DocumentCode
524475
Title
LGL-DIR: Layout graph for layout based document image retrieval
Author
Azmi, Reza ; Akbari, Hossain ; Akbari, Mohammad ; Shirazi, Hossain
Author_Institution
Eng. Dept., Alzahra Univ., Tehran, Iran
Volume
4
fYear
2010
fDate
22-24 June 2010
Abstract
In this paper, a system for retrieving document images from digital library based on visual similarity of them is proposed. First, a graph layout created based on document extracted blocks. This graph represents document layout structure. A vector created based on path patterns to represent this graph. Then, self organizing structure is used for indexing of images in the database. This method allows us to retrieve similar images without direct comparison between the query image and database files. Experimental results on a variety of document image databases confirm the feasibility, validity, and efficiency of our proposed approach in visual based document image retrieval.
Keywords
database indexing; digital libraries; image retrieval; information retrieval; visual databases; database files; digital library; document extracted blocks; document image databases; indexing; layout based document image retrieval; layout graph; path patterns; query image; visual based document image retrieval; visual similarity; Books; Content based retrieval; Data mining; Image databases; Image retrieval; Information retrieval; Information technology; Libraries; Organizing; Visual databases; Document image Analysis; Document image database; Document image retrieval; Documet Layout; Layout graph; Self organizing map;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-6367-1
Type
conf
DOI
10.1109/ICETC.2010.5529685
Filename
5529685
Link To Document