Xuechen Guo — accepted AI-conference papers

2024

Blind Inpainting with Object-Aware Discrimination for Artificial Marker Removal

Xuechen Guo, Wenhao Hu, Chiming Ni, Wenhao Chai, Shiyan Li, Gaoang Wang

ICASSP 2024accepted

Medical images often incorporate doctor-added markers that can hinder AI-based diagnosis. This issue highlights the need of inpainting techniques to restore the corrupted visual contents. However, existing methods require manual mask annotation as input, limiting the application scenarios. In this p…

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2024

Sam-Guided Enhanced Fine-Grained Encoding with Mixed Semantic Learning for Medical Image Captioning

Zhenyu Zhang, Benlu Wang, Weijie Liang, Yizhi Li, Xuechen Guo, Guanhong Wang +2

ICASSP 2024accepted

With the development of multimodality and large language models, the deep learning-based technique for medical image captioning holds the potential to offer valuable diagnostic recommendations. However, current generic text and image pre-trained models do not yield satisfactory results when it comes…

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