supervised and unsupervised classification remote sensing basic difference

Radiation-Tolerant Unsupervised Deep Image Stitching for Remote Sensing

3 Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China. 4 DFH Satellite Co., Ltd., Beijing, China. For PyTorch dependency, see ...

IEEE

Inter-Sensor High-Resolution and Multi-Temporal Image Fusion for Unsupervised Domain Adaptation in Remote Sensing

Abstract: Motivated by the increasing demand for robust segmentation in unlabeled remote sensing data, we propose domain adaptation multimodal and multi-temporal transformer (DAM-Former), a novel ...

WIVB-TV

Winter storm classification: The difference between advisories, watches and warnings

Western New York has gotten an early taste of winter this season, with two lake effect systems and one Nor’easter in late November and early December. Snow, ice and high winds have battered the area ...

Frontiers

3D colored point cloud classification of a deep-sea cold-water coral and sponge habitat using geometric features and machine learning algorithms

Classification of benthic habitats in the deep sea is instrumental in managing and monitoring marine ecosystems as it provides distinct units for which changes can be quantified over time. These ...

PC Magazine

Adobe Illustrator vs. Photoshop: What's the Difference?

Adobe Illustrator vs. Photoshop: What's the Difference? Illustrator and Photoshop rule their respective graphic design and image editing roosts, but they have some overlapping features. I break down ...

IEEE

Fine-Grained Style Alignment and Class Balance for Unsupervised Domain Adaptation in Remote Sensing Image Segmentation

Abstract: Unsupervised domain adaptation (UDA) is an effective method for addressing the domain shift issue between the source and target domains in high-resolution remote sensing images ...

Robb Report

How This Startup Is Making Watch Repair Easier—and Faster

This story is from an installment of In the Loupe, our weekly insider newsletter about the best of the watch world. Sign up here. Anyone who’s ever had to repair a luxury timepiece knows the drill: ...

Scientific Research Publishing

Richards, J.A. (2022) Clustering and Unsupervised Classification. In: Richards, J.A., Ed., Remote Sensing Digital Image Analysis, Springer International Publishing, 369-401.

ABSTRACT: In this study, we employ a spatial unsupervised classification technique to analyze the spatio-temporal variability of Sea Surface Temperature (SST) in the tropical African zone. The ...

GitHub