A Statistical Analysis for Wavelength-Resolution SAR Image Stacks
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DOI: 10.1109/lgrs.2019.2917627
Abstract: This letter presents a clutter statistical analysis for stacks of wavelength-resolution synthetic aperture radar (SAR) images. Each image stack consists of SAR images generated by the same sensor, using the same flight track illuminating the… read more here.
Keywords: resolution; resolution sar; wavelength resolution; statistical analysis ... See more keywords
CNN-Based Change Detection Algorithm for Wavelength-Resolution SAR Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2020.3027382
Abstract: This letter presents an incoherent change detection algorithm (CDA) for wavelength-resolution synthetic aperture radar (SAR) based on convolutional neural networks (CNNs). The proposed CDA includes a segmentation CNN, which localizes potential changes, and a classification… read more here.
Keywords: change detection; detection; detection algorithm; wavelength resolution ... See more keywords
False Alarm Reduction in Wavelength–Resolution SAR Change Detection Schemes by Using a Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2020.3034758
Abstract: In this letter, we propose a method to reduce the number of false alarms in a wavelength–resolution synthetic aperture radar (SAR) change detection scheme by using a convolutional neural network (CNN). The detection is performed… read more here.
Keywords: change detection; detection; sar change; wavelength resolution ... See more keywords
False Alarm Reduction in Wavelength-Resolution SAR Change Detection Using Adaptive Noise Canceler
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DOI: 10.1109/tgrs.2016.2611684
Abstract: This paper introduces a method to reduce false alarms in wavelength-resolution synthetic aperture radar (SAR) change detection and aims at very high frequency-band systems like the Coherent All Radio Band System (CARABAS). The false alarms… read more here.
Keywords: change; false alarms; change detection; sar ... See more keywords