Sketch Augmentation-Driven Shape Retrieval Learning Framework Based on Convolutional Neural Networks

In this article, we present a deep learning approach to sketch-based shape retrieval that incorporates a few novel techniques to improve the quality of the retrieval results. First, to address the problem of scarcity of training sketch data, we present a sketch augmentation method that more closely...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1998. - 27(2021), 8 vom: 21. Aug., Seite 3558-3570
1. Verfasser: Zhou, Wen (VerfasserIn)
Weitere Verfasser: Jia, Jinyuan, Jiang, Wenying, Huang, Chenxi
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article Research Support, Non-U.S. Gov't