1. Fast and robust detection of fallen people from a mobile robot
2. Umar Asif , Benjamin Mashford , Stefan Von Cavallar , Shivanthan Yohanandan, Subhrajit Roy, Jianbin Tang, and Stefan Harrer. 2020 . Privacy Preserving Human Fall Detection using Video Data. In Proceedings of the Machine Learning for Health NeurIPS Workshop(Proceedings of Machine Learning Research), Adrian V. Dalca, Matthew B.A. McDermott, Emily Alsentzer, Samuel G. Finlayson, Michael Oberst, Fabian Falck, and Brett Beaulieu-Jones (Eds.). Vol. 116. PMLR , 39–51. https://proceedings.mlr.press/v116/asif20a.html Umar Asif, Benjamin Mashford, Stefan Von Cavallar, Shivanthan Yohanandan, Subhrajit Roy, Jianbin Tang, and Stefan Harrer. 2020. Privacy Preserving Human Fall Detection using Video Data. In Proceedings of the Machine Learning for Health NeurIPS Workshop(Proceedings of Machine Learning Research), Adrian V. Dalca, Matthew B.A. McDermott, Emily Alsentzer, Samuel G. Finlayson, Michael Oberst, Fabian Falck, and Brett Beaulieu-Jones (Eds.). Vol. 116. PMLR, 39–51. https://proceedings.mlr.press/v116/asif20a.html
3. Fabio Carrara , Lorenzo Pasco , Claudio Gennaro , and Fabrizio Falchi . 2022 . VWFP: Virtual World Fallen People Dataset for Visual Fallen People Detection. https://doi.org/10.5281/zenodo.6394684 Fabio Carrara, Lorenzo Pasco, Claudio Gennaro, and Fabrizio Falchi. 2022. VWFP: Virtual World Fallen People Dataset for Visual Fallen People Detection. https://doi.org/10.5281/zenodo.6394684
4. Imen Charfi , Johel Miteran , Julien Dubois , Mohamed Atri , and Rached Tourki . 2013. Optimized spatio-temporal descriptors for real-time fall detection: Comparison of support vector machine and Adaboost-based classification. Journal of Electronic Imaging 22 (10 2013 ), 041106–041106. https://doi.org/10.1117/1.JEI.22.4.041106 Imen Charfi, Johel Miteran, Julien Dubois, Mohamed Atri, and Rached Tourki. 2013. Optimized spatio-temporal descriptors for real-time fall detection: Comparison of support vector machine and Adaboost-based classification. Journal of Electronic Imaging 22 (10 2013), 041106–041106. https://doi.org/10.1117/1.JEI.22.4.041106
5. Learning accurate personal protective equipment detection from virtual worlds