Reading Handprint, Checkmarks, and Forms with FlexiCapture and Vantage

ICR – Intelligent Character Recognition

Intelligent Character Recognition

Intelligent Character Recognition (ICR) is an extended technology of the optical character recognition (OCR ). While the OCR technology is designed to extract machine-printed characters, the ICR technology retreives information provided as hand-printed characters

The ICR technology can extract hand-printed characters that are separated and written as individualcharacters in areas/zones – these areas/zones needs to be specified as fixed fields of a machine readable forms. Alternativelly, they need to be automatically detected.

Example of a form containing hand-printed characters:

Important note: ICR is not able to extract texts in “cursive handwriting” as in this example:

In most cases, the ICR technology is linked to Field Level / Zonal Recognition and forms processing.
To enhance the ICR recognition accuracy, it is recommended to use meta data, for example regular expressions, dictionaries or database lookups.

ICR in ABBYY SDKs

The following ABBYY SDKs and products support ICR

FineReader Engine
Since the version 12, Release 3, ICR is as well included in the Linux version. Since the Release 4 of the version 12, it is as well included in the Mac version of FineReader Engine (in lower versions, the ICR technology was only supported in the Windows version.
FlexiCapture SDK – this SDK is designed for forms processing and data extraction, ICR and template matching for fixed forms are part of the default feature set. In addition, ABBYY offers this technology as a product in form of the FlexiCapture platform.

Cloud OCR SDK – the ABBYY OCR service, allows reading zones that contain hand-printed, separated characters. This online OCR service […]

ABBYY FineReader Engine on-premise OCR SDK

The software development kit ABBYY FineReader Engine allows software developers to create applications that extract textual information from paper documents, images or displays. This AI-powered OCR SDK provides your application with excellent text recognition, PDF conversion, and data capture functionalities, enabling it to convert scans into searchable PDF, Word or Excel documents, and access data on photos or screenshots.

Licensing is based on number of developers for the base SDK, then annual page counts for the perpetual license. Each of the optional components increases the per-page cost slightly.

aaron2022-06-22T16:48:43-04:00Categories: ABBYY, Arabic/Hebrew Scripts, Asian CJK OCR, Farsi/Persian/Iranian, Handwriting Recognition, OCR SDK|Tags: Barcode OCR, Handprint Recognition, ICR, OCR Character Recognition, OCR Engine, OCR Library, OCR PDF, OCR SDK, Server OCR|

ABBYY Cloud OCR SDK

ABBYY® Cloud OCR SDK is a web-based document processing service that will enhance your enterprise software systems, SaaS platforms, or your mobile apps with the ability to convert documents and utilize textual information from scans, PDFs, document images, smartphone photos, or screenshots.

Combining ABBYY’s latest AI-based technologies for information extraction with the highly scalable processing power of the Microsoft® Azure® computing infrastructure, this secure and reliable ABBYY cloud service can be easily integrated into your application via a REST API—empowering it to precisely convert virtually any number of pages within the shortest amount of time.

Why are the prices of OCR applications so different?

OCR software ranges in price from freeware all the way up to tens of thousands of dollars. What explains the difference between these applications? Here’s the breakdown:

OCR Freeware uses the SimpleOCR or Tesseract engines and provide limited scanning and output format capabilities. Recognition quality is generally poor except for the highest quality document images.
PDF OCR Converters provide good quality OCR engines like ABBYY, IRIS and OmniPage, but limit the output to searchable PDF files. These cost less than $100.
Standard OCR applications range from $100-$200 and provide full OCR capabilities including converting scans to Word, Excel, HTML and other editable formats.
Corporate OCR applications add advanced features like automated hotfolder processing, concurrent licensing and other features useful for business applications. Pricing for these is $200-$500.
OCR Servers provide scalable, enterprise OCR services for processing very high volumes of documents or providing OCR capabilities to users throughout the organization. Prices start around $1,500 and go up based on processing volume.
Enterprise Data Capture and Forms Processing applications are used to capture structured data from complex documents like healthcare claim forms and invoices that include things like tables, handwriting, checkboxes, and movable zones. These solutions can cost anywhere from around $1,000 to hundreds of thousands of dollars depending on the document volume and complexity of the project.

