Devdiscourse

AI and hyperspectral imaging power new era of agricultural land use monitoring

International organizations such as FAO, OECD, and EUROSTAT have long sought harmonized methods for land use monitoring. This ...
IEEE

Large Scale Land Cover Mapping in Ontario, Canada, Using a Deep Learning Framework

Abstract: This study addresses the challenge of large-scale land cover mapping using advanced deep learning models. While state-of-the-art deep learning methods have demonstrated promising results in ...
IEEE

DMTF-GAN: A Dual-Branch Mapping GAN With Transformer for Few-Shot Hyperspectral Image Classification

Abstract: Few-shot hyperspectral image classification (HSIC) is a widely investigated area, and generative adversarial network (GAN) based methods can achieve good performance. However, most existing ...
Flagpole

Commissioners Give Future Land Use Map Lukewarm Reception

A new future land use map to guide growth over the next 20 years met with some skepticism from Athens-Clarke County ...