Deep Learning-Based Layout Analysis Method for Complex Layout Image Elements

Deep Learning-Based Layout Analysis Method for Complex Layout Image Elements

The layout analysis of elements is indispensable in graphic design, as effective layout design not only facilitates the delivery of visual information but also enhances the overall esthetic appeal to the audience. The combination of deep learning and graphic design has gradually turned into a popula...

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Bibliographic Details
Main Authors: Yunfei Zhong, Yumei Pu, Xiaoxuan Li, Wenxuan Zhou, Hongjian He, Yuyang Chen, Lang Zhong, Danfei Liu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
DeepLabv3+
image segmentation
poster layout analysis
deep learning
Online Access:https://www.mdpi.com/2076-3417/15/14/7797
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