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All Journal JTEV (Jurnal Teknik Elektro dan Vokasional Jurnal Simetris Jurnal Online Mahasiswa (JOM) Bidang Teknik dan Sains Sinergi Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Seminar Nasional Teknologi Informasi Komunikasi dan Industri JURNAL PENDIDIKAN TAMBUSAI Share : Journal of Service Learning International Journal of Electrical, Energy and Power System Engineering (IJEEPSE) Jurnal Ilmiah Wahana Pendidikan Malcom: Indonesian Journal of Machine Learning and Computer Science J-ABDIPAMAS (Jurnal Pengabdian Kepada Masyarakat) Jurnal Rekayasa elektrika Journal of Education Religion Humanities and Multidiciplinary BATOBO: Jurnal Pengabdian Kepada Masyarakat Jurnal Media Akademik (JMA) Buletin Pos dan Telekomunikasi Electrical Today
Linna Oktaviana Sari
Universitas Riau
Religion Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Nursing Social Sciences Other

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Journal : Sinergi

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COMPARISON OF BACKGROUND SUBTRACTION, SOBEL, ADAPTIVE MOTION DETECTION, FRAME DIFFERENCES, AND ACCUMULATIVE DIFFERENCES IMAGES ON MOTION DETECTION Dara Incam Ramadhan; Indah Permata Sari; Linna Oktaviana Sari
SINERGI Vol 22, No 1 (2018)
Publisher : Universitas Mercu Buana

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (634.376 KB) | DOI: 10.22441/sinergi.2018.1.009

Abstract

Nowadays, digital image processing is not only used to recognize motionless objects, but also used to recognize motions objects on video. One use of moving object recognition on video is to detect motion, which implementation can be used on security cameras. Various methods used to detect motion have been developed so that in this research compared some motion detection methods, namely Background Substraction, Adaptive Motion Detection, Sobel, Frame Differences and Accumulative Differences Images (ADI). Each method has a different level of accuracy. In the background substraction method, the result obtained 86.1% accuracy in the room and 88.3% outdoors. In the sobel method the result of motion detection depends on the lighting conditions of the room being supervised. When the room is in bright condition, the accuracy of the system decreases and when the room is dark, the accuracy of the system increases with an accuracy of 80%. In the adaptive motion detection method, motion can be detected with a condition in camera visibility there is no object that is easy to move. In the frame difference method, testing on RBG image using average computation with threshold of 35 gives the best value. In the ADI method, the result of accuracy in motion detection reached 95.12%.
Co-Authors Abda Abda Abiyyah, Liandri Talitha Adi Syahputra Adinda Zilly Arsyika Agam Murtio Putra, Agam Murtio Ahmad Romadan Akbar, Zatryandy Aksana, Anandaku Aldi, Robi Aldy Fadilla Alfon Sera Anashroh Rizkiyah Siregar Andhi, Rahmat Rizal Andika Prinanda Angreany Yasmin Anhar Anhar Anhar Arianda, Habil Putra Arif Fauzar Arif Fauzar Arum Parastika As’ari, Azi Ayu Nabila, Rina Azmi, Agusurio Azzahran, Ramy Batubara, Aldi Kurniawan Batubara, Aldi Kurniawan Berlian, Dini Cristin Manora Dahliyusmanto, Dahliyusmanto Danny Wijaya Dara Incam Ramadhan Dara Incam Ramadhan, Dara Incam Darbi, Ahmad Dian Yayan Sukama Dian Yayan Sukma, Dian Yayan Dwi Putra Retdha Yuhana Edi Susilo Edi Susilo Erma Yuli Clara Saragih Ery Safrianti Ery Syafrianti Eryzal SP Siregar Fajar Kurniawan Feranita Feranita Feranita Feranita Feranita Feranita Feranita Feranita Jalil Feranita Jalil Fikri, Muhammad Haikal Firdaus Firdaus Firdaus Firmawan, Andes Fitri Wulandari Fitriani Saputri Fitriani Saputri Fri Murdiya, Fri Friska Yudhistira Gemilang, Hafiz Pradana Gozali, M Moriandy Hakim Ata Attaturk Hapzi Ali Haritsi, Salman Al Haziq Hazman Hazline Atika Suri Heryanto Chandra Indah Permata Sari Indah Permata Sari Indra Putra Wijaya, Indra Putra Irsan Fitrah Adhil IRSAN TAUFIK ALI Jalil, Feranita Julhendra, Satria Kiki Julita Ningsih Kurniawan, M. R. Lamhot Raden Sitorus M Arif Syiaruddin Madihah Syahnevi, Salwa Mahan, Rian Arighi Marpaung, Ranto Anjasmara Marwa Miri Al-Haque Mei Safrina Mudinillah, Adam Muhammad Ariq Istiqlal, Muhammad Ariq Muhammad Gunawan Muhammad Rasyidin Siregar Muhammad Ridwan Saputra Muhammad Rizki Radhelan Mutia Indah Lestari Nestor Hasudungan Silaban, Nestor Hasudungan Nobon Lazirsah Adnil Nur Aprilia Sari Nurhalim Nurhalim Dani Ali Nurhidayah Rahman Pinarian Elni Endra Saneni Prio Setyo Putra, Candra Galang Gemilang Putri, R.A Rizka Qori Yuliani R.A Rizka Qori Yuliani Putri Rahmad Rudi Clinton Rahmat, Fajar Ramadhan Imam Dzaky Ramadhani Muliaqalbi, Putri Ramadhani, Cut Muthia Retdha Yuhana, Dwi Putra REZA PAHLEVI Rezki Ananda Gusma Rhendy Theopilus Silalahi, Rhendy Theopilus Riadi, Rahadatul ‘Aisy Rian Arighi Mahan Ridho Yatullah Ridho Zikril Hidayatullah Rifaldo, Rifaldo Riki Desrianto Riyati Pasaribu Romadan, Ahmad Rosma, Iswadi Hasyim Rozy Syaputra Ryant Pratama Salhazan Salhazan Salim, Kelvin Rainey Saljuwita, Saljuwita Samudra, Bayu Saputra, Fanny Eka Saputra, M. Fajar Edwin Satiarini, Astri Seprita Wulansari Sihotang, Hari Siti Maryam Sofyan, Usep Sri Ayuni Sugianto, Aktub Suwitno Suwitno Suwitno, Suwitno Syah, Maulana Syahrul Taufano, Haza Tulus Rahayu Tulus Rahayu, Tulus Utari Nurul Fajar Nasution Valentino, Novri Veni Yuherlina Putri, Veni Yuherlina Wahyuningtias, Defvi Wijaya, Alvansya Hawari Wijayanto, M. Rido Yosef Asido Manalu Yostisel Oktaria Yusnita Rahayu Zikri Pradana