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Infrared Image Super Resolution by Combining Compressive Sensing and Deep Learning

Super resolution methods alleviate the high cost and high difficulty in applying high resolution infrared image sensors. In this paper we present a novel single image super resolution method for infrared images by combining compressive sensing theory and deep learning. Low resolution images can be r...

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Detalles Bibliográficos
Autores principales: Zhang, Xudong, Li, Chunlai, Meng, Qingpeng, Liu, Shijie, Zhang, Yue, Wang, Jianyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6111996/
https://www.ncbi.nlm.nih.gov/pubmed/30087286
http://dx.doi.org/10.3390/s18082587