Latest Research in Advanced Image Processing Techniques

12 research papers · 2026 median publication year

Top Research Topics in Advanced Image Processing Techniques

Highest-Cited Papers

  1. RASR: Retinex-Guided Adaptive One-Step Diffusion for Low-Light Image Super-Resolution
  2. A hybrid Mamba–Transformer model for image restoration
  3. Mi-Ripple: Restoring Images Degraded by Iterative AI Editing
  4. MineSSM: Frequency-Decoupled State-Space Modeling for Real-Time Low-Light Enhancement in Dusty Underground Mines
  5. Adaptive Densification for High-Fidelity and Efficient Sparse Gaussian Splatting in Arbitrary-Scale Super-Resolution
  6. AASFNet: Amplitude-Aware Spatial-Frequency Network for Low-Light Image Enhancement
  7. Low-Light Image Enhancement and Noise Suppression Using Disentangled Frequency-Guided Processing with Progressive Graph Convolutional Networks
  8. P-PatchDiff: Progressive Patch Diffusion Models for Low-light Image Enhancement
  9. Consistency as Regularization for Unsupervised Shadow Removal
  10. Deep white balance and dark channel prior fusion: Toward efficient and natural low-light image restoration
  11. LGScanNet: Gated Local–Global Selective Scanning for Joint Low-Light Enhancement and Deblurring
  12. BC-IHV: Conditioning the Color Space for Stable Rectified-Flow Low-Light Enhancement
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.