EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGES
In the paper a method of generating of standard type linear barcodes from facial images is proposed. The method is based on use of the histogram of facial image brightness, averaging the histogram on a limited number of intervals, quantization of results in a range of decimal numbers from 0 to 9 and...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University)
2014-03-01
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| Series: | Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki |
| Subjects: | |
| Online Access: | http://ntv.ifmo.ru/file/article/9381.pdf |
| _version_ | 1819320218519863296 |
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| author | G. A. Kukharev Y. N. Matveev N. L. Shchegoleva |
| author_facet | G. A. Kukharev Y. N. Matveev N. L. Shchegoleva |
| author_sort | G. A. Kukharev |
| collection | DOAJ |
| description | In the paper a method of generating of standard type linear barcodes from facial images is proposed. The method is based on use of the histogram of facial image brightness, averaging the histogram on a limited number of intervals, quantization of results in a range of decimal numbers from 0 to 9 and table conversion into the final barcode.
The proposed solution is computationally low-cost and not requires the use of specialized software on image processing that allows generating of facial barcodes in mobile systems, and thus the proposed method can be interpreted as an express method. Results of tests on the Face94 and CUHK Face Sketch FERET Databases showed that the proposed method is a new solution for use in the real-world practice and ensures the stability of generated barcodes in changes of scale, pose and mirroring of a facial image, and also changes of a facial expression and shadows on faces from local lighting. The proposed method is based on generating of a standard barcode directly from the facial image, and thus contains the subjective information about a person's face. |
| first_indexed | 2024-12-24T11:16:05Z |
| format | Article |
| id | doaj.art-fee45ae235e44bc3912ebff4008a0428 |
| institution | Directory Open Access Journal |
| issn | 2226-1494 2500-0373 |
| language | English |
| last_indexed | 2024-12-24T11:16:05Z |
| publishDate | 2014-03-01 |
| publisher | Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) |
| record_format | Article |
| series | Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki |
| spelling | doaj.art-fee45ae235e44bc3912ebff4008a04282022-12-21T16:58:23ZengSaint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University)Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki2226-14942500-03732014-03-0114299106EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGESG. A. KukharevY. N. MatveevN. L. ShchegolevaIn the paper a method of generating of standard type linear barcodes from facial images is proposed. The method is based on use of the histogram of facial image brightness, averaging the histogram on a limited number of intervals, quantization of results in a range of decimal numbers from 0 to 9 and table conversion into the final barcode. The proposed solution is computationally low-cost and not requires the use of specialized software on image processing that allows generating of facial barcodes in mobile systems, and thus the proposed method can be interpreted as an express method. Results of tests on the Face94 and CUHK Face Sketch FERET Databases showed that the proposed method is a new solution for use in the real-world practice and ensures the stability of generated barcodes in changes of scale, pose and mirroring of a facial image, and also changes of a facial expression and shadows on faces from local lighting. The proposed method is based on generating of a standard barcode directly from the facial image, and thus contains the subjective information about a person's face.http://ntv.ifmo.ru/file/article/9381.pdfcellular automatagenetic algorithms |
| spellingShingle | G. A. Kukharev Y. N. Matveev N. L. Shchegoleva EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGES Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki cellular automata genetic algorithms |
| title | EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGES |
| title_full | EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGES |
| title_fullStr | EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGES |
| title_full_unstemmed | EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGES |
| title_short | EXPRESS METHOD OF BARCODE GENERATION FROM FACIAL IMAGES |
| title_sort | express method of barcode generation from facial images |
| topic | cellular automata genetic algorithms |
| url | http://ntv.ifmo.ru/file/article/9381.pdf |
| work_keys_str_mv | AT gakukharev expressmethodofbarcodegenerationfromfacialimages AT ynmatveev expressmethodofbarcodegenerationfromfacialimages AT nlshchegoleva expressmethodofbarcodegenerationfromfacialimages |