DocumentCode
430767
Title
Proposal for multiple methods of active net model
Author
Noda, Hisashi ; Sumi, Yasuaki ; Yabuki, Noboru ; Matumae, S. ; Fukumoto, Yoshihiro ; Ueda, Takuya ; Fukui, Yasuhito
Author_Institution
Dept. of Inf. Syst., Tottori Univ. of Environ. Studies, Japan
Volume
1
fYear
2004
fDate
26-29 Oct. 2004
Firstpage
437
Abstract
In this paper, we propose a new method for active net model. The active net is a lattice network model that is based on minimizing energy to extract the region of a target object. In a conventional method, only one target is detected by one net. Therefore, assuming that the image can be divided into some parts, the proposed method uses many nets and applies them to each divided image. Some simulation results are presented obtained by applying the proposed method to images. In the proposed method, since the size of a net becomes small, the processing time to one net can be shortened. Furthermore, since the distance between lattice points is short in the initial net, the target at the end of an image becomes detectable. That is, it means that the target detection performance has improved.
Keywords
feature extraction; image recognition; lattice networks; minimisation; active net model; energy minimization; image recognition; lattice network model; region extraction; target detection performance; Capacitive sensors; Change detection algorithms; Data mining; Educational institutions; Image recognition; Lattices; Noise shaping; Power engineering and energy; Proposals; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Information Technology, 2004. ISCIT 2004. IEEE International Symposium on
Print_ISBN
0-7803-8593-4
Type
conf
DOI
10.1109/ISCIT.2004.1412883
Filename
1412883
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