期刊名称:International Journal of Innovative Research in Science, Engineering and Technology
印刷版ISSN:2347-6710
电子版ISSN:2319-8753
出版年度:2017
卷号:6
期号:4
页码:7127
DOI:10.15680/IJIRSET.2017.0604243
出版社:S&S Publications
摘要:Handwritten Text Extraction (HTE) is an emerging technology in image processing. HTE is the wondersof empowering a machine to automatically realize the characters written in a user dialect. Optical character extractionhas turned out to be a standout amongst the best candidates of innovation in the field of pattern recognition andartificial intelligence. In this paper we propose a methodology for extracting and recognizing characters or text usingHistogram of Gradient (HOG) feature extraction and Support Vector Machines (SVM) as classifier. To evaluate theaccuracy of our proposed method we use the ground truth data.
关键词:Handwritten Text Extraction; Histogram of Gradient; Support Vector Machines.