Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/29632
Appears in Collections:Biological and Environmental Sciences Conference Papers and Proceedings
Author(s): Marino, Armando
Dierking, Wolfgang
Wesche, Christine
Contact Email: armando.marino@stir.ac.uk
Title: Contrast enhancement for an iceberg detector with a CFAR test using dual-polarized radar imagery
Citation: Marino A, Dierking W & Wesche C (2016) Contrast enhancement for an iceberg detector with a CFAR test using dual-polarized radar imagery. In: 2016 European Radar Conference (EuRAD). 13th European Radar Conference (EuRAD), London, 05.10.2016-07.10.2016. London: IEEE, pp. 73-76. https://ieeexplore.ieee.org/abstract/document/7811650
Issue Date: 2016
Conference Name: 13th European Radar Conference (EuRAD)
Conference Dates: 2016-10-05 - 2016-10-07
Conference Location: London
Abstract: The identification of small icebergs in SAR images is challenging especially when these are embedded in sea ice. In this work, a new detector is proposed based on dual-polarized incoherent SAR images. Small icebergs have a stronger cross polarization accompanied by a higher cross- over co-polarization ratio compared to sea ice in many cases. This is the rational at the base of the detector. The new detector is tested with dual-polarization ground detected Sentinel-1a Extra Wide swath images acquired over the time span of two months. The test area is on the East Coast of Greenland, where large numbers of icebergs occur. This work is mostly focused on the development of an appropriate Constant False Alarm Rate for the contrast enhanced image, that is based on a modification of the Cell-Averaging CFAR. A quantitative comparison of the proposed detector with an ordinary CA-CFAR using only the cross polarization channel is provided. We focus on grounded icebergs as test targets. The proposed methodology seems able to improve the contrast between icebergs and sea ice clutter up to 75 times. This returns an increased probability of detection and reduced probability of false alarms.
Status: VoR - Version of Record
Rights: The publisher does not allow this work to be made publicly available in this Repository. Please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study.
URL: https://ieeexplore.ieee.org/abstract/document/7811650

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