Efficient Fuzzy based Image Mosaicing Algorithm for Overlapped Aerial Images

Abdelhai Lati, Mahmoud Belhocine, Noura Achour

Abstract

This article presents an efficient technique for aerial image mosaicing algorithm of overlapped pair of Unmanned Aerial Vehicle (UAV) images. Our algorithm is based on detecting some sparse distinguished set of pixels from captured image. Therefore, in the first stage, FAST algorithm was proposed for determining locations of feature pixels. Local binary pattern (LBP) technique is robust for describing features pixels, but it still suffers from different problems, such as noise and errors in interpolating values of surrounding pixels. Fuzzy logic theory partially solves the noise sensitivity problem associated with LBP approach, therefore; in the second part of this article, a robust method based on fuzzy logic technique was used to create Fuzzy Improved Local Binary Patterns descriptors (Fuzzy ILBPDs) for features matching purpose, after that; homography matrix will be estimated through the best associated features; in order to project the overlapped UAV images. The results of our algorithm maps for some benchmark and effective numerical comparisons with previous related works are presented in this paper.

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Paper Citation


in Harvard Style

Lati A., Belhocine M. and Achour N. (2018). Efficient Fuzzy based Image Mosaicing Algorithm for Overlapped Aerial Images.In Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-989-758-321-6, pages 229-236. DOI: 10.5220/0006826702290236


in Bibtex Style

@conference{icinco18,
author={Abdelhai Lati and Mahmoud Belhocine and Noura Achour},
title={Efficient Fuzzy based Image Mosaicing Algorithm for Overlapped Aerial Images},
booktitle={Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2018},
pages={229-236},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006826702290236},
isbn={978-989-758-321-6},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - Efficient Fuzzy based Image Mosaicing Algorithm for Overlapped Aerial Images
SN - 978-989-758-321-6
AU - Lati A.
AU - Belhocine M.
AU - Achour N.
PY - 2018
SP - 229
EP - 236
DO - 10.5220/0006826702290236