With the use of the Gustafson Kessel [7] fuzzy classifier, 8 regions are shaped, which are then used in order to quantize the values of the 192 FCTH factors in the interval {0-7}, limiting thus the length of the descriptor in 576 bits per image.
Assume, for example, that the classification assigned this block to the second bin that defines low energy horizontal action. Next, the same block is trans- ported in the HSV color space and the mean H, S and V block values are calculated. These values constitute inputs in the fuzzy system that shapes the fuzzy 10- bins histogram described in section 2. Assume again, that the classification assigned this block to the fourth bin that defines that the color is red. Then, the second fuzzy system, using the mean values of S and V as well as the value of the bin (or bins) resulting from the 10- bins fuzzy linking system, calculates the hue of the color and shapes the fuzzy 24-bins histogram. Assume again that the system classifies this block in the fourth bin which defines that color is the dark red.The combination of the 3 fuzzy systems finally will classify the block in the 27th bin (1 × 24 + 3)
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Exception in thread "main" java.lang.OutOfMemoryError: Java heap spaceat net.semanticmetadata.lire.imageanalysis.correlogram.DynamicProgrammingAutoCorrelogramExtraction.extract(DynamicProgrammingAutoCorrelogramExtraction.java:120)at net.semanticmetadata.lire.imageanalysis.correlogram.DynamicProgrammingAutoCorrelogramExtraction.main(DynamicProgrammingAutoCorrelogramExtraction.java:251)Java Result: 1BUILD SUCCESSFUL (total time: 3 seconds)
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