3D 视觉 - arXivDaily 专题

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

2312.02963 2023-12-06 cs.CV 70%

MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures

Zhangyang Xiong, Chenghong Li, Kenkun Liu, Hongjie Liao, Jianqiao Hu, Junyi Zhu, Shuliang Ning, Lingteng Qiu, Chongjie Wang, Shijie Wang, Shuguang Cui, Xiaoguang Han

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

Comments Project page: https://x-zhangyang.github.io/MVHumanNet/

2302.12231 2023-11-09 cs.CV 70%

DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

Jamie Wynn, Daniyar Turmukhambetov

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

Comments CVPR 2023. Updated LPIPS scores in Table 1

2310.17880 2023-10-30 cs.CV 70%

Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations

Tristan Aumentado-Armstrong, Ashkan Mirzaei, Marcus A. Brubaker, Jonathan Kelly, Alex Levinshtein, Konstantinos G. Derpanis, Igor Gilitschenski

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

2308.04826 2023-10-27 cs.CV 70%

WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields

Muyu Xu, Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Xiaoqin Zhang, Christian Theobalt, Ling Shao, Shijian Lu

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

Comments Accepted to ICCV 2023. Project website: https://mxuai.github.io/WaveNeRF/

2310.07179 2023-10-12 cs.CV cs.AI 70%

rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera

Tongtong Zhang, Yuanxiang Li

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

2310.00249 2023-10-03 cs.CV 70%

MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending

Yuze He, Peng Wang, Yubin Hu, Wang Zhao, Ran Yi, Yong-Jin Liu, Wenping Wang

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

2309.14800 2023-09-27 cs.CV 70%

3D Density-Gradient based Edge Detection on Neural Radiance Fields (NeRFs) for Geometric Reconstruction

Miriam Jäger, Boris Jutzi

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

Comments 8 pages, 4 figures, 2 tables. Will be published in the ISPRS The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences

2305.19201 2023-09-26 cs.CV 70%

DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation

Jiuhn Song, Seonghoon Park, Honggyu An, Seokju Cho, Min-Seop Kwak, Sungjin Cho, Seungryong Kim

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

Comments To appear at NeurIPS 2023. Project Page: https://ku-cvlab.github.io/DaRF/

2309.11767 2023-09-22 cs.CV 70%

Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size

Tongtong Zhang, Yuanxiang Li

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

2309.03933 2023-09-11 cs.CV 70%

BluNF: Blueprint Neural Field

Robin Courant, Xi Wang, Marc Christie, Vicky Kalogeiton

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

Comments ICCV-W (AI3DCC) 2023. Project page with videos and code: https://www.lix.polytechnique.fr/vista/projects/2023_iccvw_courant/

2309.03550 2023-09-08 cs.CV 70%

Text2Control3D: Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model

Sungwon Hwang, Junha Hyung, Jaegul Choo

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

Comments Project page: https://text2control3d.github.io/

2308.15049 2023-08-30 cs.CV 70%

Pose-Free Neural Radiance Fields via Implicit Pose Regularization

Jiahui Zhang, Fangneng Zhan, Yingchen Yu, Kunhao Liu, Rongliang Wu, Xiaoqin Zhang, Ling Shao, Shijian Lu

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

Comments Accepted by ICCV2023

2212.01103 2023-08-17 cs.CV cs.AI 70%

3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation

Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu

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

Journal ref AAAI 2023

2308.07032 2023-08-15 cs.CV cs.LG 70%

S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields

Zeke Xie, Xindi Yang, Yujie Yang, Qi Sun, Yixiang Jiang, Haoran Wang, Yunfeng Cai, Mingming Sun

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

Comments ICCV 2023 main conference. Code: https://github.com/Madaoer/S3IM. 14 pages, 5 figures, 17 tables

2307.12718 2023-07-25 cs.CV 70%

CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components

Davide Di Nucci, Alessandro Simoni, Matteo Tomei, Luca Ciuffreda, Roberto Vezzani, Rita Cucchiara

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

Comments Accepted at ICIAP2023

2210.12003 2023-07-20 cs.CV 70%

HDHumans: A Hybrid Approach for High-fidelity Digital Humans

Marc Habermann, Lingjie Liu, Weipeng Xu, Gerard Pons-Moll, Michael Zollhoefer, Christian Theobalt

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

1. NeRF 1354 篇

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

MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures

DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion Models

Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations

WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields

rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera

MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending

3D Density-Gradient based Edge Detection on Neural Radiance Fields (NeRFs) for Geometric Reconstruction

DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation

Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size

BluNF: Blueprint Neural Field

Text2Control3D: Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model

Pose-Free Neural Radiance Fields via Implicit Pose Regularization

3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation

S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields

CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components

HDHumans: A Hybrid Approach for High-fidelity Digital Humans