19 citations · 65 across the 9 of their papers we have counts for
4 papers · 1 filter
Contextual Hourglass Networks for Segmentation and Density Estimation
Daniel Oñoro-Rubio, Mathias Niepert
Hourglass networks such as the U-Net and V-Net are popular neural architectures for medical image segmentation and counting problems. Typical instances of hourglass networks contai…
Learning Short-Cut Connections for Object Counting
Daniel Oñoro-Rubio, Mathias Niepert, Roberto J. López-Sastre
Object counting is an important task in computer vision due to its growing demand in applications such as traffic monitoring or surveillance. In this paper, we consider object coun…
The challenge of simultaneous object detection and pose estimation: a comparative study
Daniel Oñoro-Rubio, Roberto J. López-Sastre, Carolina Redondo-Cabrera +1
Detecting objects and estimating their pose remains as one of the major challenges of the computer vision research community. There exists a compromise between localizing the objec…
TransRev: Modeling Reviews as Translations from Users to Items
Alberto Garcia-Duran, Roberto Gonzalez, Daniel Onoro-Rubio +2
The text of a review expresses the sentiment a customer has towards a particular product. This is exploited in sentiment analysis where machine learning models are used to predict…