Hernán CARRILLO
Hernán CARRILLO
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Analysis of different losses for deep learning image colorization
In this article, we examine how various loss functions impact the process of automatic image colorization. Here, we specifically answer the question, ‘Does the choice of the objective function plays an important role in the colorization results?’.
Coloma Ballester
,
Aurélie Bugeau
,
Hernán CARRILLO
,
Michael Clément
,
Rémi Giraud
,
Lara Raad
,
Patricia Vitoria
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Influence of Color Spaces for Deep Learning Image Colorization
In this article, we examine how various color spaces impact the process of automatic image colorization. Here, we specifically answer the question, ‘Is it crucial to correctly choose the right color space in deep learning-based colorization?’.
Coloma Ballester
,
Aurélie Bugeau
,
Hernán CARRILLO
,
Michael Clément
,
Rémi Giraud
,
Lara Raad
,
Patricia Vitoria
PDF
Cite
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