Latest Research in Image Enhancement Techniques

14 research papers · 2026 median publication year

Top Research Topics in Image Enhancement Techniques

Highest-Cited Papers

  1. Learning Sparse Latent Predictive Foundation Model for Multimodal Neuroimaging
  2. What to Preserve, Where to Adapt: A Depth-Wise Analysis of Forgetting in Continual Gynecological Image Segmentation
  3. Multiple Myeloma Lesion Segmentation on Whole-Body Diffusion-Weighted Imaging via Efficient Anatomical Anticipation and Multimodal Confirmation
  4. Signal or Noise? Auditing Rotation-Induced Saliency Drift in Medical and Aerial Imaging
  5. Generalizable Brain Tumor Segmentation with Self-Training and Tumor-Aware Deformations
  6. MALCNet: modality-aware latent completion network for brain tumor segmentation with incomplete MRI modalities
  7. Multi-feature adaptive Laplacian pyramid fusion for low-contrast medical image enhancement
  8. TSF U-Net: A Texture-Span and Frequency-Gated U-Net for Brain Tumor MRI Segmentation
  9. W-AGRU-Net: a dual-stream attention framework for robust brain tumor segmentation in clinical MRI imaging
  10. Attention-Guided TransMorph for Real-Time Tumor Tracking in Cine-MRI
  11. Synergistic Modality-and-Slice Memory Framework for Cross-Modal 3D Brain Tumor Segmentation
  12. crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023
  13. SDFR-Net: A Stage-Asymmetric Spectral Diffusion and Frequency–Spatial Refinement Network for Brain Tumor MRI Segmentation
  14. Three-Phase Scribble-Adaptive Curriculum Learning for autoPETV Grand Challenge
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L3 Region - - 2026 Sep Q3

Image Enhancement Techniques

14 papers

Top Topics (5)

Computer Vision and Pattern Recognition7
Advanced Neural Network Applications4
Image Enhancement Techniques1
Advanced Radiotherapy Techniques1
Image and Video Processing1

Top Publications (14)

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