A recognition method research based on the heart sound texture map | Zendy

Huizhong Cheng | Zendy; Xiefeng Cheng | Zendy; Yunyi Li | Zendy; Wei Li | Zendy

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A recognition method research based on the heart sound texture map

Author(s) -

Huizhong Cheng,

Xiefeng Cheng,

Yunyi Li,

Wei Li

Publication year - 2016

Publication title -

aip advances

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.421

H-Index - 58

ISSN - 2158-3226

DOI - 10.1063/1.4953398

Subject(s) - sound (geography) , computer science , texture (cosmology) , heart sounds , acoustics , speech recognition , artificial intelligence , pattern recognition (psychology) , image (mathematics) , medicine , physics , cardiology

In order to improve the Heart Sound recognition rate and reduce the recognition time, in this paper, we introduces a new method for Heart Sound pattern recognition by using Heart Sound Texture Map. Based on the Heart Sound model, we give the Heart Sound time-frequency diagram and the Heart Sound Texture Map definition, we study the structure of the Heart Sound Window Function principle and realization method, and then discusses how to use the Heart Sound Window Function and the Short-time Fourier Transform to obtain two-dimensional Heart Sound time-frequency diagram, propose corner correlation recognition algorithm based on the Heart Sound Texture Map according to the characteristics of Heart Sound. The simulation results show that the Heart Sound Window Function compared with the traditional window function makes the first (S1) and the second (S2) Heart Sound texture clearer. And the corner correlation recognition algorithm based on the Heart Sound Texture Map can significantly improve the recognition rate and reduce the expense, which is an effective Heart Sound recognition method

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