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Handwriting Recognition - Soft Computing and Probabilistic Approaches (Paperback, Softcover reprint of hardcover 1st ed. 2003)
Loot Price: R2,944
Discovery Miles 29 440
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Handwriting Recognition - Soft Computing and Probabilistic Approaches (Paperback, Softcover reprint of hardcover 1st ed. 2003)
Series: Studies in Fuzziness and Soft Computing, 133
Expected to ship within 10 - 15 working days
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Over the last few decades, research on handwriting recognition has
made impressive progress. The research and development on
handwritten word recognition are to a large degree motivated by
many application areas, such as automated postal address and code
reading, data acquisition in banks, text-voice conversion,
security, etc. As the prices of scanners, com puters and
handwriting-input devices are falling steadily, we have seen an
increased demand for handwriting recognition systems and software
pack ages. Some commercial handwriting recognition systems are now
available in the market. Current commercial systems have an
impressive performance in recognizing machine-printed characters
and neatly written texts. For in stance, High-Tech Solutions in
Israel has developed several products for container ID recognition,
car license plate recognition and package label recognition. Xerox
in the U. S. has developed TextBridge for converting hardcopy
documents into electronic document files. In spite of the
impressive progress, there is still a significant perfor mance gap
between the human and the machine in recognizing off-line
unconstrained handwritten characters and words. The difficulties
encoun tered in recognizing unconstrained handwritings are mainly
caused by huge variations in writing styles and the overlapping and
the interconnection of neighboring characters. Furthermore, many
applications demand very high recognition accuracy and reliability.
For example, in the banking sector, although automated teller
machines (ATMs) and networked banking sys tems are now widely
available, many transactions are still carried out in the form of
cheques."
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