Compiler
Vol 13, No 1 (2024): May

Impact of Wolf Thresholding on Background Subtraction for Human Motion Detection

Pambudi, Elindra Ambar (Unknown)
Nurhidayat, Muhammad Ivan (Unknown)



Article Info

Publish Date
31 May 2024

Abstract

Series of motion detection based on background subtraction there is an image segmentation stage. Thresholding is a common technique used for the segmentation process. There are two types that can be used in thresholding techniques namely local and global. This research intends to implement local adaptive wolf thresholding as the threshold value of the background subtraction method to detect motion objects. The proposed method consists of the reading frame, background and foreground initialization of each frame, preprocessing, background subtraction, wolf thresholding, providing a bounding box, and running frame sequentially. Based on MSE and PSNR obtained on four videos, it has shown that wolf thresholding has succeeded in outperforming of global threshold.

Copyrights © 2024






Journal Info

Abbrev

compiler

Publisher

Subject

Computer Science & IT

Description

Jurnal "COMPILER" dengan ISSN Cetak : 2252-3839 dan ISSN On Line 2549-2403 adalah jurnal yang diterbitkan oleh Departement Informatika Sekolah Tinggi Teknologi Adisutjipto Yogyakarta. Jurnal ini memuat artikel yang merupakan hasil-hasil penelitian dengan bidang kajian Struktur Diskrit, Ilmu ...