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Unsupervised statistical image segmentation using bi-dimensional hidden Markov chains model with application to mammography images

Hidden Markov chain (HMC) models have been widely used in unsupervised image segmentation. In these models, there is a double process; a hidden one noted X and an observed one, which is often one-dimensional, noted Y. The latter is constituted by pixels of a noisy image after transforming its bi-dim...

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Detalhes bibliográficos
Principais autores: Abdelali Joumad, Abdelmajid El Moutaouakkil, Abdelaziz Nasroallah, Omar Boutkhoum, Furqan Rustam, Imran Ashraf
Formato: Artigo
Idioma:Inglês
Publicado em: Springer 2023-10-01
coleção:Journal of King Saud University: Computer and Information Sciences
Assuntos:
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S1319157823002690
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