Motion Deblurring for Optical Character Recognition

This paper investigates the problem of blurring caused by motion during image capture of text documents. Motion blurring prevents proper optical character recognition of the document text contents. One area of such applications is to deblur name card images obtained from handheld cameras. In this paper, a complete motion deblurring procedure for document images has been proposed. The method handles both uniform linear motion blur and uniform acceleration motion blur. Experiments on synthetic and real-life blurred images prove the feasibility and reliability of this algorithm provided that the motion is not too irregular. The restoration procedure consumes only small amount of computation time.

• Type: Conference
• Year: 2005
• Where: ICDAR
• Authors: Xing Yu Qi, Li Zhang, Chew Lim Tan
• Keywords: Acceleration Motion Blur, Document Analysis, ICDAR 2005, Motion Blurring Prevents, Motion Deblurring Procedure