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Reconstruction of Full Elemental Images from Partially Occluded 3D Object in Computational Integral Imaging by use of Recursive PCA

Liliana, and Ting, Li Ting and Yoon, Gang-Joon and Shin, Dong-Hak and Lee, Byung-Gook (2009) Reconstruction of Full Elemental Images from Partially Occluded 3D Object in Computational Integral Imaging by use of Recursive PCA. In: KMMS, 22-05-2009 - 23-05-2009, - South Korea.

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    Abstract

    In this paper, we propose a new method of recovering full elemental images from partially occluded 3D object in computational integral imaging. We first detect the regions of occlusion and generate the entire elemental images of 3D object with occlusion by recursive error compensation using PCA reconstruction. The experimental results show that the proposed method provides an effective solution to the problem of partially occluded 3D object recognition.

    Item Type: Conference or Workshop Item (Paper)
    Additional Information: ISSN 1738-611X
    Uncontrolled Keywords: integral imaging, recursive PCA, elemental images, 3D object recognition
    Subjects: Q Science > QA Mathematics > QA76 Computer software
    Divisions: Faculty of Industrial Technology > Informatics Engineering Department
    Depositing User: Admin
    Date Deposited: 12 Feb 2015 18:16
    Last Modified: 16 Feb 2015 17:04
    URI: http://repository.petra.ac.id/id/eprint/16964

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