Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Computerized Flow Field Analysis: Oriented Texture Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometric Identification through Hand Geometry Measurements
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Space Theory in Computer Vision
Scale-Space Theory in Computer Vision
Object classification and recognition using Toeplitz matrices
Artificial intelligence and security in computing systems
Multimodal Hand-Palm Biometrics
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Hand gesture recognition using gabor and radon transform with invariant moment features
CSECS '10 Proceedings of the 9th WSEAS international conference on Circuits, systems, electronics, control & signal processing
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A new algorithm for human recognition by hand-palm images is presented in this paper. The suggested approach is based on characteristics of the minimal eigenvalues obtained from Toeplitz matrices for image description. The recognition steps in the algorithm use both classical and new approaches. The achieved results are promising although of not very high rate of classification. The effectiveness of the recognition has achieved 100% in small classes and about 70% in large classes using the new trend of minimal eigenvalues. It reaches, however, a 100% rate of classification following the classical methods of comparison and classification for even bigger classes.