Utilization of Digital Drawing Program With Hand Tracking Using the Mediapipe Framework
DOI:
https://doi.org/10.61132/ijmeal.v1i4.112Keywords:
Hand Tracking, MediaPipe, Drawing Program, Computer Vision, User InteractionAbstract
This research focuses on the use of hand tracking technology in a drawing program based on the MediaPipe framework. The aim of this study is to develop a digital drawing system that can track hand movements in real-time without additional input devices like a mouse or stylus. This technology utilizes computer vision algorithms to detect and track the user's hand movements, which are then translated into strokes on the screen. The study employs a descriptive-qualitative method with a software experimentation approach. The results show that the system has a high level of accuracy and is responsive to hand movements, providing a more natural and intuitive user experience. The implications of this research are significant in supporting technology-based educational and creative applications.
References
Budiman, S. N., Lestanti, S., Evvandri, S. M., & Putri, R. K. (2022). Pengenalan Gestur Gerakan Jari Untuk Mengontrol Volume di Komputer Menggunakan Library OpenCV dan Mediapipe. Antivirus: Jurnal Ilmiah Teknik Informatika, 16(2), 223-232.
C. Lugaresi, . J. Tang, H. Nash, C. McClanahan, E. Uboweja, M. Hays, F. Zhang, C.-L. Chang, M. G. Yong, L. Juhyun, W.-T. Chang, W. Hua, M. Georg dan M. Grundmann, “MediaPipe: A Framework for Building Perception Pipelines,” arXiv preprint arXiv:1906.08172, pp. 1-9, 2019.
E. Park, A. P. D. Pobil dan S. J. Kwon, “Usability of the Stylus Pen in Mobile Electronic Documentation,” Electronics, vol. 4, no. 4, pp. 922-932, 2015.
F. L. Ahmad, A. Nugroho dan A. F. Suni, “Deteksi Pemakai Masker Menggunakan Metode Haar Cascade Sebagai Pencegahaan COVID 19,” Edu Elektrika Journal, vol. 10, no. 1, pp. 13 18, 2021.
Fadli, R., Syaputra, H., Mirza, H., & Oktaviani, N. (2022). Perancangan Artificial Intelegence Hand Tracking menggunakan Algoritma Pyramidal Lucas-Kanade Optical Flow. Jurnal Pendidikan dan Konseling (JPDK), 4(4), 2445-2451.
Guntara, M.dan Syakir M. (2020) .Perancangan Gambar Ilustrasi Personifikatif Teknik Digital Dan Penerapannya Pada Merchandise dalam jurnal eduarts vol 09 no 02 hal 71 avaible at URL : https://journal.unnes.ac.id/sju/index.php/eduart/indexing
Hernando, K. (2023). TA: Implementasi Deep Learning untuk Visi Komputer sebagai Mouse Virtual menggunakan Mediapipe dan Faster RCNN (Doctoral dissertation, Universitas Dinamika).
Khafifah, M. (2023). Implementasi Computer Vision Untuk Media Pembelajaran Pengenalan Angka Metode Jarimatika (Doctoral dissertation, Politeknik Negeri Ujung Pandang).
Khairianto, D., & Firdaus, R. (2024). PENERAPAN HAND GESTURE RECOGNITION SEBAGAI MEDIA KONTROL PRESENTASI APLIKASI POWERPOINT. JATI (Jurnal Mahasiswa Teknik Informatika), 8(2), 1852-1860.
MediaPipe, “Live ML anywhere,” MediaPipe, [Online]. Available: https://mediapipe.dev/. [Diakses 6 11 2021].
Oktaviyanti, D., Nugroho, A., & Suni, A. F. (2022). Pemanfaatan Hand Tracking untuk Membuat Program Virtual Painter sebagai Alternatif Menggambar Digital.
RACHMANTO, A. D., & NURHASANAH, Y. I. (2022). Implementasi Hand Tracking Pada Markerless Augmented Reality Dalam Aplikasi Pembelajaran Angklung. e-Proceeding FTI.
Subudiartha, I. N., Sumadewa, I. N. Y., & Sari, N. L. K. M. A. (2023). Medibang Paint Sebagai Media Digital Painting. Jurnal Ilmu Sosial Dan Humaniora, 1(3), 371–380.
SURASA, S. (2023). PENERAPAN TEKNIK DIGITAL PAINTING PADA PRODUKSI FILM ANIMASI 2 DIMENSI “DREAMS”. KNOWLEDGE: Jurnal Inovasi Hasil Penelitian Dan Pengembangan, 3(1), 51-62. https://doi.org/10.51878/knowledge.v3i1.2195
S. Sujithra dan Venkatesan, “VIRTUAL MOUSE USING HAND GESTURE,” International Journal of Modern Trends in Engineering and Research (IJMTER), vol. 4, no. 3, pp. 5-9, 2017.
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