Title
Educational information system using two phase feature extract in u-learning environment
Abstract
This paper proposes an educational information system based on u-learning that supports two phase feature extract. A key frame selected by user in annotation-based retrieval takes query image of feature-based retrieval and by agent searches and displays the most similar key frame image after comparing query image with key frames in the DB through full image and center image, binary image histogram techniques which we proposed. Therefore, user can get more correct retrieval result by agent’s learning through repeated retrievals about video data for the environment education of infants. From experiment, the designed and implemented system shows increase of recall rate of about 1.5% and 2.0% as precision rate 94.2% for video data scene retrieval in performance assessment.
Year
DOI
Venue
2007
10.1007/978-3-540-69429-8_63
MMM (2)
Keywords
Field
DocType
u-learning environment,binary image histogram technique,query image,feature-based retrieval,similar key frame image,phase feature extract,full image,repeated retrieval,educational information system,center image,key frame,correct retrieval result,annotation-based retrieval,feature extraction,information system,binary image
Computer vision,Automatic image annotation,Feature detection (computer vision),Pattern recognition,Query expansion,Computer science,Binary image,Image retrieval,Image processing,Artificial intelligence,Key frame,Visual Word
Conference
Volume
ISSN
ISBN
4352
0302-9743
3-540-69428-5
Citations 
PageRank 
References 
0
0.34
5
Authors
3
Name
Order
Citations
PageRank
Keun-Wang Lee12413.44
Kwang-hyoung Lee201.01
Jong-Cheon Park301.01