In this paper we present our study concerning a new approach of automatic detection and analysis of body language in which we propose a method for extracting information related to nonverbal communication between persons. Our approach is based on the kinect sensor that processes the image and provides us many image features that we study. The final goal is to provide blind users access to information that is completely hidden.