- Image Restoration
- Image Super-resolution
- Image Deraining
- Image Dehazing
- Image Deblurring
- Low-light Image Enhancement
- Image Compression
- Image Fusion
- Remote Sensing Image
- Hyperspectral Image
- UnderWater Image
- Image Quality Assessment
- Medical Image
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MambaIR: A Simple Baseline for Image Restoration with State-space Model (ECCV 2024)
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Vmambair: Visual State Space Model for Image Restoration (Mar, 2024)
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Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models (Mar, 2024)
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CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration (Apr, 2024)
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DVMSR: Distillated Vision Mamba for Efficient Super-Resolution (May, 2024)
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IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model (May, 2024)
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FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining (Apr, 2024)
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Image Deraining with Frequency-Enhanced State Space Model (May, 2024)
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FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining (June, 2024)
- U-shaped Vision Mamba for Single Image Dehazing (Feb, 2024)
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Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement (May, 2024)
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MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space (May, 2024)
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RESVMUNetX: A Low-Light Enhancement Network Based on VMamba (July, 2024)
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Mambadfuse: A mamba-based dual-phase model for multi-modality image fusion (Apr, 2024)
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A novel state space model with local enhancement and state sharing for image fusion (Apr, 2024)
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Fusionmamba: Dynamic feature enhancement for multimodal image fusion with mamba (May, 2024)
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RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing (May, 2024)
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Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution (May, 2024)
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SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising (May, 2024)
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Hsidmamba: Exploring bidirectional state-space models for hyperspectral denoising (Apr, 2024)
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Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging (June, 2024)
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WaterMamba: Visual State Space Model for Underwater Image Enhancement (May, 2024)
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PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement (June, 2024)
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Self-Prior Guided Mamba-UNet Networks for Medical Image Super-Resolution (July, 2024)
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Deform-Mamba Network for MRI Super-Resolution (July, 2024)
- Here is the tutorial of contributing to others projects.
- First, think about which category the work should belong to.
- Second, use the same format as the others to describe the work. Note that there should be two spaces between the title and the arixv icon. You can follow the previous readme format to creat new arxiv/github icons by simply replacing the url.