MediaEval 2019: Concealed FGSM Perturbations for Privacy Preservation

no code implementations • 25 Oct 2019 • Panagiotis Linardos, Suzanne Little, Kevin McGuinness

This work tackles the Pixel Privacy task put forth by MediaEval 2019.

Simple vs complex temporal recurrences for video saliency prediction

2 code implementations • 3 Jul 2019 • Panagiotis Linardos, Eva Mohedano, Juan Jose Nieto, Noel E. O'Connor, Xavier Giro-i-Nieto, Kevin McGuinness

This paper investigates modifying an existing neural network architecture for static saliency prediction using two types of recurrences that integrate information from the temporal domain.

Saliency Prediction Video Saliency Detection +1

Temporal Saliency Adaptation in Egocentric Videos

2 code implementations • 28 Aug 2018 • Panagiotis Linardos, Eva Mohedano, Monica Cherto, Cathal Gurrin, Xavier Giro-i-Nieto

This work adapts a deep neural model for image saliency prediction to the temporal domain of egocentric video.

Saliency Prediction Video Saliency Prediction