Intelligent Professional Competitive Basketball Training (IPCBT): from Video based Body Tracking to Smart Motion Prediction

Abstract

Intelligent professional competitive basketball training from the video based body tracking to smart motion prediction is studied in the paper. The research results of human motion analysis can be applied in many fields, such as intelligent monitoring system, virtual reality, human-computer interaction and motion analysis that plays a role in medicine and sports. The window- based human representation model is one of the more commonly used models in current human detection methods. The model represents the core human body as a rectangular area or a combination of several areas with a fixed relative position relationship, and does not describe the details of the human body's limbs and torso in detail. With these modelling steps, the proposed IPCBT is defined. The smart data analysis is applied fore the video information analysis. The robustness of the designed model is provided.