Thievery is a problem that can harm theft victims. Thievery usually occurs at night when there is no supervision of goods in a location. To avoid thievery and monitor conditions in a location, CCTV (Closed-Circuit Television) cameras can be used. However, the function of CCTV camera systems is only a passive monitoring systems. In this paper, a human activity recognition is designed using CCTV cameras to produce a security system. Inputs on the recognition process are videos obtained from CCTV cameras installed in the shrimp pond. Human activity recognition that is used in this study is Convolutional Neural Network. Before the human activity recognition was carried out, the program first detected humans with the YOLO (You Only Look Once) algorithm and tracking it with the SORT (Simple Online and Realtime Tracking) algorithm. The results obtained from the human activity recognition is class labels on human objects that are tracked.
| Published by | Ikatan Ahli Informatika Indonesia |
| Journal Name | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) |
| Contact Phone | +628126777956 |
| Contact Name | Yuhefizar |
| Contact Email | jurnal.resti@gmail.com |
| Location | , INDONESIA |
| Website | RESTI| http://jurnal.iaii.or.id/index.php/RESTI| |
| ISSN | ISSN : 25800760, EISSN : 25800760, DOI : https://doi.org/10.29207/resti.v2i3.606, |
| Core Subject | Science, Engineering, |
| Meta Subject | Computer Science & IT, Engineering, |
| Meta Desc | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) dimaksudkan sebagai media kajian ilmiah hasil penelitian, pemikiran dan kajian analisis-kritis mengenai penelitian Rekayasa Sistem, Teknik Informatika/Teknologi Informasi, Manajemen Informatika dan Sistem Informasi. Sebagai bagian dari semangat menyebarluaskan ilmu pengetahuan hasil dari penelitian dan pemikiran untuk pengabdian pada Masyarakat luas dan sebagai sumber referensi akademisi di bidang Teknologi dan Informasi. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) menerima artikel ilmiah dengan lingkup penelitian pada: Rekayasa Perangkat Lunak Rekayasa Perangkat Keras Keamanan Informasi Rekayasa Sistem Sistem Pakar Sistem Penunjang Keputusan Data Mining Sistem Kecerdasan Buatan/Artificial Intelligent System Jaringan Komputer Teknik Komputer Pengolahan Citra Algoritma Genetik Sistem Informasi Business Intelligence and Knowledge Management Database System Big Data Internet of Things Enterprise Computing Machine Learning Topik kajian lainnya yang relevan |
| Penulis | Arfan, M , Ahmad Nurjalal , Maman Somantri , Sudjadi |
| Publisher Article | Ikatan Ahli Informatika Indonesia (IAII) |
| Subtitle Article | Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 5 No 1 (2021): Februari 2021 |
| Scholar Google | http://scholar.google.com/scholar?q=%2Bintitle%3A&… |
| View Article | https://jurnal.iaii.or.id/inde… |
| DOI | https://doi.org/10.29207/resti.v5i1… |
| DOI Number | DOI: 10.29207/resti.v5i1.2888 |
| Download Article [1] | https://jurnal.iaii.or.id/index.php/REST… |
| Download Article [2] |
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