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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Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 27(2021), 8 vom: 21. Aug., Seite 3558-3570
Auteur principal: Zhou, Wen (Auteur)
Autres auteurs: Jia, Jinyuan, Jiang, Wenying, Huang, Chenxi
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article Research Support, Non-U.S. Gov't