Selection of compression test images using variance-based statistical method

Chems El Houda Allaoui, Abdesselam Bassou, Ismahane Benyahia, Mustapha Khelifi

Abstract


In this research paper, we used a variance-based statistical method to select 20 test images, according to these latter types (natural, satellite and medical) among a sample of 300 images (100 natural, 100 satellite and 100 medical). The images selection has been done using parameters of image quality, namely PSNR, MSSIM and VIF, which were applied on three compression algorithms (DWT+SPIHT, JPEG, and JPEG2000).

Keywords


Image compression; Discrete Wavelet Transform; JPEG; JPEG2000; selection algorithm; SPHIT; evaluation parameters

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DOI: http://doi.org/10.11591/ijeecs.v16.i1.pp243-258

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