aaron2021-01-24T18:39:02-05:00Tags: Accounts Payable Automation, Accounts Payable OCR, AP Invoice Scanning, Automate Data Entry, Barcode OCR, Batch OCR, Batch OCR PDF, Best OCR Software for Handwriting, Convert Images to Searchable PDF, Convert Images to Word, Convert PDF to Editable Word, Convert PDF to Excel, Convert PDF to HTML, Convert PDF to Text, Convert Picture to Text, Data Capture, Data Extraction, Document Management, Document Processing Software, Extract Text from Image, Forms Processing, Handprint Recognition, ICR, Image Recognition, Invoice Automation Software, Invoice Capture, Invoice Imaging, Invoice OCR, Invoice Recognition, Invoice Scanning Software, Invoice Workflow Software, OCR Accuracy, OCR Character Recognition, OCR Invoice Processing, OCR PDF, OCR Scanner, Optical Character Recognition, PDF Data Extraction, PDF OCR, Scan Invoice, Server OCR, Simple Invoice Software, Text Recognition|

Can OCR be trained for specific fonts?

OCR training was once a critical part of the conversion process. After a document was read, the operator would review the results to correct mistaken characters and these corrections would be used to train the engine so the next time you read a similar document the results are improved.

Modern OCR applications no longer rely on user training for accuracy unless you have very non-standard fonts. These engines have had decades of development and billions of samples used to train their algorithms. In most cases, the introduction of user training will only diminish the results for any documents that are different than the ones being trained.

The training functions still exist for these edge cases, but they are no longer an integral part of the OCR process.

Training in modern OCR is more likely to refer to enterprise data capture applications that use AI-based learning algorithms to find the locations of data points on documents with various different formats, such as invoices.

aaron2021-01-24T18:39:27-05:00Tags: Artificial Intelligence, OCR Accuracy, OCR Character Recognition, OCR Text, OCR Training, Optical Character Recognition, Text Recognition|

Knowledge Base

The SimpleOCR Knowledge Base contains frequently asked questions and answers, technical guides and general information on a broad range of optical character recognition, handprint recognition, data capture, PDF OCR, AP invoice scanning and zone OCR applications.

Contact Us for FREE Consultation on Your OCR Project

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Kofax OmniPage – Ultimate

Kofax OmniPage Ultimate has several unique features that make it stand out for a variety of applications. Some of these include auto-redaction, SharePoint integration, automatic filing with barcodes, PDF auto-bookmarking, form data collection and MFP support. Most of these new features are not available in the Standard edition.

Kofax OmniPage – Standard

Kofax OmniPage Standard converts paper, picture, and PDF files into editable documents to save you considerable time and money by eliminating retyping. Your documents look just like the original – complete with text, tables, and graphics. OmniPage uses superior character accuracy to precisely format your documents so you can easily make changes.

ABBYY FineReader PDF 15 Corporate, 1 Year Subscription

ABBYY FineReader PDF 15 Corporate, (1 Year Subscription) is an all-in-one business toolset for working with PDFs and document digitization. With FineReader PDF employees can work with both digitally created and scanned paper documents to fulfill various document-related tasks in the digital workplace effortlessly. ABBYY FineReader PDF 15 Corporate allows you to view, edit, search, comment and collaborate, sign and protect PDFs or compare document versions in different file formats to identify differences efficiently. Thanks to the seamlessly integrated AI-based OCR technology with FineReader you can also extract information from a PDF or convert the entire document to Word, Excel® for further editing. Document conversion can also be automated to prepare multiple documents for further processing.

Demo and Additional Materials

ABBYY FineReader PDF 15 Standard, 1 Year Subscription

ABBYY FineReader PDF 15 Standard, (1 Year Subscription) is a PDF software application for working with PDF documents and scans. Powered by ABBYY’s AI-based OCR technology it allows you to convert and edit not only digital PDF documents, but also scanned paper documents with the same ease-of-use. With FineReader PDF you can view, edit, search, comment, sign, protect, extract text from PDFs and convert documents into Word, Excel® for further editing.

Demo and Additional Materials

OCR Servers

Enterprise OCR servers let you perform Optical Character Recognition on thousands of documents at a time, scaling to meet the demands of the largest document conversions.

