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

被引:0
|
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
  • [1] GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting
    Yang, Chen
    Li, Sikuang
    Fang, Jiemin
    Liang, Ruofan
    Xie, Lingxi
    Zhang, Xiaopeng
    Shen, Wei
    Tian, Qi
    ACM Transactions on Graphics, 2024, 43 (06):
  • [2] GauLoc: 3D Gaussian Splatting-based Camera Relocalization
    Xin, Zhe
    Dai, Chengkai
    Li, Ying
    Wu, Chenming
    Computer Graphics Forum, 2024, 43 (07)
  • [3] The Potential of Neural Radiance Fields and 3D Gaussian Splatting for 3D Reconstruction from Aerial Imagery
    Haitz, Dennis
    Hermann, Max
    Roth, Aglaja Solana
    Weinmann, Michael
    Weinmann, Martin
    ISPRS ANNALS OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES: VOLUME X-2-2024, 2024, : 97 - 104
  • [4] A review of recent advances in 3D Gaussian Splatting for optimization and reconstruction
    Luo, Jie
    Huang, Tianlun
    Wang, Weijun
    Feng, Wei
    Image and Vision Computing, 2024, 151
  • [5] Gaussian Splatting: 3D Reconstruction and Novel View Synthesis: A Review
    Dalal, Anurag
    Hagen, Daniel
    Robbersmyr, Kjell G.
    Knausgard, Kristian Muri
    IEEE ACCESS, 2024, 12 : 96797 - 96820
  • [6] Deblur-GS: 3D Gaussian Splatting from Camera Motion Blurred Images
    Chen, Wenbo
    Liu, Ligang
    PROCEEDINGS OF THE ACM ON COMPUTER GRAPHICS AND INTERACTIVE TECHNIQUES, 2024, 7 (01)
  • [7] Scene reconstruction techniques for autonomous driving: a review of 3D Gaussian splatting
    Huixin Zhu
    Zhili Zhang
    Junyang Zhao
    Hui Duan
    Yao Ding
    Xiongwu Xiao
    Junsong Yuan
    Zhang, Zhili (157918018@qq.com); Zhao, Junyang (zhaojy802@sina.com), 2025, 58 (01)
  • [8] 3D Gaussian Splatting with Deferred Reflection
    Ye, Keyang
    Hou, Qiming
    Zhou, Kun
    PROCEEDINGS OF SIGGRAPH 2024 CONFERENCE PAPERS, 2024,
  • [9] Recent advances in 3D Gaussian splatting
    Wu, Tong
    Yuan, Yu-Jie
    Zhang, Ling-Xiao
    Yang, Jie
    Cao, Yan-Pei
    Yan, Ling-Qi
    Gao, Lin
    COMPUTATIONAL VISUAL MEDIA, 2024, 10 (04) : 613 - 642
  • [10] Large-Scale 3D Terrain Reconstruction Using 3D Gaussian Splatting for Visualization and Simulation
    Chen, Meida
    Lal, Devashish
    Yu, Zifan
    Xu, Jiuyi
    Feng, Andrew
    You, Suya
    Nurunnabi, Abdul
    Shi, Yangming
    MID-TERM SYMPOSIUM THE ROLE OF PHOTOGRAMMETRY FOR A SUSTAINABLE WORLD, VOL. 48-2, 2024, : 49 - 54