Standard

A gradient method for generating facial barcodes. / Kukharev, Georgy; Matveev, Yuri; Shchegoleva, Nadezhda.

в: Communications in Computer and Information Science, Том 436, 01.01.2014, стр. 121-127.

Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование

Harvard

Kukharev, G, Matveev, Y & Shchegoleva, N 2014, 'A gradient method for generating facial barcodes', Communications in Computer and Information Science, Том. 436, стр. 121-127. https://doi.org/10.1007/978-3-319-12580-0_12

APA

Kukharev, G., Matveev, Y., & Shchegoleva, N. (2014). A gradient method for generating facial barcodes. Communications in Computer and Information Science, 436, 121-127. https://doi.org/10.1007/978-3-319-12580-0_12

Vancouver

Kukharev G, Matveev Y, Shchegoleva N. A gradient method for generating facial barcodes. Communications in Computer and Information Science. 2014 Янв. 1;436:121-127. https://doi.org/10.1007/978-3-319-12580-0_12

Author

Kukharev, Georgy ; Matveev, Yuri ; Shchegoleva, Nadezhda. / A gradient method for generating facial barcodes. в: Communications in Computer and Information Science. 2014 ; Том 436. стр. 121-127.

BibTeX

@article{9c301a8498cc4648beff40abe18a4715,
title = "A gradient method for generating facial barcodes",
abstract = "We propose a method for generating standard type linear barcodes from facial images. Our method uses the difference in gradients of image brightness. It involves averaging the gradients into a limited number of intervals, quantization of the results into decimal digits from 0 to 9, and table conversion into the final barcode. The proposed solution is computationally low-cost and does not require the use of any specialized image processing software for generating facial barcodes in mobile systems. Results of tests conducted on the Face94 database show that the proposed method offers a new solution for use in real-world practice. The generated barcodes are stable against changes of scale, pose and mirroring of facial images, as well as changes of facial expressions and shadows on faces from local lighting.",
keywords = "Barcodes, Brightness gradients, Facial images, Mobile Systems",
author = "Georgy Kukharev and Yuri Matveev and Nadezhda Shchegoleva",
year = "2014",
month = jan,
day = "1",
doi = "10.1007/978-3-319-12580-0_12",
language = "English",
volume = "436",
pages = "121--127",
journal = "Communications in Computer and Information Science",
issn = "1865-0929",
publisher = "Springer Nature",

}

RIS

TY - JOUR

T1 - A gradient method for generating facial barcodes

AU - Kukharev, Georgy

AU - Matveev, Yuri

AU - Shchegoleva, Nadezhda

PY - 2014/1/1

Y1 - 2014/1/1

N2 - We propose a method for generating standard type linear barcodes from facial images. Our method uses the difference in gradients of image brightness. It involves averaging the gradients into a limited number of intervals, quantization of the results into decimal digits from 0 to 9, and table conversion into the final barcode. The proposed solution is computationally low-cost and does not require the use of any specialized image processing software for generating facial barcodes in mobile systems. Results of tests conducted on the Face94 database show that the proposed method offers a new solution for use in real-world practice. The generated barcodes are stable against changes of scale, pose and mirroring of facial images, as well as changes of facial expressions and shadows on faces from local lighting.

AB - We propose a method for generating standard type linear barcodes from facial images. Our method uses the difference in gradients of image brightness. It involves averaging the gradients into a limited number of intervals, quantization of the results into decimal digits from 0 to 9, and table conversion into the final barcode. The proposed solution is computationally low-cost and does not require the use of any specialized image processing software for generating facial barcodes in mobile systems. Results of tests conducted on the Face94 database show that the proposed method offers a new solution for use in real-world practice. The generated barcodes are stable against changes of scale, pose and mirroring of facial images, as well as changes of facial expressions and shadows on faces from local lighting.

KW - Barcodes

KW - Brightness gradients

KW - Facial images

KW - Mobile Systems

UR - http://www.scopus.com/inward/record.url?scp=84916241976&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-12580-0_12

DO - 10.1007/978-3-319-12580-0_12

M3 - Article

AN - SCOPUS:84916241976

VL - 436

SP - 121

EP - 127

JO - Communications in Computer and Information Science

JF - Communications in Computer and Information Science

SN - 1865-0929

ER -

ID: 49225077