Invention Grant
- 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
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Application No.: US13698169Application Date: 2011-05-26
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Publication No.: US08953875B2Publication 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

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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