Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images

Due to the poor lighting condition and limited dynamic range of digital imaging devices, the recorded images are often under-/over-exposed and with low contrast. Most of previous single image contrast enhancement (SICE) methods adjust the tone curve to correct the contrast of an input image. Those m...

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Veröffentlicht in:	IEEE transactions on image processing Jg. 27; H. 4; S. 2049 - 2062
Hauptverfasser:	Cai, Jianrui, Gu, Shuhang, Zhang, Lei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.04.2018
Schlagworte:	convolutional neural network Dynamic range Heuristic algorithms Image sequences Imaging Lighting multi-exposure image fusion Single image contrast enhancement Training Training data
ISSN:	1057-7149, 1941-0042, 1941-0042
Online-Zugang:	Volltext
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