DocumentCode
2813692
Title
A proposal of The Rareness Measure of pixel blocks and its application to region extraction
Author
Yamamoto, Akifumi ; Fujiwara, Toshihito ; Hashimoto, Manabu ; Funahashi, Takuma ; Koshimizu, Hiroyasu
Author_Institution
Sch. of Inf. Sci. & Technol., Chukyo Univ., Toyota, Japan
fYear
2011
fDate
9-11 Feb. 2011
Firstpage
1
Lastpage
2
Abstract
In this paper, we propose an effective measure to compute rareness´ of pixel blocks compared with other blocks and also introduce a region segmentation method to extract significant blocks such as defects in visual inspection system. Our basic idea is based on the simple and realistic assumption that the target blocks should be detected must have different statistical characteristics from other blocks. In order to calculate the measure, we utilize three types of histograms of features; image intensity, gradient value and its direction. Some blocks which have extraordinary characteristics can automatically be detected by estimating relative distances between all blocks. Experimental results by actual images have proved that our method work well for extracting rare defect region without a priori knowledge about the defects.
Keywords
feature extraction; image segmentation; feature extraction; image intensity; image region extraction method; pixel blocks; region segmentation method; visual inspection system; Area measurement; Concrete; Data mining; Educational institutions; Histograms; Rareness Measure; Region Segmentation; Visual Inspection;
fLanguage
English
Publisher
ieee
Conference_Titel
Frontiers of Computer Vision (FCV), 2011 17th Korea-Japan Joint Workshop on
Conference_Location
Ulsan
Print_ISBN
978-1-61284-677-4
Electronic_ISBN
978-1-61284-676-7
Type
conf
DOI
10.1109/FCV.2011.5739731
Filename
5739731
Link To Document