Pattern Recognition And Complexity Metrics Applied Research In Special Populations Training

camera and the staff will watch the screen to judge the effect of target training; however, the staff's energy is limited, they will feel tired and could lose to catch up some key points. In the training, we arrange rational allocation of training time and resources by analyzing the complexity of some operational processes; however, we have not researched in the complexity analysis of the same training in different spatial environments.To solve the above problems, we propose to apply target recognition technology in detecting and keeping statistics of sports training and to integrate the technology in the operation complexity research. We took experiment on dumbbell exercise, by decomposing its steps and combining motion detection and success rate measured by the analysis system to compute the complexity of dumbbell exercise in different space environment.On this basis, we designed Sports training Detection and Analysis System. The system can to obtain information such as time, speed and success rate of the moving target accurately;Using the measure of the entropy complexity to solve a specific failure of disposal process; On the basis of the failure of the disposal process to identify the similarities and differences of the dumbbell exercise and the failure process.In the existing formula, we add the success rate as the impact factor, compare dumbbell exercise on the ground and in space complexity.Detection and analysis system has an important influence on sports training. It can assist the instructor to get the training results of target, so that they can set more scientific and specific training methods of target. As to complexity, comparing the operation complexity in different space allows the staff to have a more profound understanding of the space work, and develop a more scientific and reasonable Workbook in space. Integrated pattern recognition technology in the complexity study is to accomplish the vision that in the future we can use cameras to monitor the operational processes, and automatically run out the data complexity analysis, so that the complexity of any action by the target in space could be evaluated.