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Image Processing-Based Morris Water Maze Rat Tracking System: Design and Analysis Sutrisno Ibrahim; Gayatri Dewani; Joko Hariyono; Faisal Rahutomo; Nanang Wiyono; Ratih Yudhani
Journal of Fuzzy Systems and Control Vol. 4 No. 3 (2026): Vol. 4 No. 3 2026
Publisher : Peneliti Teknologi Teknik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59247/jfsc.v4i3.411

Abstract

Four experimental rats consisting of one normal rat and three Alzheimer's-induced rats were analyzed. The proposed system employed ImageJ integrated with the RatsTrack and Macro RatsTrack plugins using a centroid based tracking approach. The system successfully extracted movement trajectories, distance travelled, speed, acceleration, and quadrant dwell time during acquisition and probe trials. The system performance was validated by comparing quadrant dwell times obtained from the proposed system with manual observations. The percentage differences ranged from 2.29% to 70.97%. demonstrating that the proposed system can effectively represent rat behavioral patterns, although discrepancies remain in certain quadrants requiring further refinement.
Co-Authors Abdul Latif Priyadi Agustaf Fanisnaini Narolis Ahmad Hafidh Ayatullah Aisy Muhammad R Ali, Muhammad Haidar Aljalal, Majid Ananda Putra Kanieza Anna Mayyah Soraya Annisa Taufika Firdausi Annisa Taufika Firdausi Ariadi Retno Tri Hayati Ririd Ariyo, Bashiru Olalekan Aulia, Indinabilah Bambang Harjito, Bambang Carfin Febriawan Pratama Putra Christine Dewi Christine Kartika Dewi Daffa , Aminuddin Dea Muthia Febry Dhebys Suryani Hormansyah, Dhebys Suryani Dhiana Novita Sari Diana Mayangsari Ramadhani Diana Mayangsari Ramadhani Dimas Rossiawan Hendra Putra Dwi Puspitasari Dyah Ayu Irawati Dyah Ayu Irawati, Dyah Ayu Ekojono Febri Liantoni Fidyawan, Miftahul Agtamas Gayatri Dewani Gilang Fajar Ramadhan Gunawan Budi Prasetyo Hafidh Ayatullah, Ahmad Haris Setiyono Hayyan Yusuf Henda, Reihan Ibrahim, Sutrisno Ikawati, Deasy Sandhya Elya Imam Fahrur Rozi Imam Nawawi Imam Nawawi, Imam Indinabilah Aulia Inggrid Yanuar Risca Pratiwi Inggrid Yanuar Risca Pratiwi Irvan Wahyu Nurdian Joko Hariyono Joko Haryono Josaphat Tetuko Sri Sumantyo Kaleb Nathan Zebua Kharismadita, Paratisa Kurniawan, Muhammad Fachrul Latif Priyadi, Abdul M Bisri Musthofa Meiyanto Eko Sulistyo Mekonnen, Atinkut Molla Miftahul Agtamas Fidyawan Miftahul Anwar Moechammad Sarosa Muhammad Alif Rizky Naufal Muhammad Arief Rahman Muhammad Arief Rahman Muhammad Bisri Musthafa Muhammad Elfa Rodhian Putra Muhammad Fachrul Kurniawan Muhammad Hamka Ibrahim Muhammad Hamka Ibrahim Muhammad R, Aisy Muhammad Rifky Prayanta Mungki Astiningrum Musthafa, Muhammad Bisri Nanang Wiyono Ngat mari Ngatmari Ngatmari Ngatmari, Ngatmari Nugraha, Bagus Putra Nur Rochmanshah Nurdian, Irvan Wahyu Pangestu Nur Mirzha Paratisa Kharismadita Pramana Yoga Saputra Pramudita, Muhammad Aisamuddin Eka Putra Prima Arhandi, Putra Prima Putra, Carfin Febriawan Pratama Rahmad, Cahya Rahman, Muhammad Arief Rahmat Rohmani Ratih Yudhani Ridwan Rismanto Riyanarto Sarno Rochmanshah, Nur Rohman, Obby Auliyaur Rosa Andrie Asmara Sari, Dhiana Novita Septarina, Amalia Agung Subuh Pramono Sulistyoningrum, Trie Endah Sutrisno Ibrahim Sutrisno Ibrahim Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno, Sutrisno Ulla Delfana Rosiani Velisa Nur Aini Yoppy Yunhasnawa Yushintia Pramitarini Yushintia Pramitarini Zaidan Alvin Al Hanif Zanuar Hanif Rachmat Adi