161 citations · 213 across the 10 of their papers we have counts for
11 papers
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-Resolution
David Berga, Pau Gallés, Katalin Takáts +5
Latest advances in Super-Resolution (SR) have been tested with general purpose images such as faces, landscapes and objects, mainly unused for the task of super-resolving Earth Obs…
Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates
Feiyan Hu, Eva Mohedano, Noel O'Connor +1
Current deep learning based video classification architectures are typically trained end-to-end on large volumes of data and require extensive computational resources. This paper a…
Simple vs complex temporal recurrences for video saliency prediction
Panagiotis Linardos, Eva Mohedano, Juan Jose Nieto +3
This paper investigates modifying an existing neural network architecture for static saliency prediction using two types of recurrences that integrate information from the temporal…
An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval
Federico Magliani, Kevin McGuinness, Eva Mohedano +1
The application of the diffusion in many computer vision and artificial intelligence projects has been shown to give excellent improvements in performance. One of the main bottlene…
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks
Amanda Duarte, Francisco Roldan, Miquel Tubau +7
Speech is a rich biometric signal that contains information about the identity, gender and emotional state of the speaker. In this work, we explore its potential to generate face i…
Temporal Saliency Adaptation in Egocentric Videos
Panagiotis Linardos, Eva Mohedano, Monica Cherto +2
This work adapts a deep neural model for image saliency prediction to the temporal domain of egocentric video. We compute the saliency map for each video frame, firstly with an off…