20 citations · 40 across the 46 of their papers we have counts for
4 papers · 1 filter
Deep Context-Aware Kernel Networks
Mingyuan Jiu, Hichem Sahbi
Context plays a crucial role in visual recognition as it provides complementary clues for different learning tasks including image classification and annotation. As the performance…
Totally Deep Support Vector Machines
Hichem Sahbi
Support vector machines (SVMs) have been successful in solving many computer vision tasks including image and video category recognition especially for small and mid-scale training…
Human Action Recognition with Multi-Laplacian Graph Convolutional Networks
Ahmed Mazari, Hichem Sahbi
Convolutional neural networks are nowadays witnessing a major success in different pattern recognition problems. These learning models were basically designed to handle vectorial d…
Human Action Recognition with Deep Temporal Pyramids
Ahmed Mazari, Hichem Sahbi
Deep convolutional neural networks (CNNs) are nowadays achieving significant leaps in different pattern recognition tasks including action recognition. Current CNNs are increasingl…