Xinrong Guo — accepted AI-conference papers

2024

An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment

Zhixue Fang, Xinrong Guo, Jingyin Lin, Huisi Wu, Jing Qin

AAAI 2024technical

Automatic polyp segmentation from colonoscopy videos is a critical task for the development of computer-aided screening and diagnosis systems. However, accurate and real-time video polyp segmentation (VPS) is a very challenging task due to low contrast between background and polyps and frame-to-fram…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗

2023

ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning

Huisi Wu, Wende Xie, Jingyin Lin, Xinrong Guo

AAAI 2023technical

Automatic polyp segmentation from colonoscopy images is an essential prerequisite for the development of computer-assisted therapy. However, the complex semantic information and the blurred edges of polyps make segmentation extremely difficult. In this paper, we propose a novel semi-supervised polyp…

Cited by 22 Source ↗PDF ↗code ↗Scholar ↗