KNEEL: Hourglass Networks for Knee Anatomical Landmark Localization

(c) Aleksei Tiulpin, University of Oulu, 2019-2024

What this is about

This repo now stores updated models from https://github.com/Oulu-IMEDS/KNEEL.

Cite our paper as follows:

@article{tiulpin2019kneel,
  title={KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks},
  author={Tiulpin, Aleksei and Melekhov, Iaroslav and Saarakkala, Simo},
  journal={arXiv preprint arXiv:1907.12237},
  year={2019}
}

In this paper we tackled the problem of anatomical landmark localization in knee radiographs at all stages of osteoarthritis. We combined recent advances of landmark localization field and distilled them into a novel modification of hourgalss architecture.