Hand tracking method based on interactive behavioral analysis
Jiang Yan · Computer Integrated Manufacturing Systems · 2012
To solve the high dimensionality problem in hand tracking research,a hand tracking algorithm was proposed based on interactive behavioral analysis.The analysis and modeling of interactive behavior based on hand gesture was discussed,and four stages behavior predicting models of handles' gesture were built.The general rules or key features of gesture interaction was revealed,and the concrete method as well as process to build behavior model were given.And then,the proposed model's hand tracking and interactive algorithms were studied.The mathematical methods were used to describe the segmented prediction models,and a multi-channel sampling as well as predicting hand tracking algorithm were proposed.Comparing with several related algorithms,the hand tracking's speed and accuracy were improved by using proposed algorithm.