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Paper Information

Journal:   JOURNAL OF ELECTRICAL ENGINEERING DEPARTMENT, TRANSACTION ON ELECTRICAL TECHNOLOGY (ELECTRONICS AND POWER)   SUMMER 2009 , Volume 1 , Number 3; Page(s) 49 To 56.
 
Paper: 

SEMANTIC DOCUMENT IMAGE CLASSIFICATION BASED ON VALUABLE TEXT PATTERN

 
 
Author(s):  POURGHASSEM HOSSEIN, SADEGH HELFOROUSH MOHAMMAD, DANESHVAR SABALAN
 
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Abstract: 

Knowledge extraction from detected document image is a complex problem in the field of information technology.
This problem becomes more intricate when we know, a negligible percentage of the detected document images are valuable. In this paper, a segmentation-based classification algorithm is used to analysis the document image. In this algorithm, using a two-stage segmentation approach, regions of the image are detected, and then classified to document and non-document (pure region) regions in the hierarchical classification. In this paper, a novel valuable definition is proposed to classify document image in to valuable or invaluable categories. The proposed algorithm is evaluated on a database consisting of the document and non-document image that provide from Internet. Experimental results show the efficiency of the proposed algorithm in the semantic document image classification. The proposed algorithm provides accuracy rate of 98.8% for valuable and invaluable document image classification problem.

 
Keyword(s): SEMANTIC CLASSIFICATION, DOCUMENT AND NON-DOCUMENT IMAGES, INFORMATION VALUABLE
 
 
References: 
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Cite:
APA: Copy

POURGHASSEM, H., & SADEGH HELFOROUSH, M., & DANESHVAR, S. (2009). SEMANTIC DOCUMENT IMAGE CLASSIFICATION BASED ON VALUABLE TEXT PATTERN. JOURNAL OF ELECTRICAL ENGINEERING DEPARTMENT, TRANSACTION ON ELECTRICAL TECHNOLOGY (ELECTRONICS AND POWER), 1(3), 49-56. https://www.sid.ir/en/journal/ViewPaper.aspx?id=196194



Vancouver: Copy

POURGHASSEM HOSSEIN, SADEGH HELFOROUSH MOHAMMAD, DANESHVAR SABALAN. SEMANTIC DOCUMENT IMAGE CLASSIFICATION BASED ON VALUABLE TEXT PATTERN. JOURNAL OF ELECTRICAL ENGINEERING DEPARTMENT, TRANSACTION ON ELECTRICAL TECHNOLOGY (ELECTRONICS AND POWER). 2009 [cited 2021April21];1(3):49-56. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=196194



IEEE: Copy

POURGHASSEM, H., SADEGH HELFOROUSH, M., DANESHVAR, S., 2009. SEMANTIC DOCUMENT IMAGE CLASSIFICATION BASED ON VALUABLE TEXT PATTERN. JOURNAL OF ELECTRICAL ENGINEERING DEPARTMENT, TRANSACTION ON ELECTRICAL TECHNOLOGY (ELECTRONICS AND POWER), [online] 1(3), pp.49-56. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=196194.



 
 
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