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Titlebook: Image Analysis and Recognition; 9th International Co Aurélio Campilho,Mohamed Kamel Conference proceedings 2012 Springer-Verlag Berlin Heid

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A Mixture of Experts Approach to Multi-strategy Image Quality Assessmentrategies when assessing image quality, where the effect from each strategy on the final quality prediction is conditioned on the quality level of the test image. To date, how to optimally combine multiple strategies into a final quality prediction remains an unsolved problem, especially when more th
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On the Detection of Unknown Locally Repeating Patterns in Imagesk and we have shown that, using a compression based approach, it is possible to find exact repetitions. In this work, we continue this study, introducing a procedure for detecting unknown repeated patterns that occur in a close vicinity. We use finite-context modelling to pinpoint the possible locat
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Localized Graph-Based Feature Selection for Clusteringich each node corresponds to a feature, and each edge has a weight corresponding to the mutual information (MI) between features connected by that edge, ii) we then perform dominant set clustering for the graphs to select a highly coherent set of features, iii) we further refine the selected feature
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Self-similarity of Images in the Wavelet Domain in Terms of ℓ2 and Structural Similarity (SSIM) essence, the greater approximability of flat blocks with respect to .. distance is taken into consideration by the SSIM measure. We derive a new form for the SSIM index in terms of wavelet quadtrees and show that wavelet quadtrees are also not as self-similar with respect to SSIM. In an analgous wa
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