A Long Skip Connection for Enhanced Color Selectivity in CNN Architectures

Some recent studies show that filters in convolutional neural networks (CNNs) have low color selectivity in datasets of natural scenes such as Imagenet. CNNs, bio-inspired by the visual cortex, are characterized by their hierarchical learning structure which appears to gradually transform the repres...

全面介紹

書目詳細資料
Main Authors: Oscar Sanchez-Cesteros, Mariano Rincon, Margarita Bachiller, Sonia Valladares-Rodriguez
格式: Article
語言:English
出版: MDPI AG 2023-08-01
叢編:Sensors
主題:
在線閱讀:https://www.mdpi.com/1424-8220/23/17/7582