Model-Based Human Recognition—2D and 3D Gait

In this chapter, we propose a kinematic-based approach to recognize individuals by gait using a single camera or multiple cameras for 2D gait recognition where the model is in 3D and the data are in 2D. In addition, we present a 3D gait recognition approach where both the model and the gait data are in 3D. Detailed technical approaches and experimental results are presented for both 2D and 3D gait recognition.

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