Invention Grant
US08953875B2 Multiscale modulus filter bank and applications to pattern detection, clustering, classification and registration 有权
多尺度滤波器组和应用于模式检测,聚类,分类和注册

  • Patent Title: Multiscale modulus filter bank and applications to pattern detection, clustering, classification and registration
  • Patent Title (中): 多尺度滤波器组和应用于模式检测,聚类,分类和注册
  • Application No.: US13698169
    Application Date: 2011-05-26
  • Publication No.: US08953875B2
    Publication Date: 2015-02-10
  • Inventor: Stephane Mallat
  • Applicant: Stephane Mallat
  • Applicant Address: FR Palaiseau
  • Assignee: Ecole Polytechnique
  • Current Assignee: Ecole Polytechnique
  • Current Assignee Address: FR Palaiseau
  • Agency: Young & Thompson
  • Priority: EP10305565 20100528
  • International Application: PCT/EP2011/058652 WO 20110526
  • International Announcement: WO2011/147925 WO 20111201
  • Main IPC: G06K9/00
  • IPC: G06K9/00 G06K9/46 G06K9/52
Multiscale modulus filter bank and applications to pattern detection, clustering, classification and registration
Abstract:
A digital filter bank having a number J≧1 of stages is disclosed. For each integer j such that 1≦j≦J, the j-th stage includes a plurality of filtering units (20, 21) each receiving an input signal of the j-th stage. These filtering units include a low-pass filtering unit (20) using real filtering coefficients and at least one band-pass filtering unit (21) using complex filtering coefficients. Following each band-pass filtering unit of the j-th stage, a respective modulus processing unit (25) generates a processed real signal as a function of squared moduli of complex output values of the band-pass filtering unit. The input signal of the first stage is a digital signal supplied to the digital filter bank, while for 1
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