TY - JOUR
T1 - Biometric identification by detecting hand veins in infrared images
AU - Martínez Perales, J. C.
AU - Flores-Carapia, R.
AU - Luna-Benoso, B.
N1 - Publisher Copyright:
© 2015 J. C. Martínez Perales et al.
PY - 2015
Y1 - 2015
N2 - This paper presents a methodology to implement a computational system that can identify people by the geometry of the veins of the dorsal hand from infrared images. The methodology is as follows: First, a prototype is built by a web camera whit infrared LEDs that allow capture infrared images of dorsal hand. Once the images are captured, the image analysis algorithms are applied by digital image processing in order to segment regions of interest. Once segmented images are obtained characteristics and the pattern representing each input image is formed. Since the input pattern for each image is obtained respectively, associative memory model based on cellular automata model responsible for pattern classification is constructed.
AB - This paper presents a methodology to implement a computational system that can identify people by the geometry of the veins of the dorsal hand from infrared images. The methodology is as follows: First, a prototype is built by a web camera whit infrared LEDs that allow capture infrared images of dorsal hand. Once the images are captured, the image analysis algorithms are applied by digital image processing in order to segment regions of interest. Once segmented images are obtained characteristics and the pattern representing each input image is formed. Since the input pattern for each image is obtained respectively, associative memory model based on cellular automata model responsible for pattern classification is constructed.
KW - Biometrics
KW - Digital image processing
KW - Geometry veins dorsal hand
KW - Image segmentation
KW - Spatial domain methods
UR - http://www.scopus.com/inward/record.url?scp=84952017524&partnerID=8YFLogxK
U2 - 10.12988/ces.2015.57210
DO - 10.12988/ces.2015.57210
M3 - Artículo
SN - 1313-6569
VL - 8
SP - 1419
EP - 1432
JO - Contemporary Engineering Sciences
JF - Contemporary Engineering Sciences
IS - 29-32
ER -