A parallel nonlinear adaptive enhancement algorithm for low- or high-intensity color images

This article addresses the problem of color image enhancement for images with low or high intensity and poor contrast (LIPC or HIPC). A parallel nonlinear adaptive enhancement (PNAE) algorithm using information from local neighborhood is presented to resolve the problem in parallel. The PNAE algorit...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:EURASIP journal on advances in signal processing Jg. 2014; H. 1
Hauptverfasser: Zhou, Zhigang, Sang, Nong, Hu, Xinrong
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Cham Springer International Publishing 16.05.2014
Schlagworte:
Engineering
Quantum Information Technology
Signal,Image and Speech Processing
Spintronics
Statistics of visual representation
Low intensity
Parallel
High intensity
Adaptive enhancement
ISSN:1687-6180, 1687-6180
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:This article addresses the problem of color image enhancement for images with low or high intensity and poor contrast (LIPC or HIPC). A parallel nonlinear adaptive enhancement (PNAE) algorithm using information from local neighborhood is presented to resolve the problem in parallel. The PNAE algorithm consists of three steps. First, a red-green-blue (RGB) color image is converted to an intensity image, then an adaptive intensity adjustment with local contrast enhancement is parallelly performed, and finally, colors are restored. The PNAE algorithm can be adjusted to control the level of enhancement on the overall lightness and the contrast achieved at the output separately. Most of the parameters used in PNAE are robust for LIPC and HIPC color image enhancement. Experimental results show that PNAE outperforms two popular methods in both computational efficiency and overall content preservation of image while improving local contrast for LIPC and HIPC image enhancement.
ISSN:1687-6180
1687-6180
DOI:10.1186/1687-6180-2014-70