Real-Time Semantic Background Subtraction - ICIP 2020 - #3 скачать в хорошем качестве

Real-Time Semantic Background Subtraction - ICIP 2020 - #3

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:    / @acadresearch   Twitter:   / anthony_cioppa     / 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.