TY - GEN
T1 - Ethnicity Prediction and Classification from Iris Texture Patterns
T2 - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016
AU - Mabuza-Hocquet, Gugulethu Phumzile
AU - Nelwamondo, Fulufhelo
AU - Marwala, Tshilidzi
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2017/3/17
Y1 - 2017/3/17
N2 - The prediction and classification of ethnicity based on iris texture patterns using image processing, artificial intelligence and computer vision techniques is still a recent topic in iris biometrics. While the large body of knowledge and research in iris biometrics has been focused on using iris features for individual recognition and verification, very little work has been focused on using iris texture patterns to determine other demographic attributes of individuals such as ethnicity and gender. The aim of this paper is to consolidate most of the work done by researchers, through delving and comparing the different techniques, algorithms and results achieved over the last decade.
AB - The prediction and classification of ethnicity based on iris texture patterns using image processing, artificial intelligence and computer vision techniques is still a recent topic in iris biometrics. While the large body of knowledge and research in iris biometrics has been focused on using iris features for individual recognition and verification, very little work has been focused on using iris texture patterns to determine other demographic attributes of individuals such as ethnicity and gender. The aim of this paper is to consolidate most of the work done by researchers, through delving and comparing the different techniques, algorithms and results achieved over the last decade.
KW - iris ethnic classification
KW - iris feature extraction
KW - iris textons
KW - iris texture patterns
UR - http://www.scopus.com/inward/record.url?scp=85017286175&partnerID=8YFLogxK
U2 - 10.1109/CSCI.2016.0159
DO - 10.1109/CSCI.2016.0159
M3 - Conference contribution
AN - SCOPUS:85017286175
T3 - Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016
SP - 818
EP - 823
BT - Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016
A2 - Yang, Mary
A2 - Arabnia, Hamid R.
A2 - Deligiannidis, Leonidas
A2 - Deligiannidis, Leonidas
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 15 December 2016 through 17 December 2016
ER -