Active Learning Plus Deep Learning Can Establish Cost-Effective and Robust Model for Multichannel Image: A Case on Hyperspectral Image Classification

Relying on large scale labeled datasets, deep learning has achieved good performance in image classification tasks. In agricultural and biological engineering, image annotation is time-consuming and expensive. It also requires annotators to have technical skills in specific areas. Obtaining the grou...

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Detalles Bibliográficos
Autores principales: Shi, Fangyu, Wang, Zhaodi, Hu, Menghan, Zhai, Guangtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Letter
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506905/
https://www.ncbi.nlm.nih.gov/pubmed/32887391
http://dx.doi.org/10.3390/s20174975

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7506905/
https://www.ncbi.nlm.nih.gov/pubmed/32887391
http://dx.doi.org/10.3390/s20174975

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