Title : 
Robust skew estimation on low-resolution document images
         
        
            Author : 
Okun, Oleg ; Pietikäinen, Matti ; Sauvola, Jaakko
         
        
        
        
        
        
            Abstract : 
Presents a new technique for estimating an arbitrary skew angle using a simple and efficient text row accumulation based on first- and second-order statistics. In contrast to other works, where an image resolution of 100-300 dpi is necessary, a lower resolution (50 dpi) is enough for our method to obtain a correct result. The performance of the method was evaluated on the database UW-1 of the University of Washington and compared with an advanced Hough transform-based method. A significantly lower error rate for our method confirms its advantages and benefits for automated document processing
         
        
            Keywords : 
Hough transforms; document image processing; higher order statistics; image resolution; Hough transform; UW-1 database; arbitrary skew angle estimation; automated document processing; error rate; first-order statistics; image resolution; low-resolution document images; performance; robust skew estimation; second-order statistics; text row accumulation; Cybernetics; Error analysis; Fuzzy logic; Image analysis; Image coding; Image resolution; Pixel; Robustness; Spatial resolution; Statistics;
         
        
        
        
            Conference_Titel : 
Document Analysis and Recognition, 1999. ICDAR '99. Proceedings of the Fifth International Conference on
         
        
            Conference_Location : 
Bangalore
         
        
            Print_ISBN : 
0-7695-0318-7
         
        
        
            DOI : 
10.1109/ICDAR.1999.791864