Embarrassingly Simple Model for Early Action Proposal

no code implementations • 17 Oct 2018 • Marcos Baptista-Ríos, Roberto J. López-Sastre, Franciso Javier Acevedo-Rodríguez, Saturnino Maldonado-Bascón

Early action proposal consists in generating high quality candidate temporal segments that are likely to contain an action in a video stream, as soon as they happen.

Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic Segmentation

1 code implementation • 13 Apr 2018 • Carolina Redondo-Cabrera, Marcos Baptista-Ríos, Roberto J. López-Sastre

Training a Convolutional Neural Network (CNN) for semantic segmentation typically requires to collect a large amount of accurate pixel-level annotations, a hard and expensive task.

Segmentation Weakly supervised Semantic Segmentation +1