Abstract

With the rapid development of information science and technology, web based application is everywhere. Designing and implementing the system for human-computer interaction is a hot research area. This work is the part of vision based hand gesture recognition system for Natural Human-Computer Interface. Hand tracking and segmentation are the primary steps for any hand gesture recognition system. The aim of this paper is to develop robust and efficient hand segmentation algorithm where three algorithms for hand segmentation using different color spaces with required morphological processing have were utilized. Hand tracking, and found that the most effective segmentation algorithm to deal with challenges such as skin color detection based on visual system, complex background removal and variable illumination conditions. Our proposed interaction approach could combine the human with the web and related computer application, the experimental analysis illustrates the effectiveness of our methodology.

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