TY - GEN
T1 - Hyperspectral imaging for skin recognition and biometrics
AU - Cong, Phuoc Huynh
AU - Antonio, Robles Kelly
PY - 2010
Y1 - 2010
N2 - In this paper, we present a system for automatic spectral signature acquisition and recognition of skin from hyperspectral face imagery. In the acquisition step, hyperspectral cameras are used to capture multispectral or hyperspectral images of faces for skin recognition. The acquired signature may either be stored in a database for future testing or be used for purposes of identification. In the recognition step, the system accounts for variations in the illumination by recovering the light power spectrum in the scene and obtains the scene reflectance by normalising the input image radiance accordingly. Furthermore, incorporated into this system is a Non-Uniform Rational B-Spline (NURBS) compact descriptor of spectral reflectance for recognition purposes. We have employed this system as a profiling tool to classify a real-world multispectral face image database into separate ethnic groups.
AB - In this paper, we present a system for automatic spectral signature acquisition and recognition of skin from hyperspectral face imagery. In the acquisition step, hyperspectral cameras are used to capture multispectral or hyperspectral images of faces for skin recognition. The acquired signature may either be stored in a database for future testing or be used for purposes of identification. In the recognition step, the system accounts for variations in the illumination by recovering the light power spectrum in the scene and obtains the scene reflectance by normalising the input image radiance accordingly. Furthermore, incorporated into this system is a Non-Uniform Rational B-Spline (NURBS) compact descriptor of spectral reflectance for recognition purposes. We have employed this system as a profiling tool to classify a real-world multispectral face image database into separate ethnic groups.
KW - Biometrics
KW - Hyper-spectral imaging
KW - Multi-spectral imaging
KW - NURBS
KW - Reflectance
KW - Skin recognition
UR - http://www.scopus.com/inward/record.url?scp=78651069400&partnerID=8YFLogxK
U2 - 10.1109/ICIP.2010.5654042
DO - 10.1109/ICIP.2010.5654042
M3 - Conference contribution
SN - 9781424479948
T3 - Proceedings - International Conference on Image Processing, ICIP
SP - 2325
EP - 2328
BT - 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings
T2 - 2010 17th IEEE International Conference on Image Processing, ICIP 2010
Y2 - 26 September 2010 through 29 September 2010
ER -