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In this empirical study, we evaluate the impact of the dimensions’ value cardinality (DVC) of image descriptors in each dimension, on the performance of large-scale similarity search. DVCs are inherent characteristics of image descriptors defined for each dimension as the number of distinct...
The challenge of large-scale content-based image retrieval (CBIR) has been recently addressed by many promising approaches. In this work, a new approach that jointly optimizes the search precision and time for large-scale CBIR is presented. This is achieved using binary local image descriptors,...
This paper presents a new method for modeling magnitudes of dual-tree complex wavelet coefficients, in the context of color texture classification. Based on the characterization of dependency between RGB color components, Gaussian copula associated with Generalized Gamma marginal function is...
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