Cell Proposal Network

This repositary contains demos for [1,2]. Code for training the networks on your own data can be found at: CPN

[1] S. U. Akram, J. Kannala, L. Eklund, and J. Heikkilä, "Cell Proposal Network For Microscopy Image Analysis," in ICIP, 2016.

[2] S. U. Akram, J. Kannala, L. Eklund, and J. Heikkilä, "Cell Segmentation Proposal Network For Microscopy Image Analysis," in DLMIA (MICCAI Workshop), 2016.

Demo

1. Download code: git clone --recursive https://github.com/SaadUllahAkram/CellProposalNetwork.git
2. Compile caffe.
3. Add paths and activate caffe: startup.m
4. Download data and run demo: demo.m

Faster R-CNN code with some modifications was used to train the networks.

Videos

Results for CSPN [2]: Video Playlist

Results for CSPN [2]: Video Playlist