2016 Fiscal Year Research-status Report
Real-time Video Analytics in Compressed Domain for Big Data Traffic Management
| Project/Area Number |
15K21599
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| Research Institution | Waseda University |
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Principal Investigator |
劉 志 早稲田大学, 理工学術院(国際情報通信研究科・センター), 次席研究員(研究院助教) (90750240)
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| Project Period (FY) |
2015-04-01 – 2018-03-31
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| Keywords | video analysis / edge processing / traffic reduction / big data / compressed domain / traffic management / ICN |
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| Outline of Annual Research Achievements |
The growth of the big data is outpacing the cost decline of storage disks and the rate of increase of data network bandwidth. An overwhelming proportion of collected data is visual media such as images &videos. It becomes necessary to filter out the unnecessary video. The inherent problem is how to judge whether the video is important or not, and how to provide the edge processing’ computation capability to help do the video processing.
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| Current Status of Research Progress |
Current Status of Research Progress
2: Research has progressed on the whole more than it was originally planned.
Reason
As mentioned in the application, the main tasks of the second year are the experiments and new schemes design for the traffic reduction and providing extra computation complexity at the network edges.
During the previous fiscal year, I worked on the experiments and tested the performance of the proposed scheme. Meanwhile, I also proposed methods to help reduce traffic and provide computation complexity at the network edges.
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| Strategy for Future Research Activity |
In this fiscal year, I will continue the experiments on the video semantics calculation and the field test, we will also propose more advanced schemes for this. Meanwhile, I will also keep on proposing new schemes for the big data traffic management, and edge processing management with the aim to provide higher computational capability.
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| Causes of Carryover |
One travel is changed from Y2016 to Y2017, hence the corresponding money will be switched also
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| Expenditure Plan for Carryover Budget |
The money will be used according to the plan and necessity.
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Research Products
(31 results)
