Human Activity recognition using Matlab

a single camera used to recognize the human activity (standing, walking, seating or lying) inside the room.

the system should use optical flow and silhouette features with suitable local descriptor and then neural network for training and testing and classification.

The system should work in real time to find out the activity by using Matlab.

if you have any improvement on the above plan, I will be happy to hear that.

Thanks