15. The apparatus of claim 10 , wherein the probabilities of the plurality of gesture elements appearing next to each other in a temporal order or sequence is determined by utilizing a deep neural network.
10. An apparatus for recognizing gesture, comprising: one or more gesture capturing sensors; a raw data capture block configured to generate raw data of a gesture from the gesture capturing sensors; a gesture elements categorizing block configured to categorize the raw data into a plurality of gesture elements and to recategorize the raw data into different gesture elements based on a contextual dependency between the plurality of gesture elements, wherein each gesture element corresponds to a predetermined movement identified from the raw data; a contextual dependency determining block configured to determine a contextual dependency between the plurality of gesture elements, wherein the contextual dependency comprises probabilities of the plurality of gesture elements appearing next to each other in a temporal order or sequence; and a gesture recognition block configured to recognize the gesture based on the determined gesture elements.