MRCNN-particle-detection
Mask R-CNN implementation for particle detection.
MANUAL WILL BE PROVIDED SOON
Citation
Use this bibtex to cite our paper:
@article{sibirtsev_2023_1,
author = {Sibirtsev, Stepan and Zhai, Song and Neufang, Mathias and Seiler, Jakob and Jupke, Andreas},
title = {Mask R-CNN based droplet detection in liquid-liquid systems. Part 1: A proof of concept.},
year = {2023},
journal = {Proceedings of International Solvent Extraction Conference},
pages = {133--139},
doi = {10.5281/zendo.7907607},
url = {http://media.isec2022.com/2023/05/Final-collected-Proceedings-ISEC-2022.pdf},
year = {2023}
}
@article{sibirtsev_2023_2,
author = {Sibirtsev, Stepan and Zhai, Song and Neufang, Mathias and Seiler, Jakob and Jupke, Andreas},
title = {Mask R-CNN based droplet detection in liquid--liquid systems, Part 2: Methodology for determining training and image processing parameter values improving droplet detection accuracy},
year = {2023},
journal = {Chemical Engineering Journal},
pages = {144826},
volume = {473},
doi = {10.1016/j.cej.2023.144826}
url = {https://www.sciencedirect.com/science/article/abs/pii/S138589472303557X},
}
Use this bibtex to cite this repository:
@misc{sibirtsev_gitlab_mrcnn,
title={MRCNN Particle Detection},
author={Sibirtsev, Stepan},
year={2023},
publisher={Github},
journal={GitHub repository},
howpublished={\url{https://git.rwth-aachen.de/avt-fvt/public/mrcnn-particle-detection}},
}Use this bibtex to cite the repository this source code is based on:
@misc{matterport_maskrcnn_2017,
title={Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow},
author={Waleed Abdulla},
year={2017},
publisher={Github},
journal={GitHub repository},
howpublished={\url{https://github.com/matterport/Mask_RCNN}},
}