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)

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

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.

Original language	English
Pages (from-to)	1446-1450
Number of pages	5
Journal	Journal of Communications Technology and Electronics
Volume	59
Issue number	12
DOIs	https://doi.org/10.1134/S1064226914120146
State	Published - 13 Dec 2014

Keywords

circular window
fast algorithm
histogram of oriented gradients
image matching

Access to Document

10.1134/S1064226914120146

Cite this

@article{533cedcc400643128df1f014cfea7df4,

title = "A novel image matching algorithm based on sliding histograms of oriented gradients",

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.",

keywords = "circular window, fast algorithm, histogram of oriented gradients, image matching",

author = "D. Miramontes-Jaramillo and Kober, {V. I.} and D{\'i}az-Ram{\'i}rez, {V. H.} and Karnaukhov, {V. N.}",

note = "Publisher Copyright: {\textcopyright} 2014, Pleiades Publishing, Inc.",

year = "2014",

month = dec,

day = "13",

doi = "10.1134/S1064226914120146",

language = "Ingl{\'e}s",

volume = "59",

pages = "1446--1450",

journal = "Journal of Communications Technology and Electronics",

issn = "1064-2269",

number = "12",

}

TY - JOUR

T1 - A novel image matching algorithm based on sliding histograms of oriented gradients

AU - Miramontes-Jaramillo, D.

AU - Kober, V. I.

AU - Díaz-Ramírez, V. H.

AU - Karnaukhov, V. N.

PY - 2014/12/13

Y1 - 2014/12/13

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.

KW - circular window

KW - fast algorithm

KW - histogram of oriented gradients

KW - image matching

UR - http://www.scopus.com/inward/record.url?scp=84918568568&partnerID=8YFLogxK

U2 - 10.1134/S1064226914120146

DO - 10.1134/S1064226914120146

M3 - Artículo

SN - 1064-2269

VL - 59

SP - 1446

EP - 1450

JO - Journal of Communications Technology and Electronics

JF - Journal of Communications Technology and Electronics

IS - 12

ER -

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

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this