3 books on Intelligent Document Recognition [PDF]
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IDR or IDP (that stands for Intelligent Document Processing) combines OCR with technologies for interpreting text, extracting valuable information and processing that information in a human-like manner. It uses natural language processing and large language models to extract information based on the document's context.
However, in books, you'll learn that IDP can sometimes be downright dangerous for business, bringing chaos to areas where strict order is needed. For example, if the original version of an important document says 100 (one thousand), is it worth speculating and correcting it? Let's assume this is truly a simple typo, not an intentional distortion. OCR will save it in the digital copy and alert you to it. What to do next is up to the human. But IDP's behavior is much more difficult to predict: do you prefer 1000 (one thousand) or 100 (one hundred)? Which way will the AI's imagination fly?
Therefore, it's not enough to simply create an IDP - its operation must also be explainable and interpretable. The user of a high-quality IDP system should be able to personally monitor recognition at any stage. The recognition system should demonstrate not only what and where it retrieved and recognized, but also how confident it is in the results. For example, it should highlight individual characters or shapes that the OCR system is unsure of recognizing correctly. Even better, it should evaluate its confidence in the results character by character.
Here are some PDF books about intelligent document recognition
1. Intelligent Document Processing: A Guide For Building RPA Solutions
2023 by Lahiru Fernando
Download PDF
2. Intelligent Document Capture with Ephesoft
2012 by Ike Kavas, Michael Muller
Download PDF
3. Computer-Aided Intelligent Recognition Techniques and Applications
2005 by Dr. Muhammad Sarfraz
Download PDF
How to download PDF:
1. Install Gooreader
2. Enter Book ID to the search box and press Enter
3. Click "Download Book" icon and select PDF*
* - note that for yellow books only preview pages are downloaded
However, in books, you'll learn that IDP can sometimes be downright dangerous for business, bringing chaos to areas where strict order is needed. For example, if the original version of an important document says 100 (one thousand), is it worth speculating and correcting it? Let's assume this is truly a simple typo, not an intentional distortion. OCR will save it in the digital copy and alert you to it. What to do next is up to the human. But IDP's behavior is much more difficult to predict: do you prefer 1000 (one thousand) or 100 (one hundred)? Which way will the AI's imagination fly?
Therefore, it's not enough to simply create an IDP - its operation must also be explainable and interpretable. The user of a high-quality IDP system should be able to personally monitor recognition at any stage. The recognition system should demonstrate not only what and where it retrieved and recognized, but also how confident it is in the results. For example, it should highlight individual characters or shapes that the OCR system is unsure of recognizing correctly. Even better, it should evaluate its confidence in the results character by character.
Here are some PDF books about intelligent document recognition
1. Intelligent Document Processing: A Guide For Building RPA Solutions
2023 by Lahiru Fernando
Download PDF
2. Intelligent Document Capture with Ephesoft
2012 by Ike Kavas, Michael Muller
Download PDF
3. Computer-Aided Intelligent Recognition Techniques and Applications
2005 by Dr. Muhammad Sarfraz
Download PDF
How to download PDF:
1. Install Gooreader
2. Enter Book ID to the search box and press Enter
3. Click "Download Book" icon and select PDF*
* - note that for yellow books only preview pages are downloaded
