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All Journal Bulletin of Electrical Engineering and Informatics Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Kitektro Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Penelitian Pendidikan IPA (JPPIPA) JMM (Jurnal Masyarakat Mandiri) Martabe : Jurnal Pengabdian Kepada Masyarakat JURNAL PENDIDIKAN TAMBUSAI Jurnal Kreativitas PKM JPGI (Jurnal Penelitian Guru Indonesia) JURNAL MUTIARA NERS Suluah Bendang: Jurnal Ilmiah Pengabdian Kepada Masyarakat Indonesian Journal of Sociology, Education and Development (IJSED) International Journal of Mechanical Engineering Technologies and Applications (MECHTA) Journal of Education Research Jurnal Nasional Teknik Elektro dan Teknologi Informasi SASKARA: Indonesian Journal of Society Studies Bacarita Law Journal Journal Keperawatan YASIN: Jurnal Pendidikan dan Sosial Budaya MASALIQ: Jurnal Pendidikan dan Sains 12 Waiheru ASJN (Aisyiyah Surakarta Journal of Nursing) JURNAL PARADIGMA: Journal of Sociology Research and Education International Journal of Multidisciplinary Sciences and Arts Jurnal Rekayasa elektrika Jurnal Restorative Jurnal INFOTEL West Science Social and Humanities Studies Al-Bayyinah PESARE: Science and Engineering Service Journal JURNAL BUANA Indonesian Journal of Emerging Trends in Community Empowerment Mangabdi: Journal of Community Engagement in Religion, Social, and Humanities DCS: Jurnal Pengabdian Masyarakat Agroscript: Journal of Applied Agricultural Sciences
Afdhal Afdhal
Universitas Syiah Kuala
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering 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 Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : Bulletin of Electrical Engineering and Informatics

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Image investigation using higher moment statistics and edge detection for recognizing abnormal skin Afdhal Afdhal; Zulfikar Zulfikar; Zulhelmi Zulhelmi; Teuku Yuliar Arif
Bulletin of Electrical Engineering and Informatics Vol 9, No 1: February 2020
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (671.844 KB) | DOI: 10.11591/eei.v9i1.1287

Abstract

This paper discusses the recognition of skin abnormalities by investigating the images using high-level statistics and edge detection. Six images of skin diseases were analyzed using several statistical parameters, including high-level moments such as skewness and kurtosis. In comparison, some images from other categories such as animal, architecture, art, vehicle, food, people, and scenery have been analyzed as well. The results were compared to skin disease images. It is expected that the general pattern of statistical parameters can distinguish skin images against images from other categories. MatLab is used as a medium to calculate the values of statistical parameters. The mean and median of the skin disease image are much larger. Meanwhile, the standard deviation is the smallest compared to other categorical images. Almost all the analyzed images close to symmetry. Nearly all images category are distributed more leaning to the left, except for the images of the art category, which is slightly more leaning to the right. Moreover, the edge detection process has been done using the Sobel algorithm. The result, however, cannot clearly distinguish a skin's abnormality. This difficulty is because of the lack of accuracy in selection the intensity.
Co-Authors Adriman, Ramzi Adriman, Ramzi Afdhal Afdhal Agustia, Nofrita Ahyuni Ahyuni Ainal Mardhiah Akbar Akbar Alfarizi, Khalis Amallya, Rania Amri, Asbahrul Angraina, Dilla Apriliani, Nafa Dwi Aqif, Hurriyatul Asfianda, Muhammad Away, Yuwaldi Ben, Hasbaini Beni Aulia, Beni Bigharta Bekti Susetyo Binti Basir, Nurlida Boris Kaido Chairuman Desiana Desiana, Desiana Dhiaul Qadri Elizar Elizar Elvin, Said Devi Ernawati Ernawati Fadhla, Fadhla Fajar Aga Wandana Febriandi Febriandi, Febriandi Feri Agriani Fitri, Rahmadini Awlya Fitriadi, Nuzuli Fonna, Syarizal Gani, Azhar Abdul Haimi Ardiansyah Hasbaini, Hasbaini Haulussy, Rais Rahman Husni Husni Ildawati, Titis imam maulana, imam Immu Puteri Sari Isneini Isneini, Isneini Izzah , Cut Indah Nurul Jamni, Teuku Jannah, Dina Miftahul Johanda, Azra Sastya Junidar, Junidar Junita Putri, Siska Kahlil Muchtar Khaira, Fadhilatul Khairani Khairani Khairil Khairil Lailatur Rahmi Lalihun, Ishaka Leonardo Gunawan, Leonardo Lessy, Dien Taufan Lindawati Lindawati Litaay, Simona Christina Hendrika Ma'aruf, Abdullah Makaruku, Nathalia Debby Manuputty , Feky Manuputty, Feky Maulina, Dian Melinda Melinda Mentari Dian Pertiwi Minda Prima, Syamsul Mislina, Mislina Muhammad Asfianda Munazar Munazar Mutiara Dwi Sari Nefiyarni, Nefiyarni Nofranita, Willy Nugroho, Erlangga Galih Zulva Nurhayati Nurhayati Nurleli, Nurleli Oktiana, Maulisa P., Febriani Anjelika Pahri, Aina Pamudi, Berwi Fazri Perkasa, Rilis Eka Pratama, Irvan Putra Pudjiastuti, Duwi Puguh Setiawan Rahmad Rahmad Rapitos Sidiq Rery Novio Ria Purnawian Sulistiani, Ria Purnawian Riani, Eka Oktarina Rieuwpassa, Sarmalina Rimadeni, Yeni Ritawati Ritawati Rizal Munadi Rizki Wan Okta Bina Rukman, Auliah Andika Rusnanda, Resky Rusyda, Arina Ilfa Santosa, Sigit Puji Saputra, Devi Satria Sari, Asrianti Resita Sari, Ranti Wulan Sastra, Hasan Yudhie Siregar, Yuanita Aprilandini Sismen, Andres Sitio, Roma Sri Mariya Sri Oktika Syahputri Suwardi Suwardi Syafri Anwar SYAHRIAL SYAHRIAL Syahrial, Syahrial Syamsuddin, Asniah Syamsuri, Andi Santri Taufik Taufik Taufiq A. Gani Teuku Yuliar Arif Teuku Yuliar Arif Titing, Williem Bernadus Umran, Munzir Vratiwi, Septiana Warnidar, Eka Wirda Hayati Wiwit Aditama Yahya, Rafiki Rahmat Yohana, Siti Yudha Nurdin Yudi Antomi Yudita, Annisa Yuwaldi Away Zainal, Zulfan Zakaria Zakaria Zalnofri, Zalnofri Zuhar Musliyana Zuhar Musliyana, Zuhar Zulfikar Zulfikar Zulhelmi .