Image colorization based on transformer

Abstract This paper presents a transformer-based method for colorizing grayscale image. By employing a deep architecture with stacked encoder-decoder layers, the model effectively captures intricate features, significantly improving its expressive capacity. The encoder primarily extracts features fr...

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Bibliographic Details
Main Author: Min Xu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-05485-0
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