An approach for moving object recognition based on BPR and CI

作者：Wang, Li; Xu, Lida^*; Liu, Renjing; Wang, Hai Hong

来源：Information Systems Frontiers, 2010, 12(2): 141-148.

DOI：10.1007/s10796-008-9130-3

• Computer vision
• Object recognition
• Information systems
• Enterprise information systems
• Transportation

A recognition and classification method of multiple moving objects in traffic based on the combination of the Biomimetic Pattern Recognition (BPR) and Choquet Integral (CI) is proposed. The recognition process consists of three stages. At the first stage, vehicles and pedestrians are detected in video images and the area, the shape and the velocity features are obtained by classical methods. At the second stage, BPR is used to classify the Zernike moments extracted at the first stage. At the last stage, CI is then adopted for multi-features fusion based on the output of BPR, and the area and the velocity features obtained at the first stage to improve the recognition accuracy. Experiment results show that this approach is efficient.

• 出版日期2010-4
• 单位西安交通大学; 北京航空航天大学; 青岛科技大学; 北京交通大学