWxQVE

Journal ref ACM Transactions on Graphics, Vol. 42, No. 6, Article 207 (2023) 1-14

2307.03404 2023-11-08 cs.CV cs.RO 73%

RGB-D Mapping and Tracking in a Plenoxel Radiance Field

Andreas L. Teigen, Yeonsoo Park, Annette Stahl, Rudolf Mester

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

Comments 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) *The first two authors contributed equally to this paper

1. NeRF 1354 篇

Reliable Image Dehazing by NeRF

NeRF-Gaze: A Head-Eye Redirection Parametric Model for Gaze Estimation

PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo

NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields

S$^3$-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint

Neural-Sim: Learning to Generate Training Data with NeRF

DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering

Tiny-DroNeRF: Tiny Neural Radiance Fields aboard Federated Learning-enabled Nano-drones

Event-Aided Sharp Radiance Field Reconstruction for Fast-Flying Drones

PASE: Phoneme-Aware Speech Encoder to Improve Lip Sync Accuracy for Talking Head Synthesis

A Study of the Framework and Real-World Applications of Language Embedding for 3D Scene Understanding

Exploiting Radiance Fields for Grasp Generation on Novel Synthetic Views

Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields

ROI-NeRFs: Hi-Fi Visualization of Objects of Interest within a Scene by NeRFs Composition

Learning autonomous driving from aerial imagery

Disentangled Generation and Aggregation for Robust Radiance Fields

Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging

Bilateral Guided Radiance Field Processing

Relighting Scenes with Object Insertions in Neural Radiance Fields

Multi-style Neural Radiance Field with AdaIN

Animatable and Relightable Gaussians for High-fidelity Human Avatar Modeling

NeRFCodec: Neural Feature Compression Meets Neural Radiance Fields for Memory-Efficient Scene Representation

SIGNeRF: Scene Integrated Generation for Neural Radiance Fields

PointNeRF++: A multi-scale, point-based Neural Radiance Field

DaReNeRF: Direction-aware Representation for Dynamic Scenes

AutoNeRF: Training Implicit Scene Representations with Autonomous Agents

Artist-Friendly Relightable and Animatable Neural Heads

Rethinking Directional Integration in Neural Radiance Fields

GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields

RGB-D Mapping and Tracking in a Plenoxel Radiance Field