@inbook{29455fc09e1c4f53a7a22ccdcc7d2b16,
title = "Classifying textile designs using bags of shapes",
abstract = "The use of region shape descriptors was investigated for categorisation of textile design images. Images were segmented using MRF pixel labelling and the shapes of regions obtained were described with generic Fourier descriptors. Each image was represented as a bag of shapes. A simple yet competitive classification scheme based on nearest neighbour class-based matching was used. Classification performance was compared to that obtained when using bags of SIFT features.",
keywords = "Markov random field, Classification, Region segmentation, Shape descriptors, Textile design",
author = "Wei Jia and McKenna, {Stephen J.}",
year = "2010",
doi = "10.1109/ICPR.2010.81",
language = "English",
isbn = "9780769541099",
series = "International Conference on Pattern Recognition",
publisher = "IEEE Computer Society",
pages = "294--297",
booktitle = "2010 20th International Conference on Pattern Recognition, ICPR 2010",
note = "20th International Conference on Pattern Recognition, ICPR 2010 ; Conference date: 23-08-2010 Through 26-08-2010",
}