Definitions from Wikipedia (Visual Word)

▸ noun:  Visual words, as used in image retrieval systems, refer to small parts of an image that carry some kind of information related to the features (such as the color, shape, or texture) or changes occurring in the pixels such as the filtering, low-level feature descriptors (SIFT or SURF).


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