专题：Advanced Image Fusion Techniques

This cluster of papers focuses on the fusion of multispectral and hyperspectral images using techniques such as wavelet transform, sparse representation, convolutional neural networks, and pansharpening. The research covers methods for remote sensing, image quality assessment, and applications in fields such as medical imaging.
最新文献
Introducing partial pixel integration of UAV imagery to estimate maize (Zea mays L.) aboveground biomass

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An MoE-Driven Unified Image Restoration Framework for Adverse Weather Conditions

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Infrared and Visible Image Fusion with Language-Driven Loss in CLIP Embedding Space

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Large coordinate attention network for lightweight image super-resolution

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Compressed image super-resolution based on invertible degradation and restoration

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Enhanced semantic segmentation in remote sensing images with SAR-optical image fusion (IF) and image translation (IT)

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Enhanced Deep Image Prior for Unsupervised Hyperspectral Image Super-Resolution

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Medical image segmentation network based on multi-scale cross-attention and wavelet transform

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NGSTGAN: N-Gram Swin Transformer and Multi-Attention U-Net Discriminator for Efficient Multi-Spectral Remote Sensing Image Super-Resolution

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High-Fidelity Pansharpening via Trigeminal Pyramid Decoding of CNN-Transformer Encoded Features

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近5年高被引文献
SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer

article Full Text OpenAlex 1081 FWCI149.22317701

Infrared and Visible Image Fusion via Decoupling Network

article Full Text OpenAlex 953 FWCI130.90243081

Multiscale structural similarity for image quality assessment

article Full Text OpenAlex 876 FWCI0

Image fusion in the loop of high-level vision tasks: A semantic-aware real-time infrared and visible image fusion network

article Full Text OpenAlex 852 FWCI117.47654047

PIAFusion: A progressive infrared and visible image fusion network based on illumination aware

article Full Text OpenAlex 806 FWCI111.3230074

Vision Transformers for Single Image Dehazing

article Full Text OpenAlex 802 FWCI144.30089371

Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection

article Full Text OpenAlex 789 FWCI215.45309259

Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement

article Full Text OpenAlex 659 FWCI80.34087895

CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion

article Full Text OpenAlex 613 FWCI133.08735924

SpectralGPT: Spectral Remote Sensing Foundation Model

article Full Text OpenAlex 600 FWCI368.96100084