Abstract
In this paper, we use three focus measures for ranking digital images, namely, L2 norm of image gradient, absolute central moment, and spatial frequency. The ranking scores from the focus measures are combined by the sum and product rules to result in the final decision. Experimental results on a photo album demonstrate the proposed method is very useful to users.
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References
Rodden, K.: How Do People Organise Their Photographs? In: Proceedings of the Conference on Human Factors in Computing Systems, Florida, pp. 409–416 (2003)
Platt, J.C., Czerwinski, M., Field, B.A.: PhotoTOC: Automatic Clustering for Browsing Personal Photographs. In: Proceedings of Fourth IEEE Pacific Rim Conference on Multimedia, Singapore, pp. 6–10 (2003)
Al-Otum, H.M.: Qualitative and Quantitative Image Quality Assessment of Vector Quantization. JPEG, and JPEG2000 Compressed Images. J. Elec. Imaging 12, 511–521 (2003)
Avcıbaş, İ., Sankur, B., Sayood, K.: Statistical Evaluation of Image Quality Measures. J. Elec. Imaging 11, 206–223 (2002)
Kittler, J., Hatef, M., Duin, R.P.W., Matas, J.: On Combining Classifiers. IEEE Trans. Patt. Anal. Machine Intell. 20, 226–239 (1998)
Shirvaikar, M.V.: An Optimal Measure for Camera Focus and Exposure. In: Proceedings of 36th IEEE Southeastern Symposium on System Theory, Atlanta, pp. 472–475 (2004)
Eskicioglu, A.M., Fisher, P.S.: Image Quantity Measures and Their Performance. IEEE Trans. Comm. 43, 2959–2965 (1995)
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© 2005 Springer-Verlag Berlin Heidelberg
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Li, S., Chen, G. (2005). Clarity Ranking for Digital Images. In: Wang, L., Jin, Y. (eds) Fuzzy Systems and Knowledge Discovery. FSKD 2005. Lecture Notes in Computer Science(), vol 3614. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11540007_75
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DOI: https://doi.org/10.1007/11540007_75
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28331-7
Online ISBN: 978-3-540-31828-6
eBook Packages: Computer ScienceComputer Science (R0)