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A Trademark Image Retrieval Tool Based on Deep Learning Features by Rubén Manrique; David Duque-Arias is a book available to read on EtoBox.

What is A Trademark Image Retrieval Tool Based on Deep Learning Features about?

In this work, we present the advances in the construction of a trademark image retrieval system using machine learning techniques. This application will be used as a tool by a government entity to identify potential similar trademark images. The similarity is computed via two different types of features: color-based and deepbased features. Furthermore, we included the Pantone color scale as a proxy to identify relevant colors in the image. The algorithm was evaluated using a subset of 5000 images from LLD-Large Logo Dataset (Sage et al., LLD -large logo dataset -version 0.1 [1]), and a ground truth obtained from two surveys applied to users. Based on the NDCG metric, promising results were obtained that validate the set of proposed features. R. Manrique and D. Duque-Arias-Both authors contributed equally.

Author

Rubén Manrique; David Duque-Arias

Publisher

Springer Singapore, Imprint: Springer

Published

2021

Language

EN

ISBN

9789813341838

Subjects

Marketing, Business, Computer Science

Updated

2026-03-24