{"id":31859,"date":"2018-03-26T11:53:13","date_gmt":"2018-03-26T19:53:13","guid":{"rendered":"https:\/\/ephesoft.com\/docs\/2019-1-2\/moduleplugin-configuration\/page-process-module\/fraud-detection-using-ocr-font-switch\/"},"modified":"2020-07-22T13:25:05","modified_gmt":"2020-07-22T20:25:05","slug":"fraud-detection-using-ocr-font-switch","status":"publish","type":"docs","link":"https:\/\/ephesoft.com\/docs\/products\/transact\/features-and-functions\/administrator\/moduleplugin-configuration\/page-process-module\/recostar-hocr-plugin\/fraud-detection-using-ocr-font-switch\/","title":{"rendered":"Fraud Detection Using OCR Font Switch"},"content":{"rendered":"<p>The<strong> Font Recognition switch<\/strong> has been introduced to detect potential fraud and tampering with processed documents. The HOCR file reflects the font style (Bold, Italics, and Underline) and font size if the Font switch is turned ON in the RECOSTAR_HOCR or NUANCE_HOCR plugins. This allows the user to detect any data that has been manually altered or added to the documents. By default, the Font switch is set to OFF.<\/p>\n<p>For example, the original amount of a field in a document is \u201c1000\u201d and the font size is 11. Assume this value is manually changed to \u201c41000\u201d and the \u201c4\u201d is written in a size 12 font. The system will recognize the font size and style in the HOCR file. This will help the user identify that the document has been tampered with.<\/p>\n<p><strong><em>Note: <\/em><\/strong><em>Tesseract does not provide any information on font detection. This feature is available only in the Recostar and Nuance OCR engines.<\/em><\/p>\n<p><strong>The following changes have been made to implement this feature:<\/strong><\/p>\n<ul>\n<li>The HOCR schema has been revamped to include font information from the data fetched by the Recostar and Nuance OCR engines.<\/li>\n<li>ON\/OFF switches have been added to the RECOSTAR_HOCR and NUANCE_HOCR plugins which the user can configure to retrieve font information.<\/li>\n<li>The following Web Services have been modified to include font information in the HOCR file:\n<ul>\n<li>ocrClassifyExtract<\/li>\n<li>initiateOCRClassifyExtractService<\/li>\n<li>OcrClassifyExtractSearchablePDF<\/li>\n<li>executeMobileUpload<\/li>\n<li>extractFieldFromHocr<\/li>\n<li>extractKV<\/li>\n<li>classifyImage<\/li>\n<li>classifyBarcodeImage<\/li>\n<li>classifyHocr<\/li>\n<li>classifyMultiPageHocr<\/li>\n<li>decryptBatchInstanceHocrXml<\/li>\n<li>decryptLuceneClassificationHocrXml<\/li>\n<li>decryptTestHocrXml<\/li>\n<li>keywordClassification<\/li>\n<li>ocrClassify<\/li>\n<li>ExtractKVForDocumentType<\/li>\n<li>createHOCRforBatchClass<\/li>\n<li>tableExtractionHOCR<\/li>\n<\/ul>\n<\/li>\n<li>The following Web Service can be configured to obtain font information in the HOCR file:\n<ul>\n<li>createOCR (a new parameter fontSwitch with an ON\/OFF setting has been added to the input .xml file)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>RECOSTAR_HOCR Plugin<\/p>\n<p><img decoding=\"async\" width=\"1432\" height=\"664\" class=\"wp-image-14401\" style=\"border: 2px solid #A9A9A9;padding: 1px;margin: 2px\" src=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-276.png\" alt=\"C:UsersEphesoftAppDataLocalMicrosoftWindowsINetCacheContent.Word2.png\" srcset=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-276.png 1432w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-276-300x139.png 300w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-276-768x356.png 768w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-276-1024x475.png 1024w\" sizes=\"(max-width: 1432px) 100vw, 1432px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4><strong>To fetch the font information via the RECOSTAR_HOCR plugin:<\/strong><\/h4>\n<ol>\n<li>Navigate to <strong>Batch Class<\/strong> &gt; <strong>Modules<\/strong> &gt; <strong>Page Process<\/strong> and add the <strong>RECOSTAR_HOCR<\/strong> plugin.<\/li>\n<li>Open the <strong>RECOSTAR_HOCR <\/strong>plugin and turn <strong>ON<\/strong> the Recostar Font Switch.<\/li>\n<li>Click <strong>Apply<\/strong> to update the Batch Class configuration.<\/li>\n<li>Click <strong>Deploy<\/strong> to apply the changes in the workflow.<\/li>\n<li>Process a batch to verify the changes in the HOCR schema.<\/li>\n<\/ol>\n<p>The newly generated HOCR schema now includes the font size of each character in the span. A tag entitled \u201cUnicodeCharacters\u201d has been added to the HOCR file which contains information about the value and size of each character. Also, a tag entitled \u201cStyle\u201d has been added in the HOCR file which contains information about the style (Bold, Italics, and Underline) of the span. If style information is not fetched, its value is \u201cNone\u201d.<\/p>\n<p><img decoding=\"async\" class=\"wp-image-14402\" style=\"border: 2px solid #A9A9A9;padding: 1px;margin: 2px\" src=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-118.png\" width=\"550\" height=\"424\" srcset=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-118.png 802w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-118-300x232.png 300w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-118-768x593.png 768w\" sizes=\"(max-width: 550px) 100vw, 550px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>In the screenshot below you can see the difference in the HOCR schema when the Font switch is turned <strong>OFF<\/strong>.