Image Normalization Influence in Mammographic Classification with CNNs

In order to improve the performance of Convolutional Neural Networks (CNN) in the classification of mammographic images, many researchers choose to apply a normalization method during the pre-processing stage. In this work, we aimed to assess the impact of 6 different normalization methods in the cl...

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Bibliographic Details
Main Author: Perre, Ana Catarina (author)
Other Authors: Alexandre, Luís (author), Freire, Luís C. (author)
Format: conferenceObject
Language:eng
Published: 2020
Subjects:
Breast Cancer
Mammography
Image Normalization
Convolutional Neural Networks
Support Vector Machine
Online Access:http://hdl.handle.net/10400.6/8159
Country:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/8159

Internet

http://hdl.handle.net/10400.6/8159

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