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SUDARYANTO SUDARYANTO
Program Studi Administrasi Negara Universitas Lancang Kuning
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Recognition of Hand Gestures Using Image with Histogram Feature Extraction and Euclidean Distance Classification Method Astuti, Yenni; Sudaryanto, Sudaryanto; Ariyanti, Indah Dwi
Compiler Vol 13, No 2 (2024): November
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/compiler.v13i2.2640

Abstract

Human-Computer Interaction technology allows humans to communicate with computers using natural language such as gestures. One of the gestures used by humans to communicate is hand gestures. In this research, hand gestures are recognized using images that represent pitch, roll, and yaw movement. As a feature extraction method, the histogram is used, while the classification method used is the Euclidean distance. From the experimental results, the combination of the histogram feature extraction method and the Euclidean distance classification method had an accuracy of 30 percent for images representing pitch and yaw movements, and 60 percent for images representing roll movements.
Co-Authors Abdul Chalik Nasution, Abdul Chalik Agustian, Harliyus Ahmad, Imran Ainun, Ainun Ajib Susanto Alexsander Yandra, Alexsander Allya Zulfa Suratinoyo, Zahna Amelia, Ayu Andi Halimah Anifatul Hanim Anik Wulandari Anton Setiawan Honggowibowo Arief Budiono Arifin, Juhar Arifin, Wanda Ariyanti, Indah Dwi Arizal N Armansyah Armansyah Arpandjaman, Arpandjaman Arsad, Jamal Hi. Arwin Datumaya Wahyudi Sumari Astika AyuningTyas, Astika Bela Sintiya Cahya, Ibnu Adnan Cendriono, Nanang Cessara, Deno Daseftra Cindy Guswanti Citra Mutiara Dewi Dailaiti, Surya Dewi Prihatini Dhiarto, Herman Cahyo Dian Rianita Dinda Rakhma Fitriani Dwi Nugraheny, Dwi Eddy Asnawi Edi Santoso Erawan, Tiar Etebom, John Monday Fahrurozi, Achmad Fara Merian Sari Fikri Budiman Fitri Fitri Franesti, Dita Hadi Paramu Hakim, Supartina Harefa, Berianto Haruno Sajati Hernimawati Hernimawati Herniwati Herniwati I Gede Bayu Wijaya Ika Barokah Suryaningsih Imam Suroso Indarto, Erik Wahyu Irawati Irawati Iwan Arasit Jalil, Rusli Johan Johan Kiayati Yusriyah Kristanta, Stephanus Yosi Kristanto Jiwo Saputro Kuntari, Lelly Dwi Kurniady, Endang Kusumawati, Yupie Lany Nurhayati Leksonowati, Sri Saadiyah Lestari, Virny Dwiya Lestyani, Lestyani Lutfi, Agus Maidah, St Khadijah Indah Mardiah Mardiah Mochammad Imron Awalludin Mukhammad Fauzi Mulyono, Ibnu Utomo Wahyu Nanik Istiyani Ningrum, Novita Kurnia Novanadila, Iva Nugraha, Rahmat Nurkhamim, Nurkhamim Nurpiani, Mila Nurul Qomariah Nuryatno, Edi Triono Pamungkas, Dedi Bintang Parinduri, Luthfi Pramudia, Dafa Trinadi Pujiastuti, Asih Purwati Zisca Diana, Purwati Zisca Rahmat Nugraha Rahmawati, Ayu Febriyanti Dewi Raja Harahap Ramadhani, Nur Awalia Syahri Rangan, Frederico Espinoza Rendi Fajar Utama Edri Rian, Agung Firmansyah Rifki Kosasih Rosida, Siti Rofiatun Ruslyhardy Ruslyhardy Ruslyhardy, Ruslyhardy Salam Aryanto Santoso, Muji Saputri, Jeni Sartika, Santi Setiaji, Didit Adi Setiawan, Husni Setyani, Atik Soni Sisbudi Harsono, Soni Sisbudi Sonia Felga Soviyah, Soviyah Sowwam, Muhammad Suharto Suharto Sulistyo, Kartikasari Putri Suminar S. Achmadi Surya Dailiati Surya Daliati Sutisna Sutisna Syukron, Muhammad Tatok Endhiarto Tiyas, Nenden Wulan Septianning Tri Ngudi Wiyatno Triandika, Taufan Untung Sukamto, Untung Wijaya, Junior Hendri Wijaya, Widiastiana Vista Wintolo, Hero Wiyasa, Ega Ari Yasmina Amalia, Yasmina Yenni Astuti, Yenni Yuliani Indrianingsih Yusmartato, Yusmartato Zefron, Zefron