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

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

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...

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Bibliographic Details
Main Authors: Du, John Benedict, Mayuga, Gian Paolo, Guico, Maria Leonora
Format: text
Published: Archīum Ateneo 2024
Subjects:
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
Online Access:https://archium.ateneo.edu/ecce-faculty-pubs/161
https://archium.ateneo.edu/context/ecce-faculty-pubs/article/1155/viewcontent/21211_41688_1_PB.pdf
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Institution: Ateneo De Manila University

Internet

https://archium.ateneo.edu/ecce-faculty-pubs/161
https://archium.ateneo.edu/context/ecce-faculty-pubs/article/1155/viewcontent/21211_41688_1_PB.pdf

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