Article Per Year (5 Year)
p-Index From 2021 - 2026
3.982
P-Index
This Author published in this journals
All Journal PROSIDING CSGTEIS 2013 Proceeding of the Electrical Engineering Computer Science and Informatics Jurnal ULTIMA Computing Jurnal Sistem Cerdas TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika Indonesian Journal of Electrical Engineering and Computer Science Jurnal Teknik Informatika (JUTIF) Proceedings Series on Physical & Formal Sciences Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) eProceedings of Engineering Serambi Engineering Prosiding Seminar Nasional Ilmu Sosial dan Teknologi (SNISTEK)
Muhammad Ary Murti
Universitas Telkom
Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Mechanical Engineering Social Sciences Other

Published : 53 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Jurnal Teknik Informatika (JUTIF)

 1 
THE CALCULATION SYSTEM OF NUMBER OF PEOPLE IN A ROOM BASED ON HUMAN DETECTION USING HAAR-CASCADE CLASSIFIER Gusti Ngurah Rama Putra Atmaja; Koredianto Usman; Muhammad Ary Murti
Jurnal Teknik Informatika (Jutif) Vol. 2 No. 2 (2021): JUTIF Volume 2, Number 2, December 2021
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20884/1.jutif.2021.2.2.83

Abstract

Data of number of people in the room, calculations are usually carried out by assigning someone to oversee a room. In this final project, a system for calculating the number of people in the room is designed with image processing based on human detection that can be used in rooms, both for commercial applications and for security. This system uses Raspberry Pi device that already has an image processing method Haar-Cascade Classifier. Input data is in the form of video taken directly via webcam to be captured into a frame so that it can be used as a input the Haar-Cascade Classifier method and perform the counting process will be sent to the Antares platform. The system design has been tested with five scenarios. Scenario 1 the effect of the distance of the object, scenario 2 the effect of the pose of the object, scenario 3 the effect of the amount the object in the frame, scenario 4 affects the scale factor and scenario 5 measurement computation time. Scenarios 1 to 3 will do the best configuration for minimum neighbour. The system gets the best accuracy of 98,5% when the object distance 4 meters, the best accuracy of 96,6% when the object is facing forward and accuracy the best is 97,7% when the object in the frame is more than two objects with the best configuration use the minimum neighbour 5. Scenario 4 gets accuracy the best is 76,2% when using the scale factor 1.1. Scenario 5 gets the average computation time of the system is under one second, meaning the detection process done pretty fast.
Co-Authors Abdulloh Salahul Haq Achmad Rizal Adam, Muhamad Dhani Aditya Kurniawan Agung Nugroho Jati Ahmad Adhitya Nurhadi Ahmad Fauzan Jaya Akbar Budi Wikanta Alif Ghifari Amanda Austin Herlambang Andi Shridivia Nuran Andi Wahyu Adi Arryansyah Andi Zulfakar Angela, Fallerina Ribka Angga Rudinar Anggawa Kharisma Hananta Aprillia, Rizky Arfian, Ganjar Tri Azam Zamhuri Fuadi Bachri, Ibram Muharam Baihaqi, Zaidan Fitra Bazwir, Arasy Billy Ahmad Abdilah Cahya Kusuma Ardhi Casi Setianingsih Denny Darlis Difa Surya Putra Erwin Susanto Estananto Fahmi Ahmad Fauzi Faisal Budiman Fiky Y. Suratman Gandeva Bayu Satrya Gurnita Koncara Indraloka Gusti Ngurah Rama Putra Atmaja Hafizh , Luthfi Abdul Haq, Abdulloh Salahul Ibnu linursafa Imron Rizaldi Indra Prastowo Inung Wijayanto Irawan Dwi Purnomo Irfan Suhendra Irvan Akbar Anka Pratama istiqomah istiqomah Junartho Halomoan Koredianto Usman Kusprasapta Mutijarsa Listy Amalia Luthfi Abdul Hafizh Maruli Tua Baja Sihotang Modirono, Muh Ihsan Akmal Muhamad Ramadhan Muhammad Fathurrohim Nur Muhammad Hablul Barri Muhammad Imam Nashiruddin Muhammad Nasrun Muhammad Nur Rasyid Nahdatin Hasanah Napitu, Jefri Radianto Novi Prihatiningrum Nyoman Bogi Aditya Karna Porman Pangaribuan Rahadian Reza Rizaldy Rahmat Awaludin Salam Rahmat Syamsudaris Ramadhan, Muhammad Rifqi Ramdhan Nugrah Ratna Mayasari Ratri Dwi Atmaja Refnaldy Hartono Rezka Bunaiya Prayudha Rizka Alifya Rahman Rizki Ardianto Priramadhi Rizki Kurniawati Rizqi Surya Utama Sasmito, Ahmad Yulianto Bekti Selvy Zelia Sari Shalahuddin Kartika Candra Sony Sumaryo Syafri Akhsanul Iqbal Unang Sunarya Wahyuni, Putri Stri Willy Anugrah Cahyadi