利用Sobel算子实现车辆识别

Weihua Wang
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引用次数: 41

摘要

车辆类型识别是计算机模式识别领域的一个活跃课题,由于其具有广泛的应用潜力,近几十年来一直是人们关注的焦点。而边缘检测是车辆类型识别的重要步骤,提出了一种基于Sobel的车辆类型识别方法。讨论了车辆矢量和车辆识别过程。对车载视频进行了实验。结果表明,Sobel算子可以很容易地检测到车辆边缘,并能在短时间内提取出车辆特征。因此,Sobel算子可以很好地用于车辆类型识别。
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Reach on Sobel Operator for Vehicle Recognition
Vehicle type recognition is an active subject in the area of computer pattern recognition, which has been a focus in reach for the last couple of decades because of its wide potential application. And Edge detection is an important step for vehicle type recognition, a vehicle type recognition method based on Sobel was proposed. Also discussed are the vehicle vector and the vehicle recognize process. Experiments have been conducted for vehicle video. The result shows that the vehicle edge could be detected easily by the Sobel operator, and the vehicle feature can be extracted in short time. So, the Sobel operator can be good fit for vehicle type recognition.
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