Deep Colormap Extraction From Visualizations

This article presents a new approach based on deep learning to automatically extract colormaps from visualizations. After summarizing colors in an input visualization image as a Lab color histogram, we pass the histogram to a pre-trained deep neural network, which learns to predict the colormap that...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 12 vom: 12. Dez., Seite 4048-4060
1. Verfasser: Yuan, Lin-Ping (VerfasserIn)
Weitere Verfasser: Zeng, Wei, Fu, Siwei, Zeng, Zhiliang, Li, Haotian, Fu, Chi-Wing, Qu, Huamin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article