Publication de 12 numéros par an
ISSN Imprimer: 0040-2508
ISSN En ligne: 1943-6009
Indexed in
HASHING OF STRUCTURAL DESCRIPTIONS AT BUILDING OF THE CLASS IMAGE DESCRIPTOR, COMPUTING OF RELEVANCE AND CLASSIFICATION OF THE VISUAL OBJECTS
RÉSUMÉ
The problem of classification of visual objects on the space of the descriptor features of the image key points is solved with application of data hashing to the image description. The efficiency of application of options of the hashing functions is analyzed at building of the class descriptor as a generalized image of the etalon and at determining the level of relevance for the binary descriptions. Experimental estimation of the time for computing the hash-functions and determining the relevance for the hashed images as compared to the traditional voting approach is performed by means of the program simulation. The efficiency of application of hash-processing of data is confirmed in terms of a substantial increase of the performance parameter.
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Daradkeh Yousef Ibrahim, Gorokhovatskyi Volodymyr, Tvoroshenko Iryna, Zeghid Medien, Tools for Fast Metric Data Search in Structural Methods for Image Classification, IEEE Access, 10, 2022. Crossref