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Jian-Nan Su

2 accepted papers

2025

Clinically Robust Polyp Segmentation: Enhanced Generalization and Perturbation Resistance

ICASSP 2025accepted

Colonoscopy is vital for detecting colorectal polyps, which are closely linked to colorectal cancer. Accurate segmentation of polyps in colonoscopic images is essential for diagnosis and surgical planning but is challenging due to variability in polyp size, shape, and unclear boundaries. The Segment…

Cited by 0SourceScholar
2025

IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective

AAAI 2025technical

Retinex-based methods have become a general approach for solving low-light image enhancement (LLIE). However, traditional methods require post-processing of illumination (e.g., gamma correction), which lacks adaptability and disrupts the illumination structure. Retinex-based deep networks typically…