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FMambaIR: A Hybrid State-Space Model and Frequency Domain for Image Restoration

IEEE Transactions on Geoscience and Remote Sensing
With the development of deep learning, impressive progress has been made in the field of image restoration. The existing methods mainly rely on CNNs and Transformers to obtain multiscale feature information.
Xin Luan   +6 more
semanticscholar   +1 more source

Airbus ship detection from satellite imagery using frequency domain learning

Remote Sensing, 2021
M. Al-Saad   +5 more
semanticscholar   +1 more source

WaveNet-SF: A Hybrid Network for Retinal Disease Detection Based on Wavelet Transform in the Spatial-Frequency Domain

Neural Networks
Retinal diseases are a leading cause of vision impairment and blindness, with timely diagnosis being critical for effective treatment. Optical Coherence Tomography (OCT) has become a standard imaging modality for retinal disease diagnosis, but OCT images
Jilan Cheng   +8 more
semanticscholar   +1 more source

CR-Famba: A Frequency-Domain Assisted Mamba for Thin Cloud Removal in Optical Remote Sensing Imagery

IEEE transactions on multimedia
Optical remote sensing images are inevitably affected by cloud cover. To remove clouds from optical remote sensing images, a series of deep learning-based thin cloud removal methods have been developed.
Jiao Liu, Bin Pan, Z. Shi
semanticscholar   +1 more source

Deep regression adaptation networks with model-based transfer learning for dynamic load identification in the frequency domain

Engineering Applications of Artificial Intelligence, 2021
Cheng Wang, Delei Chen, Xiongming Lai
exaly  

Self-Supervised Spatial-Frequency Domain Learning for Time Series Forecasting

ACM Cloud and Autonomic Computing Conference
Yuyang Qian, Cailing Wang, Yushan Ding
semanticscholar   +1 more source

A Novel Cross Frequency-Domain Interaction Learning for Aerial Oriented Object Detection

Chinese Conference on Pattern Recognition and Computer Vision, 2023
Weijie Weng   +4 more
semanticscholar   +1 more source

Spatial-Frequency Domain Learning with Refinement Module for Surface Wave Suppression

Applied Geophysics
Lei Gao   +5 more
semanticscholar   +1 more source

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