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Robustness analysis of the reduced fuzzy texture spectrum and its performance on noisy images

Autor
Sobrevilla, P.; Montseny, E.; Barcelo, A.
Tipus d'activitat
Article en revista
Revista
Advances in imaging and electron physics
Data de publicació
2013
Volum
179
Pàgina inicial
263
Pàgina final
290
DOI
https://doi.org/10.1016/B978-0-12-407700-3.00004-1 Obrir en finestra nova
Resum
In a previous study, we introduced the fuzzy texture spectrum (FTS) as a texture spectrum (TS)-based method, where a given texture was characterized by its associated spectrum using fuzzy techniques. It allowed for the definition of a spectrum that was more likely to be visible to human perception. Afterward, with the aim of improving the computational efficiency of the FTS, we modified it by grouping in the same class all the texture units differing by rotations of 45 degrees. In the original T...
Paraules clau
Texture spectrum (TS), fuzzy texture spectrum (FTS), image texture identification/classification, information theory, similarity and dissimilarity measures, texture analysis
Grup de recerca
ICAIB - Grup de Recerca en Intel ligència Computacional per a l'Anàlisi d'Imatge Biomèdica

Participants

  • Sobrevilla Frison, Pilar  (autor)
  • Montseny Masip, Eduard  (autor)
  • Barcelo, Aina  (autor)