Xavier Boix

SALICON: Reducing the Semantic Gap in Saliency Prediction by Adapting Deep Neural Networks

Xun Huang, Chengyao Shen, Xavier Boix et al. · 2015 · 598 citations

Convolutional Neural Network, Engineering, Machine Learning +17

SEEDS: Superpixels Extracted Via Energy-Driven Sampling

Michael Van den Bergh, Xavier Boix, Gemma Roig et al. · International Journal of Computer Vision · 2014 · 240 citations

Machine Vision, Image Analysis, Deep Learning +6

Harmony potentials for joint classification and segmentation

Josep M. Gonfaus, Xavier Boix, Joost van de Weijer et al. · 2010 · 156 citations

Artificial Intelligence, Structured Prediction, Scene Analysis +20

Foveation-based Mechanisms Alleviate Adversarial Examples

Yan Luo, Xavier Boix, Gemma Roig et al. · arXiv (Cornell University) · 2015 · 138 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Foveation Mechanism +15

Harmony Potentials

Xavier Boix, Josep M. Gonfaus, Joost van de Weijer et al. · International Journal of Computer Vision · 2011 · 96 citations · Full text