Complex ensemble empirical mode decomposition and alpha-rooting for image contrast enhancement

Somayeh Bakhtiari; Sos Agaian; Mo Jamshidi

doi:10.1117/12.887424

31 May 2011 Complex ensemble empirical mode decomposition and alpha-rooting for image contrast enhancement

Somayeh Bakhtiari, Sos Agaian, Mo Jamshidi

Author Affiliations +

Proceedings Volume 8063, Mobile Multimedia/Image Processing, Security, and Applications 2011; 806313 (2011) https://doi.org/10.1117/12.887424
Event: SPIE Defense, Security, and Sensing, 2011, Orlando, Florida, United States

Abstract

This paper presents a new image contrast enhancement method based on the complex Ensemble Empirical Mode Decomposition (EEMD) and alpha-rooting approaches. The new scheme also takes advantage of Fourier transform properties and complex Intrinsic Mode Functions (IMFs). The experimental results show that the images obtained by this combination are more appealing than the best results yielded by classical alpha-rooting technique. This algorithm is tested on the medical images, hazy aerial images and other low contrast images.

Citation Download Citation

Somayeh Bakhtiari, Sos Agaian, and Mo Jamshidi "Complex ensemble empirical mode decomposition and alpha-rooting for image contrast enhancement", Proc. SPIE 8063, Mobile Multimedia/Image Processing, Security, and Applications 2011, 806313 (31 May 2011); https://doi.org/10.1117/12.887424

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