Publications by authors named "Wang-Meng Zuo"
AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation.
IEEE J Biomed Health Inform
June 2022
Article Synopsis
- - The text discusses cervical nucleus segmentation, which is important for automatic disease diagnosis but is complicated by issues like uneven staining and overlapping nuclei.
- - A new multi-task network based on U-Net is proposed, combining a primary task for predicting nuclei regions and an auxiliary task for predicting their boundaries to enhance feature extraction.
- - The network includes context encoding layers and an attention learning module, resulting in better performance compared to existing methods on multiple datasets, including ISBI 2014 and MoNuSeg.
Uncertainty Guided Multi-Scale Attention Network for Raindrop Removal From a Single Image.
IEEE Trans Image Process
May 2021
Raindrops adhered to a glass window or camera lens appear in various blurring degrees and resolutions due to the difference in the degrees of raindrops aggregation. The removal of raindrops from a rainy image remains a challenging task because of the density and diversity of raindrops. The abundant location and blur level information are strong prior guide to the task of raindrop removal.
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