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All Journal JSM (Jurnal SIFO Mikroskil) Indonesian Journal of Artificial Intelligence and Data Mining Jurnal Ilmiah Matrik SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan QARDHUL HASAN: MEDIA PENGABDIAN KEPADA MASYARAKAT Jurnal Riset Informatika Abdi: Jurnal Pengabdian dan Pemberdayaan Masyarakat TRIDARMA: Pengabdian Kepada Masyarakat (PkM) JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Journal of Social Responsibility Projects by Higher Education Forum Majalah Ilmiah METHODA
Apriyanto Halim
Universitas Mikroskil
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Journal : Jurnal Riset Informatika

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IMAGE ENHANCEMENT ON OBJECT DETECTION USING L0 GRADIENT PRIOR Sunario Megawan; Hernawati Gohzali; Apriyanto Halim
Jurnal Riset Informatika Vol. 4 No. 1 (2021): December 2021
Publisher : Kresnamedia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34288/jri.v4i1.142

Abstract

Abstract Object detection is a technique used to retrieve certain parts of the image. The part can be in the form of scenery, people, or other objects. At the time of object detection, the image obtained can experience a decrease in image quality which can be caused by weather factors, namely fog, smoke, dust, rain, and others. A decrease in the quality of the image can result in errors in classification and the inability to recognize objects in the image. Therefore, the process of improving image quality becomes very important to do at the pre-processing stage in detecting image objects. The focus of the problem to be solved in this study is the return of a blurred image using L0 Gradient Prior. The results showed that the application of L0 Gradient Prior in restoring a blurred image can increase the number of objects that can be detected by the object detection system.
Co-Authors AA Sudharmawan, AA Afen Prana Utama Sembiring Andri, Andri Antoline, William Arbecco, Arbecco Arif Munanda Tanjung Arruhu Nahya Carles Juliandy Caroline Caroline Divoni Wesly Elly, Elly Erwin Setiawan Panjaitan Felix Felix Felix Gunawan Gunawan Gunawan, Erin Hernawati Gohzali Irpan Pardosi Joosten Joosten Kelvin Kelvin Kenny Calnelius Winata Khairul Hawani Rambe Marya A. Y. Sihombing Mirza Ilhami Mustika Ulina Pahala Sirait Pipin, Sio Jurnalis Putri, Sekar Salsabila Setiawan Riky Gunawan Saputra, Ardi Sidabutar, Honey Christine Sinaga, Frans Mikael Sophya Hadini Marpaung Suci Pertiwi Sunario Megawan Sunario Megawan Syanti Irviantina Tanti Tanti Tommy - Tumanggor, Windah Tya Wildana Hapsari Ulina, Mustika Vanness Pratama Wijaya, Leonardi Rendy Wijaya, Leonardo Randy Wulan Sri Lestari Zahfira, Dayanah