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All Journal Transmisi: Jurnal Ilmiah Teknik Elektro JTEV (Jurnal Teknik Elektro dan Vokasional Teknika: Jurnal Sains dan Teknologi Info-Teknik Electro Luceat AKSIOLOGIYA : Jurnal Pengabdian Kepada Masyarakat JTERA (Jurnal Teknologi Rekayasa) Techne : Jurnal Ilmiah Elektroteknika SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Jurnal DISPROTEK Barometer EPIC : Journal of Electrical Power, Instrumentation and Control TEKNOKOM : Jurnal Teknologi dan Rekayasa Sistem Komputer JE-Unisla Jambura Journal of Electrical and Electronics Engineering Jurnal Elkolind : Jurnal Elektronika dan Otomasi Industri Jurnal Teknik Elektro Uniba (JTE Uniba) Jurnal Pengabdian kepada Masyarakat Teknologika Jurnal Pengabdian Mandiri MATRIX : JURNAL MANAJEMEN TEKNOLOGI DAN INFORMATIKA Electrician : Jurnal Rekayasa dan Teknologi Elektro Jurnal Elektro Kontrol (ELKON) JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Power Elektronik : Jurnal Orang Elektro Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering)
Dian Budhi Santoso
Universitas Singaperbangsa Karawang
Agriculture, Biological Sciences & Forestry Humanities Chemical Engineering, Chemistry & Bioengineering 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 Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Improvement of the automatic gamma correction method in cloud image detection Bayu Nadya Kusuma; Dian Budhi Santoso
Matrix : Jurnal Manajemen Teknologi dan Informatika Vol. 12 No. 3 (2022): Matrix: Jurnal Manajemen Teknologi dan Informatika
Publisher : Unit Publikasi Ilmiah, P3M, Politeknik Negeri Bali

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31940/matrix.v12i3.137-146

Abstract

Clouds become an important part of human life and are studied in several disciplines in the form of important analyses in some applications. Examples of application of cloud analysis on solar panels or photovoltaics, accurate weather forecasts, accuracy of rainfall predictions, application in the field of meteorology, imaging of the sky in some cases, air humidity survey, and the case of turbulence on Aircraft caused by clouds cumulonimbus. The structure and shape of the clouds are continuously changing, becoming an interesting part to detect. The cloud detection process can be done by taking several samples of imagery from the cloud and the image processing process is done. Most research processes RGB cloud imagery into HSV cloud imagery, Some research using the image detection method of flying apply the channel's convolution R-B, R/B, B-RB+R, and chroma C = max(R, G, B)-min(R, G, B. Gamma correction has an efficient characteristic of storing and dividing imagery by small bits, thus the study proposed an image detection development using automatic gamma correction, with ground truth being Image data from SWIMSEG Nanyang Technological University Singapore. The proposed method in the proposed study obtained a precision value and better computing time with a precision value of 0.93 and a computational time of 0.71 sec.
Co-Authors Ahmad Rahmat Hidayat Ario Prima Arnisa Stefanie Bayu Nadya Kusuma Dadan Darmawan Dede Siti Nurjannah Devith Christian Eri Widianto Farizal Abdilah Fitria Nurul Husna Galih Pratama Sulaeman Galih Setyaji Henry Prasetya Ibrahim Ibrahim Imam Rama Muttaqin Indri Purwita Sary Insani Abdi Bangsa Jojo Sumarjo Jordan Zefanya Purba Kardiman Khotimatul Fauziah Krisna Aditya Lela Lela Nurpulaela Lela Nurpulaela Lela Nurpulela Lila Setiyani Linkha Hardine M Haikal Ismawan Maman Suryaman Marno, Marno Mufti Miftahul Kudus* Muhamad Nurul Fikri Muhammad Fachrul Rosyidi Muhammad Rafli Bolkiah Ni Luh Bella Dwijaksara Nugraha, Asep Erik Nurani Masyita Nurul Ikhsan Rafli Gymnastiar Rahmat Gunawan Rean Khotama Reni Rahmadewi Reza Pahlevi Ridwan Satrio Hadikusuma Rifki Fajar Nugraha Risma Fitriani Risma Fitriyani Riza Ibnu Adam Rizki Febriansyach Rizky Priyambudi* Safrian Andromeda Salomo Sarjiya Setya Aria Putra Sulistyo Sidik Purnomo Ujang Cakra Buana Ujang Cakra Buana Ulinnuha Latifa Vita Efelina Yuliarman Sarigih