5 citations · 11 across the 8 of their papers we have counts for
4 papers · 1 filter
The Object at Hand: Automated Editing for Mixed Reality Video Guidance from Hand-Object Interactions
Yao Lu, Walterio W. Mayol-Cuevas
In this paper, we concern with the problem of how to automatically extract the steps that compose real-life hand activities. This is a key competence towards processing, monitoring…
Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation
Yao Lu, Walterio W. Mayol-Cuevas
In this paper, we address the problem of estimating the hand pose from the egocentric view when the hand is interacting with objects. Specifically, we propose a method to label a d…
Filter Distribution Templates in Convolutional Networks for Image Classification Tasks
Ramon Izquierdo-Cordova, Walterio Mayol-Cuevas
Neural network designers have reached progressive accuracy by increasing models depth, introducing new layer types and discovering new combinations of layers. A common element in m…
Towards Efficient Convolutional Network Models with Filter Distribution Templates
Ramon Izquierdo-Cordova, Walterio Mayol-Cuevas
Increasing number of filters in deeper layers when feature maps are decreased is a widely adopted pattern in convolutional network design. It can be found in classical CNN architec…