<\/p>\n<ol>\n<li>Turn OFF the RECOSTAR FONT SWITCH and save your changes.<\/li>\n<li>Process a batch.<\/li>\n<\/ol>\n<p>The information about font family and size is not fetched when the switch is turned OFF.<\/p>\n<p><img decoding=\"async\" class=\"wp-image-14403\" style=\"border: 2px solid #A9A9A9;padding: 1px;margin: 2px\" src=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-119.png\" width=\"550\" height=\"146\" srcset=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-119.png 748w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-119-300x79.png 300w\" sizes=\"(max-width: 550px) 100vw, 550px\" \/><\/p>\n<p><strong><em>Note:<\/em><\/strong><em> The Recostar OCR engine does not recognize combinations of font styles. For example, the style value would be \u201cNone\u201d if a character string was both bold and underlined.<\/em><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>NUANCE_HOCR Plugin<\/p>\n<p><img decoding=\"async\" width=\"1506\" height=\"472\" class=\"wp-image-14404\" style=\"border: 2px solid #A9A9A9;padding: 1px;margin: 2px\" src=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-277.png\" alt=\"C:UsersEphesoftAppDataLocalMicrosoftWindowsINetCacheContent.Word3.png\" srcset=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-277.png 1506w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-277-300x94.png 300w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-277-768x241.png 768w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-277-1024x321.png 1024w\" sizes=\"(max-width: 1506px) 100vw, 1506px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4><strong>To fetch font information via the NUANCE_HOCR plugin:<\/strong><\/h4>\n<ol>\n<li>Navigate to <strong>Batch Class<\/strong> &gt; <strong>Modules<\/strong> &gt; <strong>Page Process<\/strong> and add the <strong>NUANCE_HOCR<\/strong> plugin.<\/li>\n<li>Open the <strong>NUANCE_HOCR<\/strong> plugin and turn ON the Nuance Font Switch.<\/li>\n<li>Click <strong>Apply<\/strong> to update the Batch Class configuration.<\/li>\n<li>Click <strong>Deploy<\/strong> to apply the changes in the workflow.<\/li>\n<li>Process a batch with the Font Switch ON.<\/li>\n<\/ol>\n<p>The newly generated HOCR schema now includes the font size of each character in the span. A tag entitled \u201cUnicodeCharacters\u201d has been added to the HOCR file which contains information about the value and size of each character. Also, a tag entitled \u201cStyle\u201d has been added in the HOCR file which contains information about the style (Bold, Italics, and Underline) of the span. If style information is not fetched, its value is \u201cNone\u201d.<\/p>\n<p><img decoding=\"async\" class=\"wp-image-14405\" style=\"border: 2px solid #A9A9A9;padding: 1px;margin: 2px\" src=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-278.png\" alt=\"C:UsersEphesoftAppDataLocalMicrosoftWindowsINetCacheContent.Word1.png\" width=\"551\" height=\"425\" srcset=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-278.png 802w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-278-300x232.png 300w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/c-users-ephesoft-appdata-local-microsoft-windows-1-278-768x593.png 768w\" sizes=\"(max-width: 551px) 100vw, 551px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>In the screenshot below you can see the difference in the HOCR schema when the Font switch is turned <strong>OFF<\/strong>.<\/p>\n<ol>\n<li>Turn OFF the NUANCE FONT SWITCH and save your changes.<\/li>\n<li>Process a batch.<\/li>\n<\/ol>\n<p>The information about font family and size is not fetched when the switch is turned OFF.<\/p>\n<p><img decoding=\"async\" class=\"wp-image-14406\" style=\"border: 2px solid #A9A9A9;padding: 1px;margin: 2px\" src=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-120.png\" width=\"550\" height=\"146\" srcset=\"https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-120.png 748w, https:\/\/ephesoft.com\/docs\/wp-content\/uploads\/2018\/03\/word-image-120-300x79.png 300w\" sizes=\"(max-width: 550px) 100vw, 550px\" \/><\/p>\n<p><strong><em>Note:<\/em><\/strong><em> The Nuance OCR engine does recognize the combination of font styles, giving comma separated values when multiple styles are detected. However, it does not recognize the character size of individual characters. All characters in a word are always recognized as having the same size, even though some letters might be capitalized.<\/em><\/p>\n","protected":false},"featured_media":0,"parent":31869,"menu_order":2,"comment_status":"closed","ping_status":"open","template":"","doc_tag":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v19.0 (Yoast SEO v22.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Fraud Detection Using OCR Font Switch | Ephesoft Docs<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fraud Detection Using OCR Font Switch\" \/>\n<meta property=\"og:description\" content=\"The Font Recognition switch has been introduced to detect potential fraud and tampering with processed documents. 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