Bonfring International Journal of Advances in Image Processing

Online ISSN: 2277-503X Print ISSN: 2250-1053 Frequency: 4 Issues/Year

Impact Factor: 0.245 | International Scientific Indexing(ISI) calculate based on International Citation Report(ICR)

Efficient Classification of Breast Lesion based on Deep Learning Technique

Bandita Sen and V. Vedanarayanan


Abstract
In this paper, a new method for Classification of Breast Cancer Images using deep Learning Algorithm are proposed. The Classification Algorithm appears as various features extracted from Healthy Breast images and Unhealthy Breast images. The segmentation algorithm is Deep learning and then Classification Tool is ANN (Artificial Neural Network). Algorithms are performed and different features are extracted. The features are Breast Image Mean, Breast Image Standard Deviation, Breast image Peak Signal to Noise Ratio (PSNR), breast image Contrast to Noise Ratio (CNR). ANN tool showing breast image results.
Keywords Deep Learning, Greedy Algorithm, Morphological Operators, Breast Database, ANN Classification Tool
Volume 6
Issue 1
Pages 01-06
Issue Date February , 2016
Full Text
Open Access
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