Person identification based on gait using dynamic body parameters

Gait recognition using spatio-temporal silhouette-based features

“…(2) (6) Where (d) is the distance, (i) is the frame number, N is the number of frames in one gait cycle, and STF is the spatiotemporal feature vector that used in gait recognition. …”

“…The lengths and distances between these different parts are measured and used to construct a feature vector for each subject. In [6] dynamic features are proposed for representing the human body, by constructing two different triangles based on three points each; the first triangle used one of the hands with left and right toes; the second used the same hand with left and right heel. The intersection of these two triangles will result a new triangle producing number of triangles in representing one gait cycle.…”

Human gait identification using Kinect sensor

“…However, these kind of recordings face many difficulties in the feature extraction level. Consequently, some researchers locate dot points in manual way on the subject in each frame [5] and [6]. Determining points manually along all these motion based methods is time consuming and complex approach at the feature extraction stage.…”

Gait Recognition with Fuzzy Classification Using Shoulder Body Joint

“…Some methods such as finger prints and face recognition, already proved to be very efficient in human recognition systems [3]. Face, fingerprint recognition, iris recognition can't work well from a large distances as well as on degraded images in present scenario security is one of the challenging issues in all field [1], [3].…”

“…The gait is defined as "Gait is a particular way or manner of moving on foot". Human gait has a unique personal characteristic and cyclic in nature [3]. The main advantage of gait is that no human interference is required.…”