Abstract: In order to enhance the efficiency and the accuracy of dynamic hand gesture recognition based on HMM method, for the computation's high complexity of HMM method in the training stage, a new HMM algorithm based on the dynamic programming was presented. It makes improvement to the HMM algorithm's training stage, and will enhance the accuracy and timeliness in human-robot interaction.

Key words: Dynamic hand gesture recognition, HMM, Dynamic programming