Latest Research in Image Enhancement Techniques

21 research papers · 2026 median publication year

Top Research Topics in Image Enhancement Techniques

Highest-Cited Papers

  1. Robust image dehazing based on low-rank and sparse decomposition of the degree of polarization
  2. Visual Autoregressive Priors for RAW-to-sRGB Image Signal Processing
  3. A latent diffusion framework for spatiotemporal enhancement of geostationary satellite imagery
  4. Adaptive Plug-and-Play Image Restoration for Diffractive Remote Sensing with a Latent Diffusion Prior
  5. HFCNet: A hybrid CNN-transformer network with frequency-aware gating and cross-stream interaction for low-light image enhancement
  6. Recurrent Dynamic Range Extension
  7. AstraMoE-SR: Trajectory-Guided Diffusion for Blind Satellite Jitter Deblurring and Super-Resolution
  8. Physics-Preserving Attention-Guided Artifact Removal for Spaceborne Optical Images
  9. Bio-Inspired Low-Light Image Enhancement with Large Kernel Convolution and Attention
  10. Benchmarking RAW and RGB Restoration in Image Signal Processors
  11. Efficient All-in-One Weather Restoration using Spectral Harmonization
  12. Fully Quantized Training vs. Post-Training Quantization for a Small Hyperspectral Transformer Model for Pixel-Level Foreign Plastic Object Classification
  13. InfScene-SR: Seamless Super-Resolution of Arbitrarily Large Remote-Sensing Scenes via Variance-Preserving Joint Denoising
  14. Di$^2$CycleSB: Towards High-Quality Unsupervised Nighttime Visibility Enhancement via Schrödinger Bridge Transformer
  15. DARD: Zero-Shot Degradation-Aware Retinex-Guided Diffusion for Low-Light Image Enhancement
  16. Hyperspectral Diffusion Equivariant Imaging (HyDiff-EI): A Self-supervised Framework for Hyperspectral Image Inpainting
  17. DAV‐Diff: A Diffusion Model for High‐Quality Remote Sensing Image Reconstruction Based on Multi‐Level Attention and v‐Prediction
  18. Self-attention augmented blind super-resolution with advanced Sobel loss for remote sensing images
  19. Multi-exposure HDR Imaging: A Review of Pixel-level and Feature-level Reconstruction Methods
  20. P-PatchDiff: Progressive Patch Diffusion Models for Low-Light Image Enhancement
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L3 Region - - 2026 Sep Q3

Image Enhancement Techniques

21 papers

Top Topics (5)

Computer Vision and Pattern Recognition8
Image Enhancement Techniques5
Advanced Image Processing Techniques5
Image and Video Processing2
Remote-Sensing Image Classification1

Top Publications (20)

1.Robust image dehazing based on low-rank and sparse decomposition of the degree of polarization2.Visual Autoregressive Priors for RAW-to-sRGB Image Signal Processing3.A latent diffusion framework for spatiotemporal enhancement of geostationary satellite imagery4.Adaptive Plug-and-Play Image Restoration for Diffractive Remote Sensing with a Latent Diffusion Prior5.HFCNet: A hybrid CNN-transformer network with frequency-aware gating and cross-stream interaction for low-light image enhancement6.Recurrent Dynamic Range Extension7.AstraMoE-SR: Trajectory-Guided Diffusion for Blind Satellite Jitter Deblurring and Super-Resolution8.Physics-Preserving Attention-Guided Artifact Removal for Spaceborne Optical Images9.Bio-Inspired Low-Light Image Enhancement with Large Kernel Convolution and Attention10.Benchmarking RAW and RGB Restoration in Image Signal Processors11.Efficient All-in-One Weather Restoration using Spectral Harmonization12.Fully Quantized Training vs. Post-Training Quantization for a Small Hyperspectral Transformer Model for Pixel-Level Foreign Plastic Object Classification13.InfScene-SR: Seamless Super-Resolution of Arbitrarily Large Remote-Sensing Scenes via Variance-Preserving Joint Denoising14.Di$^2$CycleSB: Towards High-Quality Unsupervised Nighttime Visibility Enhancement via Schrödinger Bridge Transformer15.DARD: Zero-Shot Degradation-Aware Retinex-Guided Diffusion for Low-Light Image Enhancement16.Hyperspectral Diffusion Equivariant Imaging (HyDiff-EI): A Self-supervised Framework for Hyperspectral Image Inpainting17.DAV‐Diff: A Diffusion Model for High‐Quality Remote Sensing Image Reconstruction Based on Multi‐Level Attention and v‐Prediction18.Self-attention augmented blind super-resolution with advanced Sobel loss for remote sensing images19.Multi-exposure HDR Imaging: A Review of Pixel-level and Feature-level Reconstruction Methods20.P-PatchDiff: Progressive Patch Diffusion Models for Low-Light Image Enhancement
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