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In addition, it is hard and time-consuming to design an effective descriptor.
Shape context is commonly applied to describe shapes given silhouettes [34, 35], and have been proven that it is an effective descriptor for human pose estimation [36].
Finally, conclusions are drawn in Section 5. Conventional LBP proposed by Ojala et al. [18] is considered as an effective descriptor for texture classification.
Thus, in this paper, we propose an effective descriptor based on angular radial transform (ART) and polar Hough transform (PHT), which is capable of fulfilling the above requirements.
The results indicate segment saliences as the most effective descriptor for this particular application and confirm the improvement of the contour salience descriptor in comparison with convex contour saliences.
Based on a scaling relations analysis of competing CHO∗ dissociation and CO∗ desorption, O∗ adsorption energy was found to be an effective descriptor of differences in selectivity between CO and CH4 production previously observed on late-transition metal catalysts.
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These are the most effective descriptors for each detector, as reported in their original works.
scaling and does not provide with effective descriptors [43], which are usually computed by using other techniques (e.g., with the SURF method in this paper).
Drug perturbation, cancer and neurodegenerative disease derived transcriptional profiles are shown to be effective descriptors of the underlying biology as they return related drugs and pathologies from SPIED.
Next the texture features are integrated with a local binary pattern, to form an effective texture descriptor with low computational cost, which overcomes the weakness of the single frequency output component of the filter.
For texture features extraction, a low dimensional and computationally effective local descriptor is utilized.
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