Application of a new invariant moments on image recognition

Xue Qiang Xu*, Bo Wang, Jia Cheng Yu, Wen Bo Wang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

5 Citations (Scopus)

Abstract

A new kind of affine transform-multiscale autoconvolution transform is established, a new invariant moments to call it MSA moments is constructed, and its implementation is given. Three kind of methods for image recognition are put into experiment respectively. The results show that comparing with Flusser moments, MSA moments is invariant for the affine transform in translation, scaling, rotation, zoom and distortion, it is more stable and has a better recognition rate and jamming resistance, it is valuable.

Original languageEnglish
Pages (from-to)580-583
Number of pages4
JournalGuangxue Jishu/Optical Technique
Volume33
Issue number4
Publication statusPublished - Jul 2007

Keywords

  • Applied optics
  • Image recognition
  • Invariant moments
  • MSA moments
  • Stability

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