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A human vs. machine challenge in fashion color classification

Abstract: For this demo, we present a set of stark applications designed to evaluate the performance of a color similarity retrieval system against human operators performance in the same tasks. The proposed series of tests give some interesting insights about the perception of color classes and the reliability of manual annotation in the fashion context. © 2012 Springer-Verlag.


Grana, C.; Borghesani, D.; Cucchiara, R. "A human vs. machine challenge in fashion color classification" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7585, Florence, ita, pp. 631 -634 , 2012, 2012 DOI: 10.1007/978-3-642-33885-4_69

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