A new hybrid model of convolutional neural networks and hidden Markov chains for image classification

Convolutional neural networks (CNNs) have lately proven to be extremely effective in image recognition. Besides CNN, hidden Markov chains (HMCs) are probabilistic models widely used in image processing. This paper presents a new hybrid model composed of both CNNs and HMCs. The CNN model is used for...

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Detalles Bibliográficos
Autores principales: Goumiri, Soumia, Benboudjema, Dalila, Pieczynski, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10230497/
https://www.ncbi.nlm.nih.gov/pubmed/37362578
http://dx.doi.org/10.1007/s00521-023-08644-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10230497/
https://www.ncbi.nlm.nih.gov/pubmed/37362578
http://dx.doi.org/10.1007/s00521-023-08644-4

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