Data augmentation-assisted deep learning of hand-drawn partially colored sketches for visual search.

In recent years, image databases are growing at exponential rates, making their management, indexing, and retrieval, very challenging. Typical image retrieval systems rely on sample images as queries. However, in the absence of sample query images, hand-drawn sketches are also used. The recent adopt...

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Bibliographic Details
Main Authors: Jamil Ahmad, Khan Muhammad, Sung Wook Baik
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0183838&type=printable