/ANCIS-Pytorch

Attentive Neural Cell Instance Segmentation

Primary LanguagePython

ANCIS-Pytorch

Attentive Neural Cell Instance Segmentation https://www.sciencedirect.com/science/article/pii/S1361841518308442

Please cite this article as:
Jingru Yi, Pengxiang Wu, Menglin Jiang, Qiaoying Huang, Daniel J. Hoeppner, Dimitris N. Metaxas, Attentive Neural Cell Instance Segmentation, Medical Image Analysis (2019), doi: https://doi.org/10.1016/j.media.2019.05.004

Dependencies

Library: opencv-python, PyTorch>0.4.0, Ubuntu 14.04

Implementation Details

To accelerate the training process, we trained the detection and segmentation modules separately. In particular, the weights of the detection module are frozen when training the segmentation module.