Deteksi Perubahan Citra Pada Video Menggunakan Illumination Invariant Change Detection
Abstract: There is still a lot
of juvenile delinquency in the middle of the community, especially people in
urban areas, in the modern era. Juvenile delinquency may be fights, wild
racing, gambling, and graffiti on the walls without permission. Vandalized wall
is usually done on walls of office buildings and on public or private property.
Results from vandalized walls can be seen from the image of the change between
the initial image with the image after a motion.
This study develops a image change detection system in video to detect
the action of graffiti on the wall via a Closed-Circuit Television camera
(CCTV) which is done by simulation using the webcam camera. Motion detection
process with Accumulative Differences Images (ADI) method and image change
detection process with Illumination Invariant Change Detection method coupled
with image cropping method which carried out a comparison between the a
reference image or image before any movement with the image after there is
movement.
Detection system testing one by different times variations, ie in the
morning, noon, afternoon, and evening. The proposed method for image change
detection in video give results with an accuracy rate of 92.86%.
Penulis: Adri Priadana
Kode Jurnal: jptinformatikadd170068