Traditional Desktop OCR applications require a person to load the scanned document, run the OCR process and save the output files. This makes sense when you are converting individual documents, but large organizations with thousands or millions of documents need something much more automated and scalable.

OCR Server processing workflow

Typical Enterprise OCR Applications

As the cost of OCR software and hardware goes down each year and the quality goes up, full-text search is included in more and more records management applications. Typical applications include:

Data mining
Litigation support
Full-text searching
Document management

Features of Enterprise OCR Servers

OCR is performed in the background without a user interface
Files are imported automatically from hotfolders
Ability to use multiple CPUs and servers for processing
Management tools for remote administration
Web service & API integration to submit OCR jobs

What is the Best OCR Server?

The ABBYY FineReader Server offers the best combination of features, performance and pricing. It has flexible licensing, including an unlimited CPU-based license that does not limit the number of pages processed.

Foxit PDF Compressor has the lowest entry level pricing, OmniPage OCR and unique PDF compression technology that can dramatically reduce the size of searchable PDF documents, leading to faster viewing and lowered cloud storage and bandwidth costs.

The SimpleIndex Server offers affordable unattended OCR services coupled with advanced data extraction and indexing capabilities that organizes documents automatically or saves metadata to Excel or a SQL database. It doesn’t have the scalability, API interfaces or compression technology that other OCR servers have, but you can bundle the Standard Server version with them to add indexing, […]

OCR Freeware

About SimpleOCR Freeware

Do you dread having to retype that document you are holding in your hand? If only you had the electronic file, your life would be so much easier. With SimpleOCR, you could easily and accurately convert that paper document into editable electronic text for use in any application including Word and WordPerfect.

Not only is SimpleOCR up to 99% accurate, it is 100% free.

Download SimpleOCR now or learn more its feature and functions.

Accuracy

With optical character recognition up to 99% accurate, there is no better OCR application for the price. This increased accuracy greatly reduces the need for post-recognition proof reading and correction. And after all, isn’t that why you want to OCR the document in the first place? Of course it is!

System Requirements

SimpleOCR works on any version of windows, from Windows 95-10 and beyond! Your scanner need only a TWAIN driver, the driver that comes with a majority of all scanners sold. In short, SimpleOCR will most likely work with the PC and scanner you already have.

Pricing

SimpleOCR is free for all commercial and non-commercial purposes. It may be re-distributed freely, but only in its original, unaltered form.

Download SimpleOCR Now

Huge Dictionary – With more than 120,000 words, it is unlikely that SimpleOCR will run into a word it does not know. In the rare event that it does, our improved text editor allows you to easily add the new word to the dictionary. By adding new words to the dictionary, SimpleOCR becomes better with every use.
Attention! SimpleOCR does NOT have any handprint OCR capabilities, it will not be able to recognize handwritten text. ICR (Intelligent Character Recognition) is rather complicated software usually on a more expensive side.
Despeckle – For those documents which are not […]

OCR Character Recognition

ICR – Intelligent Character Recognition

Intelligent Character Recognition

ICR in ABBYY SDKs

Contact Us for FREE Consultation on Your OCR Project

Enterprise OCR servers let you perform Optical Character Recognition on thousands of documents at a time, scaling to meet the demands of the largest document conversions.

Typical Enterprise OCR Applications

Features of Enterprise OCR Servers

What is the Best OCR Server?

About SimpleOCR Freeware

Not only is SimpleOCR up to 99% accurate, it is 100% free.

Download SimpleOCR now or learn more its feature and functions.

Accuracy

System Requirements

SimpleOCR works on any version of windows, from Windows 95-10 and beyond! Your scanner need only a TWAIN driver, the driver that comes with a majority of all scanners sold. In short, SimpleOCR will most likely work with the PC and scanner you already have.

Pricing

SimpleOCR is free for all commercial and non-commercial purposes. It may be re-distributed freely, but only in its original, unaltered form.

Attention! SimpleOCR does NOT have any handprint OCR capabilities, it will not be able to recognize handwritten text. ICR (Intelligent Character Recognition) is rather complicated software usually on a more expensive side.

Despeckle – For those documents which are not […]

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