Title :
Image Focusing Using Gauss-Laguerre Circular Harmonic Filters
Author :
Cimminiello, Nicola ; Sorgi, Lorenzo ; Verdoliva, Luisa
Author_Institution :
Euro.Soft s.r.l., Napoli, Italy
Abstract :
This paper presents a novel technique to measure the focus accuracy of an imaging system, by maximizing the energy captured by a bank of Gauss-Laguerre Circular Harmonic Filters (GL-CHFs). These indeed, provide a powerful tool to select and track a set of Focus Control Points (FCPs), over which a robust measure of the overall focus quality of the image can be computed. We will provide an experimental evidence that the proposed focus measure is monotonic and unimodal with respect to image blur and will present a comparative analysis against the most common algorithms available at the state of the art. The obtained results will show that the proposed technique is able to cope with highly noisy sensors, providing a valuable solution for the real time passive calibration of the optical payloads of Earth Observation systems.
Keywords :
calibration; filtering theory; focusing; image processing; Earth observation system; Gauss-Laguerre circular harmonic filter; focus accuracy measurement; focus control points; image blur; image focusing; imaging system; optical payload; real time passive calibration; Accuracy; Chebyshev approximation; Energy measurement; Noise; Noise measurement; Position measurement; Robustness;
Conference_Titel :
Urban Remote Sensing Event (JURSE), 2011 Joint
Conference_Location :
Munich
Print_ISBN :
978-1-4244-8658-8
DOI :
10.1109/JURSE.2011.5764781