Article Per Year (5 Year)
p-Index From 2020 - 2025
2.293
P-Index
This Author published in this journals
All Journal J@TI (TEKNIK INDUSTRI) Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Jurnal Ilmiah Mikrotek Prosiding SNATIKA Vol 01 (2011) REKAYASA Jurnal Ilmiah Pangabdhi Jurnal Teknik Mesin Journal of Robotics and Control (JRC) International Journal of Science, Engineering and Information Technology International Journal of Robotics and Control Systems
Faikul Umam
Mechatronics Engineering, University Of Trunojoyo Madura
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mechanical Engineering Physics Social Sciences Other

Published : 24 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : International Journal of Robotics and Control Systems

 1 
Enhanced Human Hitting Movement Recognition Using Motion History Image and Approximated Ellipse Techniques Diyasa, I Gede Susrama Mas; P, Made Hanindia; Zamri, Mohd; Agussalim, Agussalim; Humairah, Sayyidah; A, Denisa Septalian; Umam, Faikul
International Journal of Robotics and Control Systems Vol 5, No 1 (2025)
Publisher : Association for Scientific Computing Electronics and Engineering (ASCEE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/ijrcs.v5i1.1599

Abstract

Recognition of human hitting movement in a more specific context of sports like boxing is still a hard task because the existing systems use manual observation which could be easily flawed and highly inaccurate. However, in this study, an attempt is made to present an automated system designed for this purpose to detect a specific hitting movement commonly known as a punch using video input and image processing techniques. The system employs Motion History Image (MHI) to model trajectories of motions and combine them with other parameters to reconstruct movements which tend to have a temporal component. Thus, CCTV cameras set at different positions (front, back, left and right) enable the system to identify several types of punches including Jab, Hook, Uppercut and Combination punches. The most important aspect of this work is the proposal of MHI and the Ellipse approximation which is quicker in the integration of both than other sophisticated systems which take a considerable duration in computations. Therefore, the system classifies C_motion, Sigma Theta, and Sigma Rho parameters to distress hitting from non-hitting movements. Evaluation on a dataset captured from multiple viewpoints establishes that the system performs well achieving the goal of 93 percent when detecting both the hitting and the non-hitting motion. These results demonstrate the system’s superiority to the system based such detection methods. This study paves the way for other applications in real-time such as sports analysis, security surveillance, and healthcare requiring greater efficiency in and accuracy of human movement assessment. The focus of future work may be in the direction of improving the recognition of slower movements, also modifying the system for more dynamic conditions in the future.
Co-Authors - - M.latif A, Denisa Septalian Achmad Fiqhi Ibadillah Adi Kurniawan Aeri Rachmad Agussalim, Agussalim Alfian Ma’arif Andharini Dwi Cahyani Ari Basuki Ari Basuki Dafid, Ach Darwaman, Mochammad Ilham Devie Rosa Anamisa Diyasa, I Gede Susrama Mas Firmansyah Adi Putra Firmansyah Adiputra Hairil Budiarto Hairil Budiarto Humairah, Sayyidah Izzuddin Kukuh Winarso Kurniawan, Denni Maulana, Fahmi Misri Gozan Mochamad Yusuf Efendi, Mochamad Yusuf Morshed, Md. Monzur Muhammad Fuad Nizar Amir Nuniek Fahriani, Nuniek Nurwahyudi, Ilham P, Made Hanindia Rachmad Hidayat Sitepu Debora , Ribka Sri Wahyuni Sri Wahyuni Sri Wahyuni Sudianto, Achmad Imam Sukri, Hanifudin Suwarno, Iswanto Thinakaran, Rajermani Triwidyaningrum, Vivi Wahyu Caesarendra Wahyu, Fiki Milatul Yuli Panca Asmara Zamri, Mohd