DECT: Diffusion-Enhanced CNN–Transformer for Multisource Remote Sensing Data Classification
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2024.3479212
Abstract: Methods for joint classification of hyperspectral images (HSIs) with high dimensionality and spectral correlation and other sensor data (e.g., optical, infrared, radar, etc.) are important directions in the field of remote sensing. To better learn… read more here.
Keywords: enhanced cnn; diffusion enhanced; remote sensing; transformer ... See more keywords
Diffusion-Enhanced Dual-Domain Adversarial Network: A Zero-Shot Fault Diagnosis Method for Electrohydrostatic Actuators
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2025.3595601
Abstract: To address the zero-shot fault diagnosis challenge in electrohydrostatic actuator (EHA), a diffusion-enhanced dual-domain adversarial network (DEDDAN) is proposed. Acquired experimental signals were stacked and reorganized in the time domain into grayscale images. A denoising… read more here.
Keywords: diffusion enhanced; zero shot; fault diagnosis; shot fault ... See more keywords