4 citations · 9 across the 11 of their papers we have counts for
4 papers · 1 filter
Joint ANN-SNN Co-training for Object Localization and Image Segmentation
Marc Baltes, Nidal Abujahar, Ye Yue +2
The field of machine learning has been greatly transformed with the advancement of deep artificial neural networks (ANNs) and the increased availability of annotated data. Spiking…
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…
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…
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…