Title :
Document layout structure extraction using bounding boxes of different entitles
Author :
Liang, J. ; Ha, J. ; Haralick, R.M. ; Phillips, I.T.
Author_Institution :
Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
Abstract :
The paper presents an efficient technique for document page layout structure extraction and classification by analyzing the spatial configuration of the bounding boxes of different entities on the given image. The algorithm segments an image into a list of homogeneous zones. The classification algorithm labels each zone as test, table, line-drawing, halftone, ruling, or noise. The text lines and words are extracted within text zones and neighboring text lines are merged to form text blocks. The tabular structure is further decomposed into row and column items. Finally, the document layout hierarchy is produced from these extracted entities
Keywords :
document image processing; feature extraction; image classification; image segmentation; bounding boxes; classification algorithm; column items; document page layout structure classification; document page layout structure extraction; entities; halftone; homogeneous zones; image; line drawing; noise; row items; ruling; segmentation algorithm; spatial configuration analysis; table; tabular structure; test; text blocks; text line extraction; word extraction; Classification algorithms; Computer science; Data mining; Image analysis; Image segmentation; Information retrieval; Labeling; Optical character recognition software; Text analysis; Text processing;
Conference_Titel :
Applications of Computer Vision, 1996. WACV '96., Proceedings 3rd IEEE Workshop on
Conference_Location :
Sarasota, FL
Print_ISBN :
0-8186-7620-5
DOI :
10.1109/ACV.1996.572074