Real-Time Video Processing Using Native Programming on Android Platform

Saipullah, Khairul Muzzammil (2012) Real-Time Video Processing Using Native Programming on Android Platform. In: 2012 IEEE 8th International Colloquium on Signal Processing and its Applications, 23-25 March 2012, Melaka.

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Abstract

As the smartphone industry grows rapidly, smartphone applications need to be faster and real-time. For this purpose, most of the smartphone platforms run the program on the native language or compiler that can produce native code for hardware. However for the Android platform that based on the JAVA language, most of the software algorithm is running on JAVA that consumes more time to be compiled. In this paper the performance of native programming and high level programming using JAVA are compared with respect to video processing speed. Eight image processing methods are applied to each frame of the video captured from a smartphone that is running on an Android platform. The efficiencies of the two applications with difference programming language are compared by observing their frame processing rate. The experimental results show that out of the eight images processing methods, six methods that are executed using the native programming are faster than that of the JAVA programming with a total average ratio of 0.41. An application of the native programming for real-time object detection is also presented in this paper. The result shows that with native programming on Android platform, even a complicated object detection algorithm can be done in real-time.

Item Type:	Conference or Workshop Item (Paper)
Subjects:	T Technology > TA Engineering (General). Civil engineering (General)
Divisions:	Faculty of Electronics and Computer Engineering > Department of Computer Engineering
Depositing User:	Engr. Khairul Muzzammil Saipullah
Date Deposited:	11 Jul 2012 00:09
Last Modified:	28 May 2015 02:39
URI:	http://eprints.utem.edu.my/id/eprint/4099
Statistic Details:	View Download Statistic

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