Exact(27)
In these cases, conventional techniques with global descriptor are not appropriate.
This intermediate representation is then used to obtain a global descriptor.
Typically, the global descriptor encodes the frequencies of each visual word within the image under consideration.
Like a color histogram, a signature is also a global descriptor of a whole image.
A global descriptor in the form of a set of spatially distributed FVs is created for each reference model.
Although the locally extracted features perform worse than the global descriptor, they carry important information for classification.
Similar(33)
The most relevant global descriptors were selected using the simulated annealing algorithm.
Thus, area-based methods that adopt global descriptors are recommended in this article.
The MPEG-7 family of global descriptors has been widely studied and referenced in the literature.
Thus, local features are reported to perform better in this collection than global descriptors do.
Thus, the former global descriptors gain significantly when localized through the SIMPLE scheme.
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