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Image classification by addition of spatial information based on histograms of orthogonal vectors

The Bag-of-Visual-Words (BoVW) model is widely used for image classification, object recognition and image retrieval problems. In BoVW model, the local features are quantized and 2-D image space is represented in the form of order-less histogram of visual words. The image classification performance...

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Detalles Bibliográficos
Autores principales: Zafar, Bushra, Ashraf, Rehan, Ali, Nouman, Ahmed, Mudassar, Jabbar, Sohail, Chatzichristofis, Savvas A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5993303/
https://www.ncbi.nlm.nih.gov/pubmed/29883455
http://dx.doi.org/10.1371/journal.pone.0198175