Development of Hand Gesture Detection Application for Slap Mosquito Game Based on Image Processing

Rajhaga Jevanya Meliala ; Nur Indah Chasanah ; Jonser Steven Rajali Manik ; Anggito Rangkuti Bagas Muzaqi ; Syah Bintang ; Endang Purnama Giri ; Gema Parasti Mindara
International Journal of Electrical Engineering, M... 📅 2024 Vol 1, No 4 🔗 DOI: 10.62951/ijeemcs.v1i4.108
Abstract
The development of technology with digital image processing is often utilized to solve various problems in image processing, such as facial recognition, object detection, and interaction between users. In this study, we developed an interactive hand gesture-based game titled "Slap Mosquito" that utilizes image processing techniques to control the game through hand gestures. Using Rapid Application Development (RAD), Python, OpenCV, and Pygame methodologies, this game allows users to slap mosquitoes virtually in real-time through hand gesture recognition that is read by the camera and translated into in-game actions. RAD allows rapid development iterations and improvements based on user feedback, which is essential for improving system responsiveness and accuracy. This study focuses on detection precision, system responsiveness, and the impact of lighting on game performance, as measured using frames per second (FPS) and user gameplay results. The test results show that optimal lighting meets high detection accuracy, while low lighting conditions have a negative impact on accuracy and responsiveness. The results of this study provide insights for further development of gesture-based applications, especially regarding the importance of optimizing technical parameters and RAD methodology in improving user experience.
 
 
Keywords
Hand Gesture Recognition; Image Processing; Rapid Application Development (RAD); Detection Accuracy; System Responsiveness
How to Cite

Rajhaga Jevanya Meliala, et al. (2024). Development of Hand Gesture Detection Application for Slap Mosquito Game Based on Image Processing. International Journal of Electrical Engineering, Mathematics and Computer Science, 1(4). https://doi.org/10.62951/ijeemcs.v1i4.108

Rajhaga Jevanya Meliala; Nur Indah Chasanah; Jonser Steven Rajali Manik; Anggito Rangkuti Bagas Muzaqi; Syah Bintang; Endang Purnama Giri; Gema Parasti Mindara, "Development of Hand Gesture Detection Application for Slap Mosquito Game Based on Image Processing," International Journal of Electrical Engineering, Mathematics and Computer Science, vol. 1, no. 4, 2024.

Rajhaga Jevanya Meliala; Nur Indah Chasanah; Jonser Steven Rajali Manik; Anggito Rangkuti Bagas Muzaqi; Syah Bintang; Endang Purnama Giri; Gema Parasti Mindara. "Development of Hand Gesture Detection Application for Slap Mosquito Game Based on Image Processing." International Journal of Electrical Engineering, Mathematics and Computer Science, vol. 1, no. 4, 2024.

Rajhaga Jevanya Meliala; Nur Indah Chasanah; Jonser Steven Rajali Manik; Anggito Rangkuti Bagas Muzaqi; Syah Bintang; Endang Purnama Giri; Gema Parasti Mindara. "Development of Hand Gesture Detection Application for Slap Mosquito Game Based on Image Processing." International Journal of Electrical Engineering, Mathematics and Computer Science 1, no. 4 (2024).

Rajhaga Jevanya Meliala, et al. (2024) 'Development of Hand Gesture Detection Application for Slap Mosquito Game Based on Image Processing', International Journal of Electrical Engineering, Mathematics and Computer Science, 1(4). doi: 10.62951/ijeemcs.v1i4.108.

Rajhaga Jevanya Meliala; Nur Indah Chasanah; Jonser Steven Rajali Manik; Anggito Rangkuti Bagas Muzaqi; Syah Bintang; Endang Purnama Giri; Gema Parasti Mindara. Development of Hand Gesture Detection Application for Slap Mosquito Game Based on Image Processing. International Journal of Electrical Engineering, Mathematics and Computer Science. 2024;1(4).

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