The Influence of Image Normalization 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 aim to assess the impact of six different normalization methods in the cl...

ver descrição completa

Detalhes bibliográficos
Autor principal: Perre, Ana Catarina (author)
Outros Autores: Alexandre, Luís (author), Freire, Luís (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2020
Assuntos:
Texto completo:http://hdl.handle.net/10400.6/8237
País:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/8237