Performance Evaluation and Integration of Distortion Mitigation Methods for Fisheye Video Object Detection

• المؤلفون الرئيسيون: Du, John Benedict, Mayuga, Gian Paolo, Guico, Maria Leonora
• التنسيق: text
• منشور في: Archīum Ateneo 2024
• الموضوعات: Distortion mitigation; Fisheye cameras; Image remapping; Longitudinal-latitude correction; Real-time tracking; Video object detection; YOLOv3; Computer Engineering; Electrical and Computer Engineering; Electrical and Electronics; Engineering
• الوصول للمادة أونلاين: https://archium.ateneo.edu/ecce-faculty-pubs/161; https://archium.ateneo.edu/context/ecce-faculty-pubs/article/1155/viewcontent/21211_41688_1_PB.pdf
• المؤسسة: Ateneo De Manila University

The distortion observed in fisheye cameras has proven to be a persistent challenge for numerous state-of-the-art object detection algorithms, instigating the development of various techniques aimed at mitigating this issue. This study aims to evaluate various methods for mitigating distortion in fis...