Future of Information and Communication Conference (FICC) 2024
4-5 April 2024
Publication Links
IJACSA
Special Issues
Future of Information and Communication Conference (FICC)
Computing Conference
Intelligent Systems Conference (IntelliSys)
Future Technologies Conference (FTC)
International Journal of Advanced Computer Science and Applications(IJACSA), Volume 9 Issue 10, 2018.
Abstract: Human detection system using Histogram of Oriented Gradients (HOG) feature and AdaBoost classifier (HOG-AdaBoost) in FPGA ALTERA DE2-115 are presented in this paper. This work is expanded version from our previous study. This paper discusses 1) the HOG performance in detecting human from a passive images with other point-of-views (30 deg., 40 deg., 50 deg., 60 deg. and up to 70 deg.); 2) FPS test with various image sizes (320 x 240, 640 x 480, 800 x 600, and 1280 x 1024); 3) re-measurement the FPGA’s power consumption and 4) simulate the architecture in RTL. We used three databases as a parameter for test purpose, i.e. INRIA, MIT, and Daimler.
Trio Adiono Adiono, Kevin Shidqi Prakoso, Christoporus Deo Putratama, Bramantio Yuwono and Syifaul Fuada, “HOG-AdaBoost Implementation for Human Detection Employing FPGA ALTERA DE2-115” International Journal of Advanced Computer Science and Applications(IJACSA), 9(10), 2018. http://dx.doi.org/10.14569/IJACSA.2018.091042
@article{Adiono2018,
title = {HOG-AdaBoost Implementation for Human Detection Employing FPGA ALTERA DE2-115},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2018.091042},
url = {http://dx.doi.org/10.14569/IJACSA.2018.091042},
year = {2018},
publisher = {The Science and Information Organization},
volume = {9},
number = {10},
author = {Trio Adiono Adiono and Kevin Shidqi Prakoso and Christoporus Deo Putratama and Bramantio Yuwono and Syifaul Fuada}
}
Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.