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Rajeswari, P.
- Application of Echo State Neural Network in Identification of Microcalcification in Breast
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Authors
Affiliations
1 Mother Teresa Women’s University, Kodaikanal, IN
2 Institute of Technology, Haramaya University, ET
1 Mother Teresa Women’s University, Kodaikanal, IN
2 Institute of Technology, Haramaya University, ET
Source
Digital Image Processing, Vol 8, No 2 (2016), Pagination: 45-50Abstract
This paper presents a combination of wavelet with echo state neural network in identifying the microcalcification (MC) in a mammogram image. Mammogram image is decomposed using Daubauchi wavelet to 5 levels. Statistical features are extracted from the wavelet coefficients. Training of the ESNN/BPA is done using the features as inputs to the network along with a labeling of presence or non-presence of MC. The classification performance of ESNN is compared with back propagation algorithm.