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Title:Real-Time Semantic Background Subtraction - ICIP 2020 - #3
Duration:17:15
Viewed:352
Published:21-07-2020
Source:Youtube

In this video, we present our paper: “Real-Time Semantic Background Subtraction” published at ICIP 2020. This work presents a novel real-time algorithm for background subtraction (or motion detection) that leverages semantic information provided by a semantic segmentation network, PSPNet.

Presentation outline
0:00 Introduction
0:48 Introduction to background subtraction
2:51 Deep learning for background subtraction
4:12 A hybrid approach: semantic background subtraction
6:49 Our method: real-time semantic background subtraction
9:19 A semantic feedback for ViBe
11:19 Experimental results
15:56 Conclusion

Authors: Anthony Cioppa*, Marc Braham, Marc Van Droogenbroeck

This technology is protected by a EU and US patent.

Links to the paper:
https://arxiv.org/abs/2002.04993
https://orbi.uliege.be/bitstream/2268...
https://www.researchgate.net/publicat...

Links to our follow up work on the subject, “Asynchronous Semantic Background Subtraction”:
https://www.mdpi.com/2313-433X/6/6/50
https://orbi.uliege.be/bitstream/2268...


Code for this paper will be available on GitHub soon:
https://github.com/cioppaanthony/rt-sbs

Don’t hesitate to contact us if you have any question about the paper or the code!


To see more of our work, subscribe to our YouTube channel and other social media!
We’ll keep posting our work regularly.

Subscribe to Acad AI Research: https://www.youtube.com/channel/UCYkY...


Twitter:
https://twitter.com/anthony_cioppa
https://twitter.com/AdrienDeliege

Video Credits
Background videos from Videezy.com

Music credits
Classic by Joakim Karud


Video written by Anthony Cioppa and Adrien Deliège.
Video produced and edited by Anthony Cioppa.
Special thanks to Carmine Cioppa and Joaquim Francisco for the studio, and to Sabina Ceccato for the makeup and the delicious meal during the shoot.

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