What is Handwriting Recognition ?

Handwriting recognition is the ability by a computer system to read letters or numbers written by hand. It could either be through a written piece of paper or through writing by hand on an input screen. The image of written text on paper is scanned into the computer and translated into text documents. This is known as optical character recognition (OCR). On-line recognition refers to the ability of a computer to recognize handwritten input.
 
When the input device transmits the signal in real time utilizing pen-based computers or personal digital assistants, it is called dynamic recognition. When the input device is a still camera or a scanner, it is called static or image-based OCR.

An OCR system enables you to take a book or a magazine article, scan it directly into a computer and then edit the file using a word processor. An OCR system uses an optical scanner for recording the text and sophisticated software for analyzing images. During the process, the software analyzes an image and converts the pictures of the characters to editable text based on the patterns of the pixels in the image.

 

 


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Earlier, the OCR systems required samples of each character to read a specific font. But with advancement, the systems can now recognize most fonts with a high degree of accuracy.

On-line recognition
In on-line handwriting recognition, the handwritten material is converted into letter codes that can be read by a computer and used with any text-processing applications. The following elements are needed for on-line handwriting recognition:
• a pen or stylus to write with
• a touch sensitive screen to write on
• a software application to interpret the writing and translate digital text

 

Apple Newton was the first PDA to offer handwriting recognition. Apple Newton’s handwriting recognition was based on the software’s ability to learn and remember a user’s writing pattern. Since writing styles are so varied, this software did not work very well. Hence, it did not succeed. Other products that followed in this vein include the Go's tablet computer, IBM's Thinkpad tablet computer, Microsoft Windows for Pen, and IBM's Pen for OS/2. None of these were commercially successful.

Palm introduced the Graffiti recognition system in their series of PDAs in the 90s. Microsoft's Windows XPA uses a modern handwriting recognition system in its operating system for Tablet PCs. A Tablet PC is a notebook computer that has a digitizer tablet and a stylus, and allows a user to handwrite text on the tablet. The operating system recognizes the handwriting and converts it into typewritten text.
 
Microsoft's system does not attempt to learn a user's writing pattern. It has an internal recognition database containing thousands of possible letter shapes. The technology is based on block recognition rather than letter recognition. Each block of handwriting is compared to a dictionary of words. The word with the closest spelling to the written word is chosen. This works well with the words in the dictionary but the problem arises with proper names, terminology, email and web addresses.

Handwriting recognition as an input form has not achieved widespread use in either desktop computers or laptops. Keyboard input is considered both faster and more reliable. More research and smarter technology is needed to make handwriting recognition universally acceptable.

 

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Article Contributed By: Jaya Suresh

 

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