3D 视觉 - arXivDaily 专题

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

2306.09551 2023-06-19 cs.CV 70%

Edit-DiffNeRF: Editing 3D Neural Radiance Fields using 2D Diffusion Model

Lu Yu, Wei Xiang, Kang Han

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

2207.02621 2023-06-13 cs.CV 70%

VMRF: View Matching Neural Radiance Fields

Jiahui Zhang, Fangneng Zhan, Rongliang Wu, Yingchen Yu, Wenqing Zhang, Bai Song, Xiaoqin Zhang, Shijian Lu

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

Comments This paper has been accepted to ACM MM 2022

2305.11031 2023-05-19 cs.CV 70%

ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis

Shoukang Hu, Kaichen Zhou, Kaiyu Li, Longhui Yu, Lanqing Hong, Tianyang Hu, Zhenguo Li, Gim Hee Lee, Ziwei Liu

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

Comments https://github.com/skhu101/ConsistentNeRF

2212.02493 2023-05-18 cs.CV 70%

Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields

Rohith Agaram, Shaurya Dewan, Rahul Sajnani, Adrien Poulenard, Madhava Krishna, Srinath Sridhar

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

2303.09952 2023-05-12 cs.CV 70%

Single-view Neural Radiance Fields with Depth Teacher

Yurui Chen, Chun Gu, Feihu Zhang, Li Zhang

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

2305.00375 2023-05-02 cs.CV eess.IV 70%

Neural Radiance Fields (NeRFs): A Review and Some Recent Developments

Mohamed Debbagh

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

Comments volume rendering, view synthesis, scene representation, deep learning

2304.02797 2023-04-07 cs.CV 70%

DeLiRa: Self-Supervised Depth, Light, and Radiance Fields

Vitor Guizilini, Igor Vasiljevic, Jiading Fang, Rares Ambrus, Sergey Zakharov, Vincent Sitzmann, Adrien Gaidon

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

Comments Project page: https://sites.google.com/view/tri-delira

2304.02736 2023-04-07 cs.CV 70%

Image Stabilization for Hololens Camera in Remote Collaboration

Gowtham Senthil, Siva Vignesh Krishnan, Annamalai Lakshmanan, Florence Kissling

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

2209.01194 2023-04-05 cs.CV 70%

CLONeR: Camera-Lidar Fusion for Occupancy Grid-aided Neural Representations

Alexandra Carlson, Manikandasriram Srinivasan Ramanagopal, Nathan Tseng, Matthew Johnson-Roberson, Ram Vasudevan, Katherine A. Skinner

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

Comments first two authors equally contributed

Journal ref IEEE Robotics and Automation Letters, vol. 8, no. 5, pp. 2812-2819, May 2023

2101.00373 2023-04-05 eess.IV cs.CV 70%

Non-line-of-Sight Imaging via Neural Transient Fields

Siyuan Shen, Zi Wang, Ping Liu, Zhengqing Pan, Ruiqian Li, Tian Gao, Shiying Li, Jingyi Yu

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

2302.13543 2023-03-28 cs.CV 70%

BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling

Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton Van Den Hengel

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

2303.13743 2023-03-27 cs.CV 70%

TEGLO: High Fidelity Canonical Texture Mapping from Single-View Images

Vishal Vinod, Tanmay Shah, Dmitry Lagun

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

2303.13232 2023-03-24 cs.CV cs.AI 70%

Transforming Radiance Field with Lipschitz Network for Photorealistic 3D Scene Stylization

Zicheng Zhang, Yinglu Liu, Congying Han, Yingwei Pan, Tiande Guo, Ting Yao

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

Comments CVPR 2023, Highlight

2303.09431 2023-03-17 cs.CV 70%

NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes

Marie-Julie Rakotosaona, Fabian Manhardt, Diego Martin Arroyo, Michael Niemeyer, Abhijit Kundu, Federico Tombari

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

1. NeRF 1355 篇

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

Edit-DiffNeRF: Editing 3D Neural Radiance Fields using 2D Diffusion Model

VMRF: View Matching Neural Radiance Fields

ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis

Canonical Fields: Self-Supervised Learning of Pose-Canonicalized Neural Fields

Single-view Neural Radiance Fields with Depth Teacher

Neural Radiance Fields (NeRFs): A Review and Some Recent Developments

DeLiRa: Self-Supervised Depth, Light, and Radiance Fields

Image Stabilization for Hololens Camera in Remote Collaboration

CLONeR: Camera-Lidar Fusion for Occupancy Grid-aided Neural Representations

Non-line-of-Sight Imaging via Neural Transient Fields

BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling

TEGLO: High Fidelity Canonical Texture Mapping from Single-View Images

Transforming Radiance Field with Lipschitz Network for Photorealistic 3D Scene Stylization

NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes