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