CAJ | 학술논문

车型的识别问题是典型的目标识别问题,根据生物视觉与模式识别理论,对车辆车型的检测与识别进行了研究,提出了基于最小错误概率的特征显著性车型识别算法.该算法对车型的多个特征进行显著性比较,对较显著的特征赋予较大的权值,然后对多特征的识别结果进行融合处理.实验结果表明该算法对车型的识别具有较高的识别率.
차형적식별문제시전형적목표식별문제,근거생물시각여모식식별이론,대차량차형적검측여식별진행료연구,제출료기우최소착오개솔적특정현저성차형식별산법.해산법대차형적다개특정진행현저성비교,대교현저적특정부여교대적권치,연후대다특정적식별결과진행융합처리.실험결과표명해산법대차형적식별구유교고적식별솔.
Vehicle type recognition is typical target recognition.According to biological vision and pattern recognition theory,the detection and recognition of vehicle type were researched.so a novel method based on feature salience was presented to recognize vehicle type.Firstly,this algorithm extracts the multi-features of vehicle type and compares their salience.Then,the more salient feature was put larger power.Finally,the salient features were fused to recognize the vehicle type.The experimental results show that the algorithm has better identify rate.