Intelligent video monitoring system and performance test method of algorithm thereof

The invention provides an intelligent video monitoring system and a performance test method of an algorithm thereof. The test method is completed by a test system composed of a reference data generation unit, a reference data calibration unit, a reference data storage unit, a reference data playing unit, a detection result input unit, a detection result and reference comparing unit, a performanceindex calculation unit, a result output unit and a scheduling server. The method for testing the intelligent video system or the algorithm comprises the following steps: firstly establishing a reference database for testing, and sequentially performing reference data generation, calibration and storage on a video for testing; then selecting the test video, performing function detection on the tested system or the tested algorithm on the selected test video, and storing a detection result as an XML file with a specified format; and finally comparing the file with the reference data corresponding to the video, and outputting a comparison and evaluation result in a text and graphics mode.