1 华中科技大学 光学与电子信息学院,武汉 430074
2 南昌大学 软件学院,南昌 330047
为了进一步提高现有工业层叠薄型钢板计数方法的精准性和效率,研究基于面阵CCD 图像检测的薄型钢板计数方法。基于CLAHE(Contrast Limited Adaptive Histogram Equalization)原理、二维均值滤波及形态学膨胀腐蚀优化原理,提出了粗背景分离并修正阈值的自适应OTSU 分割算法。针对传统Hough 变换的参数空间峰值点漏检或误检等不足,提出了基于自相关特征分割的参数空间波峰提取算法。实验表明,本文测数方法对0.5 mm 以上规格的层叠钢板堆垛统计准确,实时性强,鲁棒性好。
钢板计数 面阵CCD 背景分离 Hough 变换 steel-plates counting array CCD CLAHE CLAHE background separation OTSU OTSU Hough transform
Author Affiliations
Abstract
Faculty of Information Science and Engineering, Ningbo University, Ningbo 315211
Color inconsistency is an urgent problem to be solved in free viewpoint television. In this letter, a new color correction method is proposed by using disparity vector information. At first, we separate foreground and background from the scene with a method of mean-removed disparity estimation. Then the correction parameters are estimated by adopting linear fitting for foreground and background regions, respectively. Next, with expectation-maximization algorithm, we integrate correction parameters of foreground and background to get the final corrected image. Finally, video tracking technique is performed to correct multi-view video. Experimental results show that the proposed method is quite effective.
多视点图像 颜色校正 视差矢量 前背景分离 期望-最大 110.0110 Imaging systems 100.6890 Three-dimensional image processing 330.1690 Color Chinese Optics Letters
2008, 6(9): 654