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cell distribution normalization 1cervical cytology 1DINOv3 1medical image analysis 1object detection 1YOLOv12 1

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cs.CV2026

C-Norm: Cell-Distribution Normalization Enables Precision Recognition of Medical-Cell Image

Yang Qianl, Liu Xiany, Dai Daw +5

The paper proposes a Cell-Distribution Normalization (C‑Norm) technique that balances the spatial distribution of cells in ThinPrep Cytologic Test images and combines YOLOv12 with…