Yayınlanmış 1 Ocak 2015 | Sürüm v1
Konferans bildirisi Açık

Corner Detection by Local Zernike Moments

  • 1. Tubitak, Bilgem, Kocaeli, Turkey
  • 2. MEF Univ, Bilgisayar Muhendisligi Bolumu, Istanbul, Turkey

Açıklama

In this paper, our corner-based interest point detector, Robust Local Zernike Moment based Features (R-LZMF), which was proved to be scale, rotation and translation-invariant, is investigated for invariance against affine transformation, lighting and blurring. Furthermore, R-LZMF's corner detection capability with Zernike moments of order 4 is theoretically explained in detail. Experimental results on the Inria Dataset show that R-LZMF outperforms SIFT, CenSurE, ORB, BRISK and competes with SURF in terms of repeatability for images under affine transformation and photometric deformation such as lighting and blurring.

Dosyalar

bib-909deea7-bb9c-4846-9564-b71cd7d869d4.txt

Dosyalar (152 Bytes)

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md5:05c9f72edb3950e572193d7c178d26a1
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