DocumentCode :
3224665
Title :
Interactive Object Annotation for Construction of Video Information System
Author :
Wu, Xiaomeng ; Kamijo, Shunsuke ; Zhang, Wenli ; Sakauchi, Masao
Author_Institution :
Inst. of Ind. Sci., Tokyo Univ.
fYear :
2006
fDate :
Dec. 2006
Firstpage :
70
Lastpage :
77
Abstract :
In this paper, an interactive object annotation approach for video database will be proposed. The same semantic objects such as characters, backgrounds, and the main subjects in keyframes of each video shots can be queried and annotated based on the similarity of low-level features such as the color, area, and position of each region. An adaptive image enhancement algorithm is used for handling the lighting changes, and a region-based fuzzy feature matching approach is used for addressing the typical feature representation impreciseness. The content provider can then select relevant keyframes interactively from the results to annotate matched objects in them according to the descriptions that are added into the model. Based on this approach, a video information system is proposed for supporting video content generation. Furthermore, a novel practical application is constructed by using this support system and implemented to show the practicability of it
Keywords :
content-based retrieval; feature extraction; fuzzy systems; image enhancement; image matching; image reconstruction; image representation; interactive video; video databases; adaptive image enhancement algorithm; feature representation; interactive object annotation; lighting change handling; low-level feature; multimedia database; region-based fuzzy feature matching approach; semantic object; video content generation; video database; video information system; Construction industry; Digital video broadcasting; Image enhancement; Indexing; Information systems; Multimedia communication; Satellite broadcasting; Software libraries; Spatial databases; TV broadcasting; Multimedia Database; Object Annotation; Object Recognition; Semantic Content Analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia, 2006. ISM'06. Eighth IEEE International Symposium on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7695-2746-9
Type :
conf
DOI :
10.1109/ISM.2006.97
Filename :
4061153
Link To Document :
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