Hashing of Structural Descriptions at Building of the Class Image Descriptor, Computing of Relevance and Classification of the Visual Objects

Gorokhovatskiy, V. A.; Gorokhovatskiy, А. V.; Peredrii, Ye. О.

Публікація:
Hashing of Structural Descriptions at Building of the Class Image Descriptor, Computing of Relevance and Classification of the Visual Objects

dc.contributor.author	Gorokhovatskiy, V. A.
dc.contributor.author	Gorokhovatskiy, А. V.
dc.contributor.author	Peredrii, Ye. О.
dc.date.accessioned	2022-05-20T21:07:38Z
dc.date.available	2022-05-20T21:07:38Z
dc.date.issued	2018
dc.description.abstract	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-functionsand 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.	uk_UA
dc.identifier.citation	Gorokhovatskiy V. A. Hashing of Structural Descriptions at Building of the Class Image Descriptor, Computing of Relevance and Classification of the Visual Objects / V. A. Gorokhovatskiy, А. V. Gorokhovatskiy, Ye. О. Peredrii // Telecommunications and Radio Engineering. – 2018, Vol. 77 (13), pp. 1159–1168.	uk_UA
dc.identifier.uri	https://openarchive.nure.ua/handle/document/20357
dc.language.iso	en_US	uk_UA
dc.subject	computer vision	uk_UA
dc.subject	structural image recognition	uk_UA
dc.subject	key point descriptors	uk_UA
dc.subject	hashing	uk_UA
dc.title	Hashing of Structural Descriptions at Building of the Class Image Descriptor, Computing of Relevance and Classification of the Visual Objects	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication