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Structural hint-guided colorization network for sketch colorization | Synapse
March 3, 2026
Structural hint-guided colorization network for sketch colorization
YM
Yunjiao Ma
ZH
Zhenzhen He
JX
Jun Xiang
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Key Points
The colorization network improves accuracy in rendering realistic hues in sketches, enhancing visual realism.
Key evidence shows a marked increase in color fidelity, leading to more lifelike images compared to traditional methods.
Assessment utilizes a neural network framework designed for deep learning applications in image processing.
Potential for broader applications in art and design fields is highlighted, addressing a gap in traditional colorization techniques.
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Ma et al. (Thu,) studied this question.
synapsesocial.com/papers/69a7672fbadf0bb9e87dfe91
https://doi.org/https://doi.org/10.1016/j.displa.2026.103373
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