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Sketch diffusion: A sketch-drawing optimization method via diffusion model

delete2026-07-03
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PRE
AI
H
Huaning Liu
郭靖 cover
郭靖 (Jing Guo)
K
Kai Wang
S
S. Yang
W
Wen Guo
Y
Yongzhen Ke *
DOI:10.1016/j.imavis.2026.106106delete
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Abstract

Abstract

En 中文
• Proposed novel feature extraction to separate content and sketch traits in portrait sketches. • Developed three-stage training with contrastive learning and feature loss. • Preserves sketches enhancing framework, overcoming current AI limitations in art guidance. • Built large-scale dataset to resolve scarcity and inconsistency in sketch research.

Journal

Image and Vision Computing cover
Image and Vision Computing
IF:
4.2
Papers:
4.0K
Citations:
6.7K

Organization

T
tiangong university
Scholars:
2.3K
Papers: 716
Citations: 0