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Multi-focus image fusion using variance based spatial domain and Wavelet Transform

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3 Author(s)
Sahoo, T. ; ITER, SOA Univ., Bhubaneswar, India ; Mohanty, S. ; Sahu, S.

Image fusion combines information from multiple images of the same scene to get a composite image that is more suitable for human visual perception or further image-processing tasks. In this paper, we present a novel hybrid approach for multi-focus image fusion using traditional Discrete Wavelet Transformation (DWT) and a variance based spatial domain fusion method. Some evaluation measures are suggested and applied to compare our method with those of fusion based on spatial domain method and WT-based one. The PSNR and the correlation function and WT-based one. The PSNR and the correlation coefficient value indicate that the performance of the proposed method is better than others. It also enhances the visual effect.

Published in:

Multimedia, Signal Processing and Communication Technologies (IMPACT), 2011 International Conference on

Date of Conference:

17-19 Dec. 2011