50 citations · 92 across the 7 of their papers we have counts for
7 papers
Event-based Vision for Early Prediction of Manipulation Actions
Daniel Deniz, Cornelia Fermuller, Eduardo Ros +2
Neuromorphic visual sensors are artificial retinas that output sequences of asynchronous events when brightness changes occur in the scene. These sensors offer many advantages incl…
Optical flow estimation from event-based cameras and spiking neural networks
Javier Cuadrado, Ulysse Rançon, Benoît Cottereau +2
Event-based cameras are raising interest within the computer vision community. These sensors operate with asynchronous pixels, emitting events, or "spikes", when the luminance chan…
Reconfigurable Cyber-Physical System for Critical Infrastructure Protection in Smart Cities via Smart Video-Surveillance
Juan Isern, Francisco Barranco, Daniel Deniz +3
Automated surveillance is essential for the protection of Critical Infrastructures (CIs) in future Smart Cities. The dynamic environments and bandwidth requirements demand systems…
Reconfigurable Cyber-Physical System for Lifestyle Video-Monitoring via Deep Learning
Daniel Deniz, Francisco Barranco, Juan Isern +1
Indoor monitoring of people at their homes has become a popular application in Smart Health. With the advances in Machine Learning and hardware for embedded devices, new distribute…
Real-time clustering and multi-target tracking using event-based sensors
Francisco Barranco, Cornelia Fermuller, Eduardo Ros
Clustering is crucial for many computer vision applications such as robust tracking, object detection and segmentation. This work presents a real-time clustering technique that tak…
Joint direct estimation of 3D geometry and 3D motion using spatio temporal gradients
Francisco Barranco, Cornelia Fermüller, Yiannis Aloimonos +1
Conventional image motion based structure from motion methods first compute optical flow, then solve for the 3D motion parameters based on the epipolar constraint, and finally reco…
Prediction of Manipulation Actions
Cornelia Fermüller, Fang Wang, Yezhou Yang +4
Looking at a person's hands one often can tell what the person is going to do next, how his/her hands are moving and where they will be, because an actor's intentions shape his/her…