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dc.titleThe Transmission and Processing of Sensor-rich Videos in Mobile Environment
dc.contributor.authorHAO JIA
dc.identifier.citationHAO JIA (2013-07-19). The Transmission and Processing of Sensor-rich Videos in Mobile Environment. ScholarBank@NUS Repository.
dc.description.abstractIn this thesis we investigate the transmission and processing of sensor-rich videos in mobile environment. Our work focuses on the following key issues for sensor-rich videos: 1) Energy-efficient video acquisition and upload. We design a system to support energy-efficient sensor-rich video delivery. 2) Point of Interest (POI) detection and visual distance estimation. We propose a technique which is able to detect interesting regions and objects and their distances from the camera positions in a fully automated way. 3) Presentation of user generated videos. We present a system that provides an integrated solution to present videos based on keyframe extraction and interactive, map-based browsing. 4) Geo-predictive video streaming. We present a method to predict the bandwidth change for HTTP streaming. The method makes use of the geo-location information to build bandwidth maps to facilitate bandwidth prediction, and efficient quality adaptation.
dc.subjectGeo-reference, sensor-rich video, mobile video, POI, energy efficiency
dc.contributor.departmentCOMPUTER SCIENCE
dc.contributor.supervisorZIMMERMANN, ROGER
dc.description.degreeconferredDOCTOR OF PHILOSOPHY
Appears in Collections:Ph.D Theses (Open)

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