Title :
Hierarchical Video Data Modeling and Indexing for Virtual Scene Construction
Author :
Wang, Huiyu ; Tong, Ruofeng
Author_Institution :
Coll. of Comput. Sci. & Technol., Zhejiang Univ., Hangzhou, China
Abstract :
Rapidly growing quantities of digital video have made video data become a more important role in many applications than ever. Virtual scene construction also uses video materials as a rich resource. In order to manage the video materials like salient objects and scenes, an effective video retrieval system is required. In this paper, we present a video database management system using a hierarchical video model consisting of Video-Scene-Shot-SalientObject. We first propose a hierarchical video data model which presents a hierarchical structuring of video material and a hierarchical annotation of video material structure. Then two effective indexing structures are proposed based on the model, including an indexing tree structure which considers the relationship between salient objects and a semantic indexing structure inspired by the inverted file indexing structure. Finally, an implementation of this model is described and the efficiency of this method is evaluated.
Keywords :
indexing; video databases; video retrieval; video signal processing; virtual reality; hierarchical annotation; hierarchical video data modeling; hierarchical video model; semantic indexing; video database management system; video retrieval system; video-scene-shot-salient object; virtual scene construction; Building materials; Computer science; Data models; Database systems; Educational institutions; Indexing; Layout; Machine vision; Streaming media; Videoconference; Hierarchical modeling; salient object; video indexing; video material; video structuring;
Conference_Titel :
Machine Vision, 2009. ICMV '09. Second International Conference on
Conference_Location :
Dubai
Print_ISBN :
978-0-7695-3944-7
Electronic_ISBN :
978-1-4244-5645-1
DOI :
10.1109/ICMV.2009.15