Change Detection in VHR Imagery With Severe Co-Registration Errors Using Deep Learning: A Comparative Study
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DOI: 10.1109/access.2022.3161978
Abstract: Change detection (CD) through Earth observation techniques can offer very significant information for monitoring tasks in a time-efficient manner. Very high-resolution (VHR) images can display objects in fine detail, thus making it possible to rapidly… read more here.
Keywords: change detection; severe registration; registration; registration errors ... See more keywords
Learning to Detect Changes in Aerial Images in the Presence of Registration Errors
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3193375
Abstract: We present a convolutional neural network (CNN)-based approach for scene-level change detection in aerial images with registration errors. Thousands of aerial images and long videos are routinely acquired for monitoring large areas, such as forests… read more here.
Keywords: change detection; registration; registration errors; detect changes ... See more keywords
Centralized Adaptive CFAR Detection With Registration Errors in Multistatic Radar
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DOI: 10.1109/taes.2018.2816467
Abstract: The problem of centralized adaptive constant false alarm rate (CFAR) detection with registration errors in multistatic radar is considered. When the observation data from different radar sites are not properly aligned after transformed into a… read more here.
Keywords: detection registration; registration errors; multistatic radar; radar ... See more keywords