Hybrid SNN-based Privacy-Preserving Fall Detection using Neuromorphic Sensors

Author:

Prasad Shyam Sunder1ORCID,Mehta Naval Kishore1ORCID,Kumar Himanshu1ORCID,Banerjee Abeer1ORCID,Saurav Sumeet1ORCID,Singh Sanjay2ORCID

Affiliation:

1. CSIR-Central Electronics Engineering Research Institute (CSIR-CEERI), IN and Academy of Scientific and Innovative Research (AcSIR), India

2. CSIR-Central Electronics Engineering Research Institute (CSIR-CEERI), India and Academy of Scientific and Innovative Research (AcSIR), India

Publisher

ACM

Reference45 articles.

1. 2022. Dynamic Vision Sensor. https://inivation.com/products/customsolutions/videos/. Accessed: 2022-04-13.

2. 2022. SLAYER PyTorch. https://bamsumit.github.io/slayerPytorch/build/html/spikeLoss.html. Accessed: 2022-04-28.

3. Abeer Banerjee, Shyam Sunder Prasad, Naval Kishore Mehta, Himanshu Kumar, Sumeet Saurav, and Sanjay Singh. 2022. Gaze Detection Using Encoded Retinomorphic Events. In International Conference on Intelligent Human Computer Interaction. Springer, 442–453.

4. Ahmed Nabil Belbachir, Stephan Schraml, and Aneta Nowakowska. 2011. Event-driven stereo vision for fall detection. In CVPR 2011 WORKSHOPS. IEEE, 78–83.

5. Tobias Bolten, Regina Pohle-Frohlich, and Klaus D Tonnies. 2021. DVS-OUTLAB: A Neuromorphic Event-Based Long Time Monitoring Dataset for Real-World Outdoor Scenarios. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 1348–1357.

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