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20222026
most citedSimultaneous Acquisition of High Quality RGB Image and Polarization Information using a Sparse Polarization Sensor

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cs.CV2026

Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net

Shimon Murai, Teppei Kurita, Ryuta Satoh +1

We present a lightweight two-stage framework for low-light image enhancement (LLIE) that achieves competitive perceptual quality with significantly fewer parameters than existing m…