Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the IEEE"
DOI: 10.1109/jproc.2022.3219376
Abstract: With the fast development of remote sensing platforms and sensors technology, change detection with heterogeneous remote sensing images (Hete-CD) has become an attractive topic in recent years and plays a vital role in land cover… read more here.
Keywords: detection heterogeneous; change detection; remote sensing;
A Conditional Adversarial Network for Change Detection in Heterogeneous Images
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2018.2868704
Abstract: Due to the distinct statistical properties in cross-sensor images, change detection in heterogeneous images is much more challenging than in homogeneous images. In this letter, we adopt a conditional generative adversarial network (cGAN) to transform… read more here.
Keywords: adversarial network; heterogeneous images; detection heterogeneous; change detection ... See more keywords
Simple Multiscale UNet for Change Detection With Heterogeneous Remote Sensing Images
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3173300
Abstract: Change detection with heterogeneous remote sensing images (HRSIs) is attractive for observing the Earth’s surface when homogeneous images are unavailable. However, HRSIs cannot be compared directly because the imaging mechanisms for bitemporal HRSIs are different,… read more here.
Keywords: change detection; remote sensing; change; detection heterogeneous ... See more keywords
CFAR Knowledge-Aided Radar Detection With Heterogeneous Samples
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DOI: 10.1109/lsp.2017.2688386
Abstract: In this letter, we consider the problem of constant false alarm rate (CFAR) detection in heterogeneous scenarios. We assume that the covariance matrices of the training samples are different from that of the cell under… read more here.
Keywords: detection; knowledge aided; aided radar; detection heterogeneous ... See more keywords
Active Anomaly Detection in Heterogeneous Processes
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DOI: 10.1109/tit.2018.2866257
Abstract: An active inference problem of detecting anomalies among heterogeneous processes is considered. At each time, a subset of processes can be probed. The objective is to design a sequential probing strategy that dynamically determines which… read more here.
Keywords: heterogeneous processes; problem; detection heterogeneous; anomaly detection ... See more keywords