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Updated: Jan 15, 2026

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用图形神经网络和组合特征评估包装设计的美学质量评估

Xiaocen Guo1, Sijia Fu2, Di Zhu3

  • 1College of Design, Hanyang University, Ansan-si, 15588, Korea.

Scientific reports
|October 15, 2025
PubMed
概括

本研究引入了一种使用图形神经网络 (GNN) 和图像构成规则的新方法,以客观评估包装设计美学. 拟议的CGA-GNN模型显著提高了评估视觉通信设计质量的准确性和一致性.

关键词:
审美质量评估 审美质量评估构成特征 构成特征 构成特征图表神经网络的神经网络视觉通信设计的设计

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