Development of Biological Movement Recognition by Interaction between Active Basis Model and Fuzzy Optical Flow Division

Figure 3

The results of dorsal processing stream obtains through optical flow [25] along with division procedures have been depicted. The resolution of divisions is designed for categorization of actions group to have additional interfere of dorsal and ventral processing streams. It can be a good representative of the interaction on MT, middle temporal of dorsal stream, and V4, ventral stream (for shape and orientation), or the MST area with inferior temporal (IT) (see more details in [32, 33]). The membership function of the action will be estimated from the position of maximum flow in the flow image. Membership values are aggregated through the proposed technique to increase the robustness. The input image of action mentioned in the figures is obtained from KTH human action recognition dataset [39].