A Long Skip Connection for Enhanced Color Selectivity in CNN Architectures

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...

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Podrobná bibliografie
Hlavní autoři: Oscar Sanchez-Cesteros, Mariano Rincon, Margarita Bachiller, Sonia Valladares-Rodriguez
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2023-08-01
Edice:Sensors
Témata:
color selectivity
skip connections
long skip connection
CNN
VGG16
Densenet121
On-line přístup:https://www.mdpi.com/1424-8220/23/17/7582

Internet

https://www.mdpi.com/1424-8220/23/17/7582

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