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Product details

Series: The Springer International Series in Engineering and Computer Science (Book 502)

Hardcover: 196 pages

Publisher: Springer; 1999 edition (May 31, 1999)

Language: English

ISBN-10: 079238492X

ISBN-13: 978-0792384922

Product Dimensions:

7 x 0.5 x 10 inches

Shipping Weight: 1.3 pounds (View shipping rates and policies)

Average Customer Review:

4.0 out of 5 stars

1 customer review

Amazon Best Sellers Rank:

#4,854,069 in Books (See Top 100 in Books)

This book is not about OCR per se but about the different kinds of errors OCR systems make and how to correct them using context. It is therefore a specialized book. This book was published in 1999 and is therefore a little bit outdated. However, as someone who works in the area I think that the book is still relevant on the topics it covers. Before I continue I should say that the price currently listed is outrageous and I bought my book for much less.Optical Character Recognition, or OCR for short, is the technology, or art, of turning images with text into machine encoded text. This is not as easy as it sounds. For one thing the OCR software needs to analyze the stream of pixels, identify the relevant text blocks, figure out where the text lines are, find the words, then the individual characters, and then determine from the often noisy image block corresponding to the character what character the fuzzy blob in the picture really corresponds to. There are hundreds of fonts, many font sizes, a near infinite repertoire of different kinds of noise, distortions, smear, etc.In general different OCR systems tend to make similar errors. As an example, the string “rn” is often turned into the character “m” for many fonts almost regardless of what OCR system you use. This book uses three different OCR systems and analyzes the output from these systems in a number of situations in which OCR systems typically fail and the book also suggests remedies when applicable. The book contains an introduction (chapter one), a conclusion (chapter six), and 17 categories of errors spread over the four chapters in between. The book only considers OCR for printed text (not handwriting).As mentioned the scope of the book is narrow, it was probably a small release, and the book has a dry “thesis” layout. Therefore I cannot recommend it to many people, except to those with a direct interest in the field. However, this book was helpful to me, it is well organized, and I appreciated the nearly 300 visual examples, tables, and graphs, so I still recommend it to those with an interest in the field.

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Optical Character Recognition: An Illustrated Guide to the Frontier (The Springer International Series in Engineering and Computer Science) PDF

Optical Character Recognition: An Illustrated Guide to the Frontier (The Springer International Series in Engineering and Computer Science) PDF

Optical Character Recognition: An Illustrated Guide to the Frontier (The Springer International Series in Engineering and Computer Science) PDF