Title :
Real-time video processing using native programming on Android platform
Author :
Bin Saipullah, Khairul Muzzammil ; Anuar, Ammar ; Ismail, Nurul Atiqah binti ; Soo, Yewguan
Author_Institution :
Fac. of Electron. & Comput. Eng., Univ. Teknikal Malaysia Melaka (UTeM), Durian Tunggal, Malaysia
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.
Keywords :
Java; object-oriented programming; operating systems (computers); real-time systems; smart phones; video signal processing; Android platform; JAVA language; compiler; high level programming; image processing methods; images processing methods; native programming; object detection algorithm; real-time object detection; real-time video processing; smartphone applications; smartphone industry; software algorithm; Androids; Humanoid robots; Image processing; Java; Laplace equations; Programming; Real time systems; Android; native programming; object detection; video processing;
Conference_Titel :
Signal Processing and its Applications (CSPA), 2012 IEEE 8th International Colloquium on
Conference_Location :
Melaka
Print_ISBN :
978-1-4673-0960-8
DOI :
10.1109/CSPA.2012.6194733