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cs.CV2019
Residual Pyramid FCN for Robust Follicle Segmentation
Zhewei Wang, Weizhen Cai, Charles D. Smith +3
In this paper, we propose a pyramid network structure to improve the FCN-based segmentation solutions and apply it to label thyroid follicles in histology images. Our design is bas…
cs.CV2019
TraceCaps: A Capsule-based Neural Network for Semantic Segmentation
Tao Sun, Zhewei Wang, C. D. Smith +1
In this paper, we propose a capsule-based neural network model to solve the semantic segmentation problem. By taking advantage of the extractable part-whole dependencies available…
cs.CV2018
Ensemble of Multi-sized FCNs to Improve White Matter Lesion Segmentation
Zhewei Wang, Charles D. Smith, Jundong Liu
In this paper, we develop a two-stage neural network solution for the challenging task of white-matter lesion segmentation. To cope with the vast vari- ability in lesion sizes, we…