DocumentCode :
78668
Title :
Instant Mobile Video Search With Layered Audio-Video Indexing and Progressive Transmission
Author :
Wu Liu ; Tao Mei ; Yongdong Zhang
Author_Institution :
Key Lab. of Intell. Inf. Process. of Chinese Acad. of Sci. (CAS), Inst. of Comput. Technol., Beijing, China
Volume :
16
Issue :
8
fYear :
2014
fDate :
Dec. 2014
Firstpage :
2242
Lastpage :
2255
Abstract :
The proliferation of mobile devices is producing a new wave of applications that enable users to sense their surroundings with smart phones. People are preferring mobile devices to search and browse video content on the move. In this paper, we have developed an innovative mobile video search system through which users can discover videos by simply pointing their phones at a screen to capture a very few seconds of what they are watching. Different than most existing mobile video search applications, the proposed system is aiming at instant and progressive video search by leveraging the light-weight computing capacity of mobile devices. In particular, the system is able to index large-scale video data using a new layered audio-video indexing approach in the cloud, as well as generate lightweight joint audio-video signatures with progressive transmission and perform progressive search on mobile devices. Furthermore, we showcase that the system can be applied to two novel applications-video entity search and video clip localization. The evaluations on the real-world mobile video query dataset show that our system significantly improves user´s search experience due to search accuracy, low retrieval latency, and very short recording duration.
Keywords :
indexing; mobile computing; smart phones; video retrieval; instant mobile video search; joint audio-video signatures; large-scale video data indexing; layered audio-video indexing approach; mobile device proliferation; mobile video query dataset; progressive transmission; smart phones; video clip localization; video content browsing; video content searching; video entity search; Feature extraction; Indexing; Mobile communication; Mobile handsets; Servers; Streaming media; Visualization; Audio-video signature; layered audio-video indexing; mobile video search; progressive transmission;
fLanguage :
English
Journal_Title :
Multimedia, IEEE Transactions on
Publisher :
ieee
ISSN :
1520-9210
Type :
jour
DOI :
10.1109/TMM.2014.2359332
Filename :
6905841
Link To Document :
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