Impact of Camera Settings on 3D Reconstruction Quality: Insights from NeRF and Gaussian Splatting

被引:1
|
作者
Rangelov, Dimitar [1 ,2 ]
Waanders, Sierd [1 ,3 ]
Waanders, Kars [1 ,3 ]
van Keulen, Maurice [2 ]
Miltchev, Radoslav [4 ]
机构
[1] Technologies for Criminal Investigations, Saxion University of Applied Sciences, Enschede,7513 AB, Netherlands
[2] Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, Enschede,7522 NB, Netherlands
[3] Police Academy of the Netherlands, Apeldoorn,7334 AC, Netherlands
[4] Faculty of Industrial Technology, Technical University of Sofia, Sofia,1756, Bulgaria
关键词
All Open Access; Gold;
D O I
10.3390/s24237594
中图分类号
学科分类号
摘要
34
引用
收藏
相关论文
共 50 条
  • [41] Characterizing Satellite Geometry via Accelerated 3D Gaussian Splatting
    Nguyen, Van Minh
    Sandidge, Emma
    Mahendrakar, Trupti
    White, Ryan T.
    AEROSPACE, 2024, 11 (03)
  • [42] GS-IR: 3D Gaussian Splatting for Inverse Rendering
    Liang, Zhihao
    Zhang, Qi
    Feng, Ying
    Shan, Ying
    Jia, Kui
    2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2024, : 21644 - 21653
  • [43] On the Error Analysis of 3D Gaussian Splatting and an Optimal Projection Strategy
    Huang, Letian
    Bai, Jiayang
    Guo, Jie
    Li, Yuanqi
    Guo, Yanwen
    COMPUTER VISION - ECCV 2024, PT XVII, 2025, 15075 : 247 - 263
  • [44] Analytic-Splatting: Anti-Aliased 3D Gaussian Splatting via Analytic Integration
    Liang, Zhihao
    Zhang, Qi
    Hu, Wenbo
    Zhu, Lei
    Feng, Ying
    Jia, Kui
    COMPUTER VISION - ECCV 2024, PT XVII, 2025, 15075 : 281 - 297
  • [45] Superpixel-guided Sampling for Compact 3D Gaussian Splatting
    Kim, Myoung Gon
    Jeong, SeungWon
    Park, Seohyeon
    Han, JungHyun
    30TH ACM SYMPOSIUM ON VIRTUAL REALITY SOFTWARE AND TECHNOLOGY, VRST 2024, 2024,
  • [46] GaussianShader: 3D Gaussian Splatting with Shading Functions for Reflective Surfaces
    Jiang, Yingwenqi
    Tu, Jiadong
    Liu, Yuan
    Gao, Xifeng
    Long, Xiaoxiao
    Wang, Wenping
    Ma, Yuexin
    2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, CVPR 2024, 2024, : 5322 - 5332
  • [47] 3D Reconstruction from a Single Family Camera
    Shen, Yehu
    Peng, Peng
    Gao, Wei
    2012 IEEE FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2012, : 108 - 112
  • [48] Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis
    Niedermayr, Simon
    Stumpfegger, Josef
    Westermann, Ruediger
    2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2024, : 10349 - 10358
  • [49] HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting
    Zhou, Zhenglin
    Ma, Fan
    Fan, Hehe
    Yang, Zongxin
    Yang, Yi
    COMPUTER VISION - ECCV 2024, PT XXXII, 2025, 15090 : 145 - 163
  • [50] Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods
    Zhou, Yiming
    Zeng, Zixuan
    Chen, Andi
    Zhou, Xiaofan
    Ni, Haowei
    Zhang, Shiyao
    Li, Panfeng
    Liu, Liangxi
    Zheng, Mengyao
    Chen, Xupeng
    2024 6TH INTERNATIONAL CONFERENCE ON DATA-DRIVEN OPTIMIZATION OF COMPLEX SYSTEMS, DOCS 2024, 2024, : 926 - 931