Tofiq Kazimov, Shafagat Mahmudova1,*, Tugrul Aktas
System of recognition of an accessory of persons to racial and an ethnic group on the basis of photographs
This article is devoted to developing a recognition method of race and ethnicity of individual based on portrait photographs. The reference image is formed based on selected geometric points of the face and a special algorithm for calculating the characteristic parameters of the images available in the database. Next, the original image is compared with the reference images of ethnic groups, and thus, the affiliation of the original image to a specific ethnic group is determined.
Keywords:
Recognition, race, ethnicity ethnic group, racial origin, identification points.,
___
- Adilova L.R. On face recognition//Intellectual systems, vol. 14. Moscow, 2010, pp. 73-84.
- Alberto Del Bimbo, Pietro Pala, Stefano Berretti, Distinguishing Facial Features for Ethnicity-Based 3D Face Recognition // ACM Transactions on Intelligent Systems and Technology (TIST), 2012, pp. 1-20.
- Jingu Heo, M., Savvides, Gender and Ethnicity Specific Generic Elastic Models from a Single 2D Image for Novel 2D Pose Face Synthesis and Recognition // IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 34, 2012, pp. 2341-2350.
- Guangpeng Zhang, Yunhong Wang, Multimodal 2D and 3D Facial Ethnicity Classification // Fifth International Conference on Image and Graphics. China September 20 – 23, 2009.
- Satoshi Hosoi, Erina Takikawa, Masato Kawade, Ethnicity Estimation with Facial Images / Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FG'04), Seoul, Korea, May 17-19, 2004.
- Huaxiong Ding, Liming Chen, Facial ethnicity classification based on boosted local texture and shape descriptions / 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG). Shanghai, China, April 22- 26, 2013.
- Kazımov T.H., Mahmudova Sh.J. About creation of system of computer recognition of people by photographs / Proceedings of the Fifth International Conference on Neural Networks and Artificial Intelligence, May 27-30, 2008, Minsk, pp. 164-167.
- Kyazimov T. G., Mahmudova Sh.Dzh. The Effectiveness Increase of a System of Automatic Biometrical Identification Based on Photo Portraits // Automatic Control and Computer Sciences, 2011,Vol. 45, No. 2, USA, pp. 106–112.
- Mahmudova Sh.J. Definition of weight coefficient of geometric characteristics used for identification of human face on the basis of photo-portrait / Proceedings of the 6th 2011 International Conference on Computer Sciences and Convergence Information Technology, Nov. 29 – Dec. 1, Jeju Island, Republic of Korea, IEEE Press, 2011, pp. 797-802.
- Kazımov T.H., Mahmudova Sh.J. About a Method of Calculation of Importance Degree of Geometrical Characteristics to Identify a Human Face on the Basis of Photo Portraits // Computer Science and Engineering, 2012,Vol. 2, No. 5, USA, pp. 59-62.
- Kazımov T.H., Mahmudova Sh.J. About A Method of Calculation of Importance Degree of Geometrical Characteristics to Identify a Human Face On The Basis Of Photo Portraits / Proceedings of the 7 th IAPR International Conference on Pattern Recognition in Bioinformatics, 2012, November 8-10, Tokyo, pp. 154-160.
- Kazımov T. H., Mahmudova Sh.J. Increase of indicator values of identification systems quality on the recognition of human face on the basis of photoportraits // Intelligent Control and Automation, 2013,Vol. 4, No. 2, USA, pp. 191-198.
- ISSN: 2147-8228
- Yayın Aralığı: Yılda 4 Sayı
- Başlangıç: 2013
- Yayıncı: Selçuk Üniversitesi