节点文献
基于曲线拟合的玻璃瓶边缘亚像素检测算法研究
Sub Pixel Edge Detection Algorithm Research of the bottle based on Curve Fitting
【Author】 Liu Chun Zhang Yan(Hefei University of Technology School of Electrical Engineering and Automation,Hefei,Anhui 230039)
【机构】 合肥工业大学电气与自动化学院;
【摘要】 边缘检测一直是计算机视觉和图像处理领域的经典研究课题之一,它是图像处理、图像分析、图像模式识别和计算机视觉研究的基础,其结果的正确性和可靠性将直接影响到机器视觉系统对客观世界的理解。传统边缘检测方法只能达到像素级精度,本文采用曲线拟合的方法对玻璃瓶的图像边缘进行检测,可使边缘检测达到亚像素精度。
【Abstract】 Edge is one of the most fundamental and significant features.Edge detection is always one of the most classical studying projects of computer vision and image processing field.It is one of the fundamental steps in image processing,mage analysis,image patter recognition,and computer vision,as well as in human vision.The correctness and reliability of its results affect directly the comprehension machine system made for objective world.This article adopts the method of curve fitting to make image edge detection of glass bottles getting the sub pixel accuracy that can’t be achieved by the classical edge detection methods and making the edge detection reach the sub pixel accuracy.
【Key words】 curve fitting; edge detection; sub pixel; gradient arithmetic;
- 【会议录名称】 第十七届全国测控计量仪器仪表学术年会(MCMI’2007)论文集(下册)
- 【会议名称】第十七届全国测控计量仪器仪表学术年会(MCMI’2007)
- 【会议时间】2007-10
- 【会议地点】中国福建厦门
- 【分类号】TP391.41
- 【主办单位】电子测量与仪器学报杂志社