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complex-valued networks 1image registration 1medical image segmentation 1multimodal fusion 1reliability-aware learning 1

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cs.CV2026

Registration-Grounded Spectral Fusion for Unregistered WLI/NBI Endoscopic Lesion Segmentation

Pengyu Jie, Wanquan Liu, Rui He +5

The paper proposes a reliability‑aware framework that first aligns features from white‑light and narrow‑band endoscopic images and then fuses them in a complex‑valued representatio…