Presentation 1993/7/8
A Model driven image understanding system describing the structural knowledge of objects through learning
Yoshikazu Akiyama, Shuichi Arai,
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Abstract(in English) In general,it is necessary to prepare the optimal knowledge for image understanding.In this paper,realizing the image understanding which is independent of the objects,we consider the structuring the acquired knowledge about the objects by learning. As consider the learning,there are two ways to learn;one way is the learning by instruction,the other is the learning automatically.But,to realize both of them,it is necessary that both man and computer can access to the knowledge contained the understanding system.So,we propose the describing knowledge method which instance is linked systematically between image and lingistic.And,we show the new method of image understanding which learn the knowledge with our describing knowledge method.The level of description of the contained knowledge is variable in every step,so this image understanding method analyzes the image with model driven manner adaptively for the level of description.Then, we constructed the system which is based on the our image understanding method,and the effectiveness of our method is investigated through the experiment.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) image under standing / linguistics / method of describing the knowledge / learning / model driven
Paper # NLC93-26,PRU93-29
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Conference Information
Committee NLC
Conference Date 1993/7/8(1days)
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Registration To Natural Language Understanding and Models of Communication (NLC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Model driven image understanding system describing the structural knowledge of objects through learning
Sub Title (in English)
Keyword(1) image under standing
Keyword(2) linguistics
Keyword(3) method of describing the knowledge
Keyword(4) learning
Keyword(5) model driven
1st Author's Name Yoshikazu Akiyama
1st Author's Affiliation Department of Computer science,CHIBA Institute of Technology()
2nd Author's Name Shuichi Arai
2nd Author's Affiliation Department of Computer science,CHIBA Institute of Technology
Date 1993/7/8
Paper # NLC93-26,PRU93-29
Volume (vol) vol.93
Number (no) 131
Page pp.pp.-
#Pages 8
Date of Issue