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Research Notebook

Structural SIMilarity Index Metric (SSIM)

  1. The SSIM Index for Image Quality Assessment.
    Zhou Wang, Alan C. Bovik, Hamid R. Sheikh and Eero P. Simoncelli.

  2. Image Quality Assessment: From Error Visibility to Structural Similarity.
    IEEE Transactions on Image Processing, vol. 13, no. 4, Apr. 2004.

  3. Mean squared error: love it or leave it? - A new look at signal fidelity measures.
    IEEE Signal Processing Magazine, vol. 26, no. 1, pp. 98-117, Jan. 2009.

  4. Image Quality Assessment Techniques on Spatial Domain.
    IJCSt Vol. 2, ISSue 3, September 2011.
    Note: "SSIM is widely used method for measurement of image quality. It works accurately can measure better across distortion types as compared to MSE and PSNR, but fails in case of highly blurred image."

  5. IW-SSIM: Information Content Weighted Structural Similarity Index for Image Quality Assessment.
    Zhou Wang and Qiang Li, "Information Content Weighting for Perceptual Image Quality Assessment," IEEE Transactions on Image Processing, vol. 20, no. 5, pp. 1185-1198, May 2011.

  6. Nikolay Ponomarenko homepage - PSNR-HVS-M download page.
    Nikolay Ponomarenko, Flavia Silvestri, Karen Egiazarian, Marco Carli, Jaakko Astola, Vladimir Lukin, On between-coefficient contrast masking of DCT basis functions, CD-ROM Proceedings of the Third International Workshop on Video Processing and Quality Metrics for Consumer Electronics VPQM-07, Scottsdale, Arizona, USA, 25-26 January, 2007, 4 p.

Tools

SSIM (Structural Similarity)

DSSIM (Structural Dissimilarity)