DocumentCode :
2191656
Title :
Wearable Video Retrieval and Navigation System using GPS Data
Author :
Tancharoen, Datchakorn ; Aizawa, Kiyoharu
Author_Institution :
Dept. of Inf. Technol., Panyapiwat Inst. of Technol., Bangkok, Thailand
fYear :
2010
fDate :
June 29 2010-July 1 2010
Firstpage :
1667
Lastpage :
1672
Abstract :
We have investigated a wearable video system to capture our experiences by a wearable camera, microphone and some sensors including GPS receiver, etc. GPS receiver was used to record the user´s tracks and identify the location of user´s experiences by latitude and longitude coordinates. GPS receiver can also extract time, speed and direction that are benefit contexts for wearable video navigation. Thus, we attempt to use available data from GPS to extract the key events from wearable video. In this paper, we propose a wearable video retrieval and navigation by using GPS data. Our system provides two types of navigation functions including key frame based navigation and location based navigation. Key frame based navigation is used to extract the key frames from wearable video to summarize the video contents. Location based navigation can be used to retrieve the wearable video based on user´s tracks by using a map. Both of them have the relationship and interfaces to present each other. We demonstrate the key frame extraction techniques based on moving speed detection, directional change detection and the comparison between time and distance sampling. The key frame extraction techniques were evaluated based on the performance to detect landmarks and desired events. The results showed that the navigation system using GPS data is helpful to retrieve and extract the key events during traveling scenes in daily life.
Keywords :
Global Positioning System; radio receivers; video retrieval; GPS data; GPS receiver; key frame based navigation; navigation system; wearable video retrieval; Context; Data mining; Global Positioning System; Indexing; Receivers; Sensors; GPS; information retrieval; key frame extraction; navigation; wearable video;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Information Technology (CIT), 2010 IEEE 10th International Conference on
Conference_Location :
Bradford
Print_ISBN :
978-1-4244-7547-6
Type :
conf
DOI :
10.1109/CIT.2010.294
Filename :
5577956
Link To Document :
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