33 citations · 99 across the 15 of their papers we have counts for
4 papers · 1 filter
Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs
Francisco M. Castro, Nicolás Guil, Manuel J. Marín-Jiménez +2
Deep Learning (DL) applications are gaining momentum in the realm of Artificial Intelligence, particularly after GPUs have demonstrated remarkable skills for accelerating their cha…
3D human pose estimation from depth maps using a deep combination of poses
Manuel J. Marin-Jimenez, Francisco J. Romero-Ramirez, Rafael Muñoz-Salinas +1
Many real-world applications require the estimation of human body joints for higher-level tasks as, for example, human behaviour understanding. In recent years, depth sensors have…
End-to-End Incremental Learning
Francisco M. Castro, Manuel J. Marín-Jiménez, Nicolás Guil +2
Although deep learning approaches have stood out in recent years due to their state-of-the-art results, they continue to suffer from catastrophic forgetting, a dramatic decrease in…
Multimodal feature fusion for CNN-based gait recognition: an empirical comparison
Francisco Manuel Castro, Manuel Jesús Marín-Jiménez, Nicolás Guil +1
People identification in video based on the way they walk (i.e. gait) is a relevant task in computer vision using a non-invasive approach. Standard and current approaches typically…