IEEE

Diffusion-Noise-Based Augmentation for Long-Tailed Remote Sensing Image Classification

Abstract: Remote sensing image classification refers to the task that using algorithms to categorize satellite or aerial imagery into different land cover types. In the real world, long-tailed data ...
Open Access Government

Improved herbicide stewardship with remote sensing and machine learning decision-making tools

Weeds pose the most persistent and costly threat to crop production in Canada, driving widespread herbicide use and accelerating the rise of herbicide-resistant species ...
Frontiers

Improving remote sensing scene classification with data augmentation techniques to mitigate class imbalance

1 Qingdao Huanghai University, Qingdao, China 2 College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao, China High-resolution remote sensing imagery is a powerful ...
IEEE

High-Resolution Remote Sensing Image Scene Classification Using Star Kernel Feature Integration

Abstract: In the classification of high-resolution remote sensing images, intricate scenes along with variations in lighting and viewpoint pose significant challenges for current convolutional neural ...
SpaceNews

Chinese spacecraft image Maxar remote sensing and U.S. early warning satellites

The third Long March 7A rocket lifts off from Wenchang, Dec. 23, 2021, carrying two Shiyan-12 satellites. Credit: CASC/Liu Yan HELSINKI — Chinese spacecraft have imaged orbiting U.S. commercial and ...
Frontiers

CoastVisionNet: transformer with integrated spatial-channel attention for coastal land cover classification

1 School of Integrated Circuits, Guangdong University of Technology, Guangzhou, China 2 School of Computer Science, Xi'an University of Technology, Xi'an, China Introduction: The rapid advancement of ...
Scientific Research Publishing

An Enhanced U-Net Model for Large-Scale Landslide Prediction Using Multi-Source Remote Sensing Data and Physical Risk Assessment ()

1 School of Computer Science, Sichuan University Jinjiang College, Meishan, China. 2 School of Computer Science and Engineering, Sichuan University of Light Chemical Industry, Zigong, China.
SpaceNews

China launches remote sensing satellite for Pakistan with Kuaizhou-1A rocket

A Kuaizhou-1A modified rocket lifts off from Xichang spaceport, July 31 UTC, 2025, carrying the Pakistan's PRSS-01 remote sensing satellite. Credit: Expace HELSINKI — China launched a remote sensing ...