APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION

Ahmad Nazri Ali [1]

92 166

This paper presents an extended variant of the local binary pattern (LBP) method to extract the iris feature for iris classification system. The method is called Different Cumulative Bin Local Binary Pattern (DCBLBP) in which the local iris information will be projected into the binary bit and applies global characteristic for features according to the ratio of bit transition along the horizontal axis. The proposed DCBLBP scheme employs the majority bit decision for assigning the bit to the reference elements where the assigned bit is unaffected by the predetermined index number of the pixel block. The results demonstrate a good classification score and show that the features extracted from the proposed DCB_LBP scheme are reliable for iris classification system.

Local Binary Pattern, Support Vector Machines, Iris Classification
  • Reference1 R.P. Ramkumar Mahendra Institute of Technology India rprkvishnu@gmail.com
  • Reference2 Loris Nanni Department of Electronics Information and Systems, University Bologna, Italy loris.nanni@unibo.it
  • Reference3 Izem Hamouchene LRIA Laboratory Computer Science Department USTHB University, Algeria ihamouchene@usthb.dz
Konular Yaşam Bilimleri
Dergi Bölümü Electrical & Electronics Engineering
Yazarlar

Yazar: Ahmad Nazri Ali
Kurum: School of Electrical and Electronic Engineering, University Science Malaysia
Ülke: Malaysia


Bibtex @araştırma makalesi { gujs335018, journal = {Gazi University Journal of Science}, issn = {}, eissn = {2147-1762}, address = {Gazi Üniversitesi}, year = {}, volume = {31}, pages = {126 - 137}, doi = {}, title = {APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION}, key = {cite}, author = {Ali, Ahmad Nazri} }
APA Ali, A . (). APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION. Gazi University Journal of Science, 31 (1), 126-137. Retrieved from http://dergipark.gov.tr/gujs/issue/35772/335018
MLA Ali, A . "APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION". Gazi University Journal of Science 31 (): 126-137 <http://dergipark.gov.tr/gujs/issue/35772/335018>
Chicago Ali, A . "APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION". Gazi University Journal of Science 31 (): 126-137
RIS TY - JOUR T1 - APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION AU - Ahmad Nazri Ali Y1 - 2018 PY - 2018 N1 - DO - T2 - Gazi University Journal of Science JF - Journal JO - JOR SP - 126 EP - 137 VL - 31 IS - 1 SN - -2147-1762 M3 - UR - Y2 - 2017 ER -
EndNote %0 Gazi University Journal of Science APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION %A Ahmad Nazri Ali %T APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION %D 2018 %J Gazi University Journal of Science %P -2147-1762 %V 31 %N 1 %R %U
ISNAD Ali, Ahmad Nazri . "APPLYING THE METHOD OF DIFFERENT CUMULATIVE BIN LOCAL BINARY PATTERN (DCBLBP) TO A SMALL IRIS REGION FOR FEATURES IN IRIS CLASSIFICATION". Gazi University Journal of Science 31 / 1 126-137.