A new computational framework for 3D shape descriptors

被引:0
|
作者
Akgul, Ceyhun Burak
Sankur, Bulent [1 ]
Yemez, Yucel [2 ]
Schmitt, Francis [3 ]
机构
[1] Bogazici Univ, Elekt & Elektron Muhendisligi Bolumu, TR-80815 Bebek, Turkey
[2] Koc Univ, Bilgisayar Muhendisligi Bolumu, TR-34450 Istanbul, Turkey
[3] Ecole Natl Super Telecommun Bretagne, Sinyal & Imge Isleme Bolumu, Paris, France
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this work, we propose a computational framework for histogram-based 3D shape descriptors. Our method is based on evaluating the density of a shape function defined over the surface of 3D model using Gaussian modeling. The proposed approach has a better shape description ability compared to other competitor histogram-based approaches. We illustrate this assertion in a content-based 3D model retrieval application.
引用
收藏
页码:774 / +
页数:2
相关论文
共 50 条
  • [41] Learning 3D Keypoint Descriptors for Non-rigid Shape Matching
    Wang, Hanyu
    Guo, Jianwei
    Yan, Dong-Ming
    Quan, Weize
    Zhang, Xiaopeng
    COMPUTER VISION - ECCV 2018, PT VIII, 2018, 11212 : 3 - 20
  • [42] Viewpoint-invariant Fourier descriptors for 3D planar shape representation
    Kwok, SKW
    Poon, JCH
    ELECTRONICS LETTERS, 1996, 32 (19) : 1775 - 1776
  • [43] Ligand Electron Density Shape Recognition Using 3D Zernike Descriptors
    Gunasekaran, Prasad
    Grandison, Scott
    Cowtan, Kevin
    Mak, Lora
    Lawson, David M.
    Morris, Richard J.
    PATTERN RECOGNITION IN BIOINFORMATICS, PROCEEDINGS, 2009, 5780 : 125 - +
  • [44] InShaDe: Invariant Shape Descriptors for visual 2D and 3D cellular and nuclear shape analysis and classification
    Al-Thelaya, Khaled
    Agus, Marco
    Gilal, Nauman Ullah
    Yang, Yin
    Pintore, Giovanni
    Gobbetti, Enrico
    Cali, Corrado
    Magistretti, Pierre J.
    Mifsud, William
    Schneider, Jens
    COMPUTERS & GRAPHICS-UK, 2021, 98 : 105 - 125
  • [45] Survey on Shape Descriptors Based on Spectral Analysis for Non-rigid 3D Shape Matching
    Zhang D.
    Wu Z.-K.
    Wang X.-C.
    Lü C.-L.
    Liu X.-Y.
    Zhou M.-Q.
    Ruan Jian Xue Bao/Journal of Software, 2019, 30 (08): : 2545 - 2568
  • [46] Shape vs. volume: Invariant shape descriptors for 3D region of interest characterization in MRI
    Tootoonian, S.
    Abugharbieh, R.
    Huang, X.
    McKeown, M. J.
    2006 3RD IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: MACRO TO NANO, VOLS 1-3, 2006, : 754 - +
  • [47] NEW MOLECULAR DESCRIPTORS FOR 2D AND 3D STRUCTURES - THEORY
    TODESCHINI, R
    LASAGNI, M
    JOURNAL OF CHEMOMETRICS, 1994, 8 (04) : 263 - 272
  • [48] New 3D technologies take shape
    不详
    IEEE COMPUTER GRAPHICS AND APPLICATIONS, 1997, 17 (04) : 91 - 91
  • [49] A new approach to 3D shape blending
    Hua, Huichun
    Gu, Gendai
    Wang, Tao
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS, 2007, : 863 - +
  • [50] A full-chip 3D computational lithography framework
    Liu, Peng
    Zhang, Zhengfan
    Lan, Song
    Zhao, Qian
    Feng, Mu
    Liu, Hua-yu
    Vellanki, Venu
    Lu, Yen-wen
    OPTICAL MICROLITHOGRAPHY XXV, PTS 1AND 2, 2012, 8326