ML Anthology

A Human vs. Machine Challenge in Fashion Color Classification

Costantino Grana, Daniele Borghesani, Rita Cucchiara
ECCV 2012 pp. 631-634
doi:10.1007/978-3-642-33885-4_69 /eccv/2012/grana2012eccv-human/

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.

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Cite

Text

Grana et al. "A Human vs. Machine Challenge in Fashion Color Classification." European Conference on Computer Vision, 2012. doi:10.1007/978-3-642-33885-4_69

Markdown

[Grana et al. "A Human vs. Machine Challenge in Fashion Color Classification." European Conference on Computer Vision, 2012.](https://mlanthology.org/eccv/2012/grana2012eccv-human/) doi:10.1007/978-3-642-33885-4_69

BibTeX

@inproceedings{grana2012eccv-human,
  title     = {{A Human vs. Machine Challenge in Fashion Color Classification}},
  author    = {Grana, Costantino and Borghesani, Daniele and Cucchiara, Rita},
  booktitle = {European Conference on Computer Vision},
  year      = {2012},
  pages     = {631-634},
  doi       = {10.1007/978-3-642-33885-4_69},
  url       = {https://mlanthology.org/eccv/2012/grana2012eccv-human/}
}