DocumentCode
266396
Title
Visual surveillance briefing system: Event-based video retrieval and summarization
Author
Sangdoo Yun ; Kimin Yun ; Soo Wan Kim ; YoungJoon Yoo ; Jiyeoup Jeong
Author_Institution
Dept. of Electr. & Comput. Eng., Seoul Nat. Univ., Seoul, South Korea
fYear
2014
fDate
26-29 Aug. 2014
Firstpage
204
Lastpage
209
Abstract
This paper presents a visual surveillance briefing (VSB) system which provides event-based retrieval and briefing functions. Traditional event-based video retrieval systems usually aim to analyze the appearance of objects rather than the motion information (e.g. trajectory) of objects. The VSB system adopts the video summarization technique which temporally abstracts the retrieved events to understand the motion patterns of objects. We propose various event features including object´s appearances and motion patterns for the purpose of event retrieval and design the energy function to abstract the retrieved events in real-time. To avoid the occlusion problem in the briefed events, we propose an animated displaying method that separately presents the global motion and the local motion of moving objects. Effectiveness of the implemented VSB system is evaluated through several surveillance videos.
Keywords
video retrieval; video surveillance; VSB system; animated displaying method; briefing functions; energy function; event retrieval; event-based video retrieval systems; global motion; local motion; motion information; moving objects; occlusion problem; surveillance videos; video summarization technique; visual surveillance briefing system; Animation; Electron tubes; Feature extraction; Image color analysis; Surveillance; Trajectory; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Video and Signal Based Surveillance (AVSS), 2014 11th IEEE International Conference on
Conference_Location
Seoul
Type
conf
DOI
10.1109/AVSS.2014.6918669
Filename
6918669
Link To Document