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ANALYSIS OF FACIAL CHARACTERISTICS

Yıl 2017, Sayı: 1, 262 - 272, 09.11.2017

Öz

Recently, physiognomic evaluation of human face has been widely
considered in computer based visual applications. This paper presents a facial
character analysis algorithm and its application to a person. This algorithm
has 3-stages:  Initially, face is detected
from images with Viola-Jones algorithm and then crucial facial distance
measurements are measured with Geometric based facial distance measurement
technique. Finally, measured facial distances are evaluated with Physiognomy
science to interpret characteristic properties of the person based on
nose-forehead, mouth-chin and eyes-cheeks facial measurements. The simulation
results show that performed facial character analysis reveals important
information about the character of the experimented person. 

Kaynakça

  • P.VIOLA and M.j.Jones, Robust real time face detection ,international journal of computer vision,57 (2004), Jensen, O. (2008). Implementing the Viola-Jones Face Detection Algorithm. 1st ed. [ebook] Kongens Lyngby. H. Schneiderman, T. Kanade. "A Statistical Method for 3D Object Detection Applied to Faces and Cars". IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2000) Henry A. Rowley, Shumeet Baluja, and Takeo Kanade,“Neural network-based face detection,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, no. 1, pp. 23–38, 1998. Schapire, R. (n.d.). Explaining AdaBoost. 1st ed. [ebook] Princeton. Available at: https://www.cs.princeton.edu/~schapire/papers/explaining-adaboost.pdf [Accessed 30 Nov. 2014]. Siddhesh Angle, Reema Bhagtani, Hemali Chheda, Thadomal Shahani, “Biometrics : A further Echelon Of Security” 1993. Ed.Sharles S, “Major Psychological Assessment Instruments”, New Mark, 1996. Lee Siow Mong, “The Chinese Art of Studying the Head, Face and Hands”, Eagle Trading Sdn Bhd, Malaysia, 1989. M.Chaudhari, S.Sondur, G.Vanjare,”A review of face detection and study of Viola Jones method”.International Journal of Computer Trends and Technology (IJCTT 2015) Paul Viola, Micheal Jones, "Rapid object detection using a Boosted Cascade of Simple features" CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, 2001. Degtyarev, N., & Seredin, O. (2010, June). Comparative testing of face detection algorithms. In International Conference on Image and Signal Processing (pp. 200-209). Springer Berlin Heidelberg. A.Kini, R.Kumar,”Personality Identification using Facial Features”. The International Journal of Engineering and Science (IJES 2014). F. Gongor, O. Tutsoy, “Nao robot makes facial character analysis,” International Journal of Social Robotics. Valstar M. and Pantic M., “Fully Automatic Facial Action Unit Detection and Temporal Analysis,” in Proceedings of IEEE Computer Vision and Pattern Recognition Workshop, New York, pp. 149, 2006. T. Kanade, "Picture Processing System by Computer Complex and Recognition of Human Faces," Kyoto University, Japan, PhD. Thesis 1973. R. Brunelli and T. Poggio, "Face recognition: features versus templates," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.15, pp.1042- 1052, 1993. Lavater, J.C. (1869). Esssays on physiognomy (T. Holcroft, Trans.). London, England: William Tegg. (Original work published 1772). Wells, R.D.B.: Faces we meet and how to read them, Vickers, London, p 14 (1870).
Yıl 2017, Sayı: 1, 262 - 272, 09.11.2017

Öz

Kaynakça

  • P.VIOLA and M.j.Jones, Robust real time face detection ,international journal of computer vision,57 (2004), Jensen, O. (2008). Implementing the Viola-Jones Face Detection Algorithm. 1st ed. [ebook] Kongens Lyngby. H. Schneiderman, T. Kanade. "A Statistical Method for 3D Object Detection Applied to Faces and Cars". IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2000) Henry A. Rowley, Shumeet Baluja, and Takeo Kanade,“Neural network-based face detection,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.20, no. 1, pp. 23–38, 1998. Schapire, R. (n.d.). Explaining AdaBoost. 1st ed. [ebook] Princeton. Available at: https://www.cs.princeton.edu/~schapire/papers/explaining-adaboost.pdf [Accessed 30 Nov. 2014]. Siddhesh Angle, Reema Bhagtani, Hemali Chheda, Thadomal Shahani, “Biometrics : A further Echelon Of Security” 1993. Ed.Sharles S, “Major Psychological Assessment Instruments”, New Mark, 1996. Lee Siow Mong, “The Chinese Art of Studying the Head, Face and Hands”, Eagle Trading Sdn Bhd, Malaysia, 1989. M.Chaudhari, S.Sondur, G.Vanjare,”A review of face detection and study of Viola Jones method”.International Journal of Computer Trends and Technology (IJCTT 2015) Paul Viola, Micheal Jones, "Rapid object detection using a Boosted Cascade of Simple features" CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, 2001. Degtyarev, N., & Seredin, O. (2010, June). Comparative testing of face detection algorithms. In International Conference on Image and Signal Processing (pp. 200-209). Springer Berlin Heidelberg. A.Kini, R.Kumar,”Personality Identification using Facial Features”. The International Journal of Engineering and Science (IJES 2014). F. Gongor, O. Tutsoy, “Nao robot makes facial character analysis,” International Journal of Social Robotics. Valstar M. and Pantic M., “Fully Automatic Facial Action Unit Detection and Temporal Analysis,” in Proceedings of IEEE Computer Vision and Pattern Recognition Workshop, New York, pp. 149, 2006. T. Kanade, "Picture Processing System by Computer Complex and Recognition of Human Faces," Kyoto University, Japan, PhD. Thesis 1973. R. Brunelli and T. Poggio, "Face recognition: features versus templates," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.15, pp.1042- 1052, 1993. Lavater, J.C. (1869). Esssays on physiognomy (T. Holcroft, Trans.). London, England: William Tegg. (Original work published 1772). Wells, R.D.B.: Faces we meet and how to read them, Vickers, London, p 14 (1870).
Toplam 1 adet kaynakça vardır.

Ayrıntılar

Konular Mühendislik
Bölüm Makaleler
Yazarlar

Onder Tutsoy

Fatma Gongor

Yayımlanma Tarihi 9 Kasım 2017
Yayımlandığı Sayı Yıl 2017Sayı: 1

Kaynak Göster

APA Tutsoy, O., & Gongor, F. (2017). ANALYSIS OF FACIAL CHARACTERISTICS. The Eurasia Proceedings of Science Technology Engineering and Mathematics(1), 262-272.