In this work, we tackle the Dynamic Optimization Problem (DOP) of IA in a real-world application using a Dynamic Optimization Algorithm (DOA) called Fractal Decomposition Algorithm (FDA), introduced by recently. We used FDA to perform IA on CCTV camera feed from a tunnel. As the camera viewpoint can change by multiple reasons such as wind, maintenance, etc. the alignment is required to guarantee the correct functioning of video-based traffic security system.
Cite
@article{arxiv.2209.11695,
title = {Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm},
author = {Arcadi Llanza and Nadiya Shvai and Amir Nakib},
journal= {arXiv preprint arXiv:2209.11695},
year = {2022}
}