标题:A Novel Text Detection Approach Based on Multi-Structure Element of Morphology
作者:Li, Minhua; Bai, Meng
通讯作者:Li, MH
作者机构:[Li, Minhua; Bai, Meng] Shandong Univ Sci & Technol, Elect & Informat Engn Dept, Jinan 250031, Shandong, Peoples R China.
会议名称:International Conference on Industrial Control and Electronics Engineering (ICICEE)
会议日期:AUG 23-25, 2012
来源:2012 INTERNATIONAL CONFERENCE ON INDUSTRIAL CONTROL AND ELECTRONICS ENGINEERING (ICICEE)
出版年:2012
页码:1438-1441
DOI:10.1109/ICICEE.2012.379
关键词:Text detection; Morphology; Multi-structure element; Edge detection
摘要:A novel text detection method based on multi-structure elements of morphology is presented to extract text lines in this paper. Firstly, a multi-structure elements of morphology-based scheme is executed to extract contrast edges from color images. Then connected component analysis and a cascade classification scheme are adopted to obtain candidate text lines. Finally, a projection based method is applied to extract character characteristics to filter out impossible text lines. Experimental results indicate that the proposed method can effectively detect text lines in different font-size, language and background complexity.
收录类别:CPCI-S
资源类型:会议论文
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