A Parallel Adaboost-Backpropagation Neural Network for Massive Image Dataset Classification

Image classification uses computers to simulate human understanding and cognition of images by automatically categorizing images. This study proposes a faster image classification approach that parallelizes the traditional Adaboost-Backpropagation (BP) neural network using the MapReduce parallel pro...

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Detalles Bibliográficos
Autores principales: Cao, Jianfang, Chen, Lichao, Wang, Min, Shi, Hao, Tian, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5131302/
https://www.ncbi.nlm.nih.gov/pubmed/27905520
http://dx.doi.org/10.1038/srep38201

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5131302/
https://www.ncbi.nlm.nih.gov/pubmed/27905520
http://dx.doi.org/10.1038/srep38201

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