157 citations · 244 across the 7 of their papers we have counts for
5 papers · 2 filters
Eye In-Painting with Exemplar Generative Adversarial Networks
Brian Dolhansky, Cristian Canton Ferrer
This paper introduces a novel approach to in-painting where the identity of the object to remove or change is preserved and accounted for at inference time: Exemplar GANs (ExGANs).…
Social Style Characterization from Egocentric Photo-streams
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton Ferrer +1
This paper proposes a system for automatic social pattern characterization using a wearable photo-camera. The proposed pipeline consists of three major steps. First, detection of p…
Towards social pattern characterization in egocentric photo-streams
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton Ferrer +1
Following the increasingly popular trend of social interaction analysis in egocentric vision, this manuscript presents a comprehensive study for automatic social pattern characteri…
Disentangling Motion, Foreground and Background Features in Videos
Xunyu Lin, Victor Campos, Xavier Giro-i-Nieto +2
This paper introduces an unsupervised framework to extract semantically rich features for video representation. Inspired by how the human visual system groups objects based on moti…
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
Junting Pan, Cristian Canton Ferrer, Kevin McGuinness +4
We introduce SalGAN, a deep convolutional neural network for visual saliency prediction trained with adversarial examples. The first stage of the network consists of a generator mo…