A Color Frame Reproduction Technique for IoT-based Video Surveillance Application

被引:0
|
作者
Hasan, Rashedul [1 ]
Mohammed, Shahed K. [1 ]
Khan, Alimul Haque [1 ]
Wahid, Khan A. [1 ]
机构
[1] Univ Saskatchewan, Dept Elect & Comp Engn, Saskatoon, SK S7N 5A9, Canada
来源
2017 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS) | 2017年
关键词
IoT; Video Surveillance; Color Reproduction; Energy Saving; OPTIMIZATION; IMAGE;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we present an IoT-based power-efficient color frame transmission and generation algorithm for video surveillance application. The conventional way is to transmit all R, G and B components of all frames. Using our proposed technique, instead of sending all components, first one color frame is sent followed by a series of gray-scale frames. After a certain number of gray-scale frames, another color frame is sent followed by the same number of gray-scale frames. This process is repeated for video surveillance system. In the decoder, color information is formulated from the color frame and then used to colorize the gray-scale frames. Our experimental results show that the IoT-based approach gives better results than traditional techniques in terms of both energy efficiency and quality of the video, and therefore, can enable sensor nodes in IoT to perform more operations with energy constraints.
引用
收藏
页码:64 / 67
页数:4
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