DocumentCode
2076217
Title
Key Objects Based Profile for a Content-Based Video Information Retrieval and Streaming System Using Viewpoint Invariant Regions
Author
Rasheed, Waqas ; Beak, Junguk ; Kim, Pankoo ; Chun, Jonghun ; Park, Jongan
Author_Institution
Dept. of Inf. & Commun., Chosun Univ., Kwangju
fYear
2008
fDate
June 30 2008-July 3 2008
Firstpage
14
Lastpage
18
Abstract
This paper caters the need of acquiring the principal objects, characters, and scenes from a video in order to entertain the image based query. The movie frames are divided into frames with 2D representative images called "key frames". Various regions in a key frame are marked as key objects according to their textures and shapes. These key objects serve as a catalogue of regions to be searched and matched from rest of the movie, using viewpoint invariant regions calculation, providing the location, size, and orientation of all the objects occurring in the movie in the form of a set of structures collaborating as video profile. The profile provides information about occurrences of every single key object from every frame of the movie it exists in. This information can further ease streaming of objects over various network-based viewing qualities. Hence, the method provides an effective reduced profiling approach of automatic logging and viewing information through query by example (QBE) procedure, and deals with video streaming issues at the same time.
Keywords
content-based retrieval; image representation; image retrieval; query processing; video signal processing; video streaming; 2D representative; content-based video information retrieval; image based query; key frames; movie frames; network-based viewing qualities; query by example; video streaming system; viewpoint invariant regions; Clustering algorithms; Content based retrieval; Face detection; Image retrieval; Indexing; Information retrieval; Layout; Motion pictures; Streaming media; Video compression; Image and Video Retrieval; Key Object; Key frame; Multimedia Communication; Profile;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Sciences and Its Applications, 2008. ICCSA '08. International Conference on
Conference_Location
Perugia
Print_ISBN
978-0-7695-3243-1
Type
conf
DOI
10.1109/ICCSA.2008.49
Filename
4561197
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