DocumentCode
3669785
Title
Hand recognition using texture histograms a proposed technique for image acquisition and recognition of the human palm
Author
Luiz Antônio Pereira Neves;Dionei José Müller;Fellipe Alexandre;Pedro Machado Guillen Trevisani;Pedro Santos Brandi;Rafael Junqueira
Author_Institution
Federal University of Paraná
Volume
3
fYear
2014
Firstpage
180
Lastpage
185
Abstract
This paper presents a technique for biometric identification based on image acquisition of the palm of the human hand. A computer system called Palm Print Authentication System (PPAS) was implemented using the technique exposed, it identifies human hand palm by processing image data through texture identification and geometrical data by employing the Local Binary Pattern (LBP) method. The methodology proposed has four steps: image acquisition; image pre-processing (normalization), and segmentation for biometric extraction and hand recognition. The technique has been tested utilizing 50 different images and the tests have proven promising results, showing that the approach is not only robust but also quite efficient.
Keywords
"Histograms","Biometrics (access control)","Image recognition","Data mining","Image segmentation","Cameras","Feature extraction"
Publisher
ieee
Conference_Titel
Computer Vision Theory and Applications (VISAPP), 2014 International Conference on
Type
conf
Filename
7295078
Link To Document