系统工程与电子技术
繫統工程與電子技術
계통공정여전자기술
SYSTEMS ENGINEERING AND ELECTRONICS
2015年
4期
964-968
,共5页
车速测量%图像匹配%相似性度量%搜索策略
車速測量%圖像匹配%相似性度量%搜索策略
차속측량%도상필배%상사성도량%수색책략
vehicle velocity measurement%image matching%similarity measurement%searching strategy
针对常见车速测量方法存在测速准确性较低、自主性较差和灵活性不足等问题,建立了车载自主测速模型,将车辆的测速问题转化为序列图像的匹配问题;结合车辆运行状态的约束条件和序列图像的成像特点,依次从特征提取、相似性度量、搜索空间和搜索策略等4个方面对序列图像匹配方法进行分析,并设计序列图像匹配算法。仿真结果表明,采用基于二值图像的匹配方法和采用平均绝对误差作为相似性度量函数,保证了较低的运算复杂度,提高了运算效率;提出的图像匹配算法具有较高的匹配精度和匹配速度。最后通过载车试验验证了所提方法的整体有效性和可靠性。
針對常見車速測量方法存在測速準確性較低、自主性較差和靈活性不足等問題,建立瞭車載自主測速模型,將車輛的測速問題轉化為序列圖像的匹配問題;結閤車輛運行狀態的約束條件和序列圖像的成像特點,依次從特徵提取、相似性度量、搜索空間和搜索策略等4箇方麵對序列圖像匹配方法進行分析,併設計序列圖像匹配算法。倣真結果錶明,採用基于二值圖像的匹配方法和採用平均絕對誤差作為相似性度量函數,保證瞭較低的運算複雜度,提高瞭運算效率;提齣的圖像匹配算法具有較高的匹配精度和匹配速度。最後通過載車試驗驗證瞭所提方法的整體有效性和可靠性。
침대상견차속측량방법존재측속준학성교저、자주성교차화령활성불족등문제,건립료차재자주측속모형,장차량적측속문제전화위서렬도상적필배문제;결합차량운행상태적약속조건화서렬도상적성상특점,의차종특정제취、상사성도량、수색공간화수색책략등4개방면대서렬도상필배방법진행분석,병설계서렬도상필배산법。방진결과표명,채용기우이치도상적필배방법화채용평균절대오차작위상사성도량함수,보증료교저적운산복잡도,제고료운산효솔;제출적도상필배산법구유교고적필배정도화필배속도。최후통과재차시험험증료소제방법적정체유효성화가고성。
In order to solve the problems of low precision,dependence and low mobility for common vehicle velocity measurement system,a vehicle-borne autonomous velocity measurement model is designed.Therefore, the problem of vehicle velocity measurement is transformed into sequence image matching.Considering the con-strained parameters of vehicle movement and the characteristics of sequence images,sequence image matching method is analyzed in four aspects of feature extraction,similarity measurement,searching space and searching strategy.Image matching algorithm is also designed.The simulation result shows that the matching method base on binary images and similarity measurement of mean absolute error function ensure computation complexi-ty greatly reduced with a high computation efficiency.And the proposed matching algorithm exhibits a behavior with a high matching precision and speed.The result of vehicular test proves the effectiveness and reliability of the proposed method.