7 citations · 9 across the 5 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019
MineGAN: effective knowledge transfer from GANs to target domains with few images
Yaxing Wang, Abel Gonzalez-Garcia, David Berga +3
One of the attractive characteristics of deep neural networks is their ability to transfer knowledge obtained in one domain to other related domains. As a result, high-quality netw…
cs.CV2019
SID4VAM: A Benchmark Dataset with Synthetic Images for Visual Attention Modeling
David Berga, Xosé R. Fdez-Vidal, Xavier Otazu +1
A benchmark of saliency models performance with a synthetic image dataset is provided. Model performance is evaluated through saliency metrics as well as the influence of model ins…
q-bio.NC2019
Modeling Bottom-Up and Top-Down Attention with a Neurodynamic Model of V1
David Berga, Xavier Otazu
Previous studies suggested that lateral interactions of V1 cells are responsible, among other visual effects, of bottom-up visual attention (alternatively named visual salience or…