%0 Journal Article
%T A Novel Machine Learning Based Algorithm to Detect Data Matrix<br>一种新的基于机器学习的2维条形码检测算法
%A HAO Yun-feng
%A QI Fei-hu
%A JIANG Ren-jie
%A HAO Yun-feng
%A QI Fei-hu
%A JIANG Ren-jie
%A HAO Yun-feng
%A QI Fei-hu
%A JIANG Ren-jie
%A <br>郝云峰
%A 戚飞虎
%A 蒋人杰
%J 中国图象图形学报
%D 2007
%I 
%X With the application of Data Matrix in people's daily life and industrial product,the detection of Data Matrix has become very useful.The existing detection algorithm is only suitable for printed paper;it can not be used to detect Data Matrix which is punched on other material surfaces.This paper presents a machine learning based on the method which can detect the Data Matrix on various surfaces.We extend the AdaBoost algorithm to Adaptive-SpatialBoost which can adaptively combine the texture information and spatial connection.The Data Matrix detector trained by this algorithm has achieved 100% detection rate on the test samples in our experiment.
%K data Matrix
%K machine learning
%K Adaptive SpatialBoost
%K multi resolution<br>2维条形码
%K 机器学习
%K 自适应SpatialBoost
%K 多分辨率
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=EBCE4BC49F132B1F&yid=A732AF04DDA03BB3&vid=59906B3B2830C2C5&iid=F3090AE9B60B7ED1&sid=8F23BB34AC8262BD&eid=17D45055623EC4D3&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=0&reference_num=3