Title :
Combining Force Histogram and Discrete Lines to Extract Dashed Lines
Author :
Debled-Rennesson, Isabelle ; Wendling, Laurent
Author_Institution :
LORIA Campus Sci., Univ. Henri Poincare, Vandoeuvre-lès-Nancy, France
Abstract :
A new method to extract dashed lines in technical document is proposed in this paper by combining force histogram and discrete lines. The aim is to study the spatial location of couples of connected components using force histogram and to refine the recognition by considering surrounding discrete lines. This new model is fast and it allows a good extraction of occulted patterns in presence of noise. Efficient common methods require several thresholds to process with technical documents. The proposed method requires only few thresholds which can be automatically set from data.
Keywords :
document image processing; edge detection; dashed line extraction; discrete lines; force histogram; technical documents; Force; Histograms; Kernel; Noise; Shape; Skeleton; dashed lines; discrete line; force histogram;
Conference_Titel :
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-7542-1
DOI :
10.1109/ICPR.2010.389