IEEE

A CNN-Transformer Hybrid Approach for Crop Classification Using Multitemporal Multisensor Images

Abstract: Multitemporal Earth observation capability plays an increasingly important role in crop monitoring. As the frequency of satellite acquisition of remote sensing images becomes higher, how to ...

Reasonable Classification, Not Religious Favour: Bombay HC Shuts Down Challenge To Sikh Helmet Exemption

The court noted that for an orthodox Sikh, the turban is not a mere accessory or a matter of personal style but an ...
Tech Xplore

Reliably detecting and clearly explaining deepfake images

Artificial intelligence can now generate images that are virtually indistinguishable from real ones. Researchers at the Fraunhofer Institute of Optronics, System Technologies and Image Exploitation ...
Frontiers

Deep Domain Adaptation Applied to Remote Sensing Data Analysis

Deep learning has transformed remote sensing, driving state-of-the-art results in land use and land cover classification, ...
IEEE

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

Abstract: Due to the advantages of deep learning, in this paper, a regularized deep feature extraction (FE) method is presented for hyperspectral image (HSI) classification using a convolutional ...