{"title":"一年级视障学生“阅读普通话教材”的文本字符串检测","authors":"Ching-Ching Cheng, Teng-Hui Tseng, Chun-Ming Tsai","doi":"10.1109/ICMLC.2014.7009145","DOIUrl":null,"url":null,"abstract":"A text string detection method is proposed to help visually impaired first grade pupils read mandarin textbooks. To detect the actual text in view, and recognizing that a textbook is normally held open with both hands, the proposed method sequentially detects seeing a textbook, and then detects skin colors, index fingers and thumbs, text string region, and text strings. Experimental results show that the proposed method performs better than conventional two frame differencing methods. Furthermore, the proposed method reduces time complexity and has 98.5% text string total detection rate for the experimental videos.","PeriodicalId":335296,"journal":{"name":"2014 International Conference on Machine Learning and Cybernetics","volume":"404 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Text string detection for the first grade visually impaired pupils “reading mandarin textbooks”\",\"authors\":\"Ching-Ching Cheng, Teng-Hui Tseng, Chun-Ming Tsai\",\"doi\":\"10.1109/ICMLC.2014.7009145\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A text string detection method is proposed to help visually impaired first grade pupils read mandarin textbooks. To detect the actual text in view, and recognizing that a textbook is normally held open with both hands, the proposed method sequentially detects seeing a textbook, and then detects skin colors, index fingers and thumbs, text string region, and text strings. Experimental results show that the proposed method performs better than conventional two frame differencing methods. Furthermore, the proposed method reduces time complexity and has 98.5% text string total detection rate for the experimental videos.\",\"PeriodicalId\":335296,\"journal\":{\"name\":\"2014 International Conference on Machine Learning and Cybernetics\",\"volume\":\"404 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-07-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 International Conference on Machine Learning and Cybernetics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMLC.2014.7009145\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Machine Learning and Cybernetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLC.2014.7009145","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Text string detection for the first grade visually impaired pupils “reading mandarin textbooks”
A text string detection method is proposed to help visually impaired first grade pupils read mandarin textbooks. To detect the actual text in view, and recognizing that a textbook is normally held open with both hands, the proposed method sequentially detects seeing a textbook, and then detects skin colors, index fingers and thumbs, text string region, and text strings. Experimental results show that the proposed method performs better than conventional two frame differencing methods. Furthermore, the proposed method reduces time complexity and has 98.5% text string total detection rate for the experimental videos.