This is the official repository of the paper:

Eye-MMS: Miniature multi-scale segmentation network of key eye-regions in embedded applications

Eye-MMS: Paper : ICCV2019

And the model used by IGD team in the paper:

SSBC 2020: Sclera segmentation benchmarking competition in the mobile environment

SSBC 2020: IJCB2020

Pretrained models and training logs are available on Models

All code has been trained and tested using Pytorch 1.7.1

If you use any of the code provided in this repository, please cite the following paper:

Citation

@inproceedings{DBLP:conf/iccvw/BoutrosDKK19,
  author    = {Fadi Boutros and
               Naser Damer and
               Florian Kirchbuchner and
               Arjan Kuijper},
  title     = {Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions
               in Embedded Applications},
  booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops,
               {ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
  pages     = {3665--3670},
  publisher = {{IEEE}},
  year      = {2019},
  url       = {https://doi.org/10.1109/ICCVW.2019.00452},
  doi       = {10.1109/ICCVW.2019.00452},
  timestamp = {Tue, 29 Dec 2020 18:39:49 +0100},
  biburl    = {https://dblp.org/rec/conf/iccvw/BoutrosDKK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}


@inproceedings{DBLP:conf/icb/VitekDPMPDGLZMB20,
  author    = {Matej Vitek and  Abhijit Das and Y. Pourcenoux and A. Missler and C. Paumier and
               Sumanta Das and Ishita De Ghosh and Diego Rafael Lucio and Luiz A. Zanlorensi and  David Menotti and
               Fadi Boutros and Naser Damer and  Jonas Henry Grebe and Arjan Kuijper and
               J. Hu and Y. He and   C. Wang and H. Liu and Y. Wang and   Z. Sun and
               Dail{\'{e}} Osorio Roig and Christian Rathgeb and Christoph Busch and  Juan E. Tapia and
               Andres Valenzuela and G. Zampoukis and   Lazaros T. Tsochatzidis and  Ioannis Pratikakis and
               S. Nathan and R. Suganya and  Vineet Mehta and Abhinav Dhall and
               Kiran B. Raja and G. Gupta and   Jalil Nourmohammadi{-}Khiarak and
               M. Akbari{-}Shahper and   Farhang Jaryani and Meysam Asgari{-}Chenaghlu and
               R. Vyas and  S. Dakshit and   Peter Peer and    Umapada Pal and  Vitomir Struc},
  title     = {{SSBC} 2020: Sclera Segmentation Benchmarking Competition in the Mobile
               Environment},
  booktitle = {2020 {IEEE} International Joint Conference on Biometrics, {IJCB} 2020,
               Houston, TX, USA, September 28 - October 1, 2020},
  pages     = {1--10},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://doi.org/10.1109/IJCB48548.2020.9304881},
  doi       = {10.1109/IJCB48548.2020.9304881},
  timestamp = {Thu, 23 Sep 2021 08:12:35 +0200},
  biburl    = {https://dblp.org/rec/conf/icb/VitekDPMPDGLZMB20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

License

This project is licensed under the terms of the Attribution-NonCommercial-ShareAlike 4.0 
International (CC BY-NC-SA 4.0) license. 
Copyright (c) 2021 Fraunhofer Institute for Computer Graphics Research IGD Darmstadt