A New Method for Correcting Vehicle License Plate Tilt

来源 :International Journal of Automation & Computing | 被引量 : 0次 | 上传用户:telecom_god0221
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
In the course of vehicle license plate (VLP) automatic recognition, tilt correction is a very crucial process. According to Karhunen-Loeve (K-L) transformation, the coordinates of characters in the image are arranged into a two-dimensional covariance matrix, on the basis of which the centered process is carried out. Then, the eigenvector and the rotation angle α are computed in turn. The whole image is rotated by -α. Thus, image horizontal tilt correction is performed. In the vertical tilt correction process, three correction methods, which are K-L transformation method, the line fitting method based on K -means clustering (LFMBKC), and the line fitting based on least squares (LFMBLS), are put forward to compute the vertical tilt angle θ. After shear transformation (ST) is imposed on the rotated image, the final correction image is obtained. The experimental results verify that this proposed method can be easily implemented, and can quickly and accurately get the tilt angle. It provides a new effective way for the VLP image tilt correction as well. According to Karhunen-Loeve (KL) transformation, the coordinates of characters in the image are arranged into a two-dimensional covariance matrix, on the based on which the centered process is carried out. Then, the eigenvector and the rotation angle α are computed in turn. The whole image is rotated by -α. In the vertical tilt correction process, three correction methods, which are KL transformation method, the line fitting method based on K -means clustering (LFMBKC), and the line fitting based on least squares (LFMBLS), are put forward to compute the vertical tilt angle θ. ST) is imposed on the rotated image, the final corrected image is obtained. The experimental results that that proposed method can be readily implemented, and can quickly and accurately get the tilt angle. It prov ides a new effective way for the VLP image tilt correction as well.
其他文献
《机械制造》1985年第四期刊登了南京第二机床厂介绍的“简易数控车床自动转位刀架装置”。我厂也将C6136A普通车床改装为简易数控车床,现将我厂的自动转位刀架装置作一介绍
一、前言三座标测量机是近廿年来国际上发展起来的一种新型计量仪器,它能在空间三个座标上测量长度、角度、倾斜度以及各种复杂的几何形状和空间曲面,例如模具、箱体、外壳
一、引言机床在加工时,既要保证达到一定的精度和光洁度,又要有较高的生产效率,这就要求整机具有良好的动态性能。整机的动态性能是由各部件的综合决定的,而机床主轴部件是
你适不适合做美容整形手术,该不该满心地去接受?它带给你的将是阳光和鲜花,还是阴云和雨水?请投入—— Should you not be fit for Cosmetic Surgery? Should not it be acc
失恋性精神抑郁症文/佐义失恋性精神抑郁症患者,大多是一些正在热恋中的青年男女。多由恋爱失败而产生的情绪失落、自卑等精神因素刺激中枢神经系统,使其发生功能紊乱而引起。祖
最近,我看了一本杂志,我对那上面的关于浪漫婚姻的测试题大感迷惑,杂志上写道“你丈夫最后一次买鲜花给你是什么时候?”我左思右想,但就是想不起来,可能5年前我儿子汉南出生
大森等和Habraken曾分别研究了低碳低合金钢中出现的B_Ⅰ型、B_Ⅱ型、B_Ⅲ型贝氏体和粒状贝氏体的特点和形态。我们对低碳Mn-Nb-V和Mn-Mo-Nb-V钢中的贝氏体进行光学显微镜和
我国远洋运输船队总运力位居世界商船队前列,然而在境外注册、悬挂外旗经营的中资船舶比例正在不断上升,从占中国远洋船队总载重吨位的23%,骤升至56%。中资船舶大量悬挂外旗
李煜 南唐后主,擅长琴棋书画而不是治理国家,终叹“故国不堪回首明月中”。刘备 蜀国君主,历史上泪水最多的男人。罗密欧 莎士比亚剧中的痴情男子,为爱情而死。 Li Yu Nan
亚洲发展中国家经济研究所是1958年根据政府决定作为私人性质的科研机构建立起来的。1960年7月,该研究所改组为半官方机构,以对亚洲、非洲、拉丁美洲和大洋洲国家的经济、政