A novel image matching algorithm based on sliding histograms of oriented gradients

D. Miramontes-Jaramillo; V. I. Kober; V. H. Díaz-Ramírez; V. N. Karnaukhov

doi:10.1134/S1064226914120146

A novel image matching algorithm based on sliding histograms of oriented gradients

D. Miramontes-Jaramillo, V. I. Kober, V. H. Díaz-Ramírez, V. N. Karnaukhov

Centro de Investigación y Desarrollo de Tecnología Digital (CITEDI)

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

7 Citas (Scopus)

Resumen

A novel algorithm for image matching based on recursive calculation of histograms of oriented gradients over several circular sliding windows and pyramidal image decomposition is presented. The algorithm gives good results for geometrically distorted and scaled scene images. The results of computer simulation obtained with the proposed algorithm are compared to those of available algorithms in terms of matching accuracy and processing time.

Idioma original	Inglés
Páginas (desde-hasta)	1446-1450
Número de páginas	5
Publicación	Journal of Communications Technology and Electronics
Volumen	59
N.º	12
DOI	https://doi.org/10.1134/S1064226914120146
Estado	Publicada - 13 dic. 2014

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abstract = "A novel algorithm for image matching based on recursive calculation of histograms of oriented gradients over several circular sliding windows and pyramidal image decomposition is presented. The algorithm gives good results for geometrically distorted and scaled scene images. The results of computer simulation obtained with the proposed algorithm are compared to those of available algorithms in terms of matching accuracy and processing time.",

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AU - Karnaukhov, V. N.

PY - 2014/12/13

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N2 - A novel algorithm for image matching based on recursive calculation of histograms of oriented gradients over several circular sliding windows and pyramidal image decomposition is presented. The algorithm gives good results for geometrically distorted and scaled scene images. The results of computer simulation obtained with the proposed algorithm are compared to those of available algorithms in terms of matching accuracy and processing time.

AB - A novel algorithm for image matching based on recursive calculation of histograms of oriented gradients over several circular sliding windows and pyramidal image decomposition is presented. The algorithm gives good results for geometrically distorted and scaled scene images. The results of computer simulation obtained with the proposed algorithm are compared to those of available algorithms in terms of matching accuracy and processing time.

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KW - image matching

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A novel image matching algorithm based on sliding histograms of oriented gradients

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