International Journal of Electrical, Electronics and Data Communication (IJEEDC)
eISSN:2320-2084 , pISSN:2321-2950
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Mar. 2024
Submitted Papers : 80
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  Journal Paper

Paper Title :
Comparison Of Gait-Face Fused Human Recognition Techniques

Author :Aparna Behara, M.V. Raghunadh

Article Citation :Aparna Behara ,M.V. Raghunadh , (2013 ) " Comparison Of Gait-Face Fused Human Recognition Techniques " , International Journal of Electrical, Electronics and Data Communication (IJEEDC) , pp. 01-05, Volume-1,Issue-5

Abstract : In this paper we have proposed two different techniques for developing a reliable Human Recognition System. The model is developed with the help of real time Open CV and Emgu CV library. In our approach we have made use of two different techniques i.e., Model Based Technique and Holistic Based Technique for extracting two different sets of features. Model Based Technique is used for extracting certain geometric distances related to static and dynamic features from the Face and Gait Biometrics. Holistic based Technique is used for extracting certain statistical features related to the whole image of the person. Finally the feature sets obtained for Face and Gait are fused together using three alternative classification techniques (Bayes / Artificial Neural Networks / Support Vector Machines) and the relative accuracy of these two techniques is tested. Once recognition is done, automatically attendance will be updated in an Excel Sheet along with his photo, name, date and time. Our system can automatically update the Database for the newly enrolled persons. Since gait is captured from a distance, for the convenience of the user we have integrated hand gesture recognition to our system, with the help of which we can use our hand as a virtual mouse and control the GUI from larger distances. We have an another option of controlling the GUI by giving voice instructions to it (eliminating the need of a mouse interface) and our system can speak back to us.

Type : Research paper

Published : Volume-1,Issue-5


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