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Large-scale hyperspectral image compression via sparse representations based on online learning

Ülkü, İrem; Kizgut, Ersin (Univ Zielona Gora Press, 2018-03)

In this study, proximity based optimization algorithms are used for lossy compression of hyperspectral images that are inherently large scale. This is the first time that such proximity based optimization algorithms are ...
Lossy Compressive Sensing Based on Online Dictionary Learning

Ülkü, İrem; Kizgut, Ersin (Slovak Acad Sciences Inst Informatics, 2019)

In this paper, a lossy compression of hyperspectral images is realized by using a novel online dictionary learning method in which three dimensional datasets can be compressed. This online dictionary learning method and ...

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