A Trends Analysis of Image Processing in Unmanned Aerial Vehicle
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A Trends Analysis of Image Processing in Unmanned Aerial Vehicle

Authors: Jae-Neung Lee, Keun-Chang Kwak

Abstract:

This paper describes an analysis of domestic and international trends of image processing for data in UAV (unmanned aerial vehicle) and also explains about UAV and Quadcopter. Overseas examples of image processing using UAV include image processing for totaling the total numberof vehicles, edge/target detection, detection and evasion algorithm, image processing using SIFT(scale invariant features transform) matching, and application of median filter and thresholding. In Korea, many studies are underway including visualization of new urban buildings.

Keywords: Image Processing, UAV, Quadcopter, Target detection.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1090562

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References:


[1] J. N. Lee, K. C. Kwak, "A Trends Analysis of Domestic Research in Unmanned Aerial Vehicle image Processing,” Proceedings of KISM Fall Conference , vol. 2, pp. 221-224, November2013.
[2] T. Moranduzzo, F. Melgani, "Automatic Car Counting Method for Unmanned Aerial Vehicle Images,” IEEE Trans. Geoscience and Remote Sensing, vol.52, pp.1635-1647, February2013.
[3] M. Siam, R.Elsayed, M. Elhelw, "On-board Multiple Target Detection and Tracking on Camera-Equipped Aerial Vehicles,”International Conference on Robotics and Biomimetics, pp.2399-2405, February2013.
[4] R. Carnie, R. Walker, P. Corke, "Image Processing Algorithms for UAV "Sense and Avoid”,” in ICRA, International Conference,pp. 2848-2853, May2006.
[5] X. Chaojian, G. Sanxue, "Image Target Identification of UAV Based on SIFT,” inCEIS 2011. Procedia Engineering, vol.15, pp. 3205-3209, August2011.
[6] L. Feng, M. ChenBen, L. Kaiyew, "Integration and Implementation of a Low-cost and Vision-based UAV Tracking System,” in CCC. Chinese Control Conference,pp. 731-736, July2007.
[7] B. J. Lee, S. C. Yoon, Y. J. Lee, "Implementation of Virtual Instrumentation based Realtime Vision Guided Autopilot System and Onboard Flight Test using Rotory UAV,”ICROS Trans. Institute of Control Robotics and Systems, vol. 9, pp. 878-886, August2012.
[8] J. H. Kim, J. W. Jeong, D. I. Han, "Fixed-Wing UAV’s Image-Based Target Detection and Tracking using Embedded Processor,” The Korea NaviGation Institute, vol. 16, pp. 910-919, December2012.
[9] S. H. Jeong, H. M.Lim, J. K. Lee,"Acquisition of 3D Spatial information using UAV Photogrammetric Method,”Korean Society of Surveying, Geodesy, Photogrammetry, vol. 28, pp. 161-167, February2010.