178 citations · 334 across the 24 of their papers we have counts for
5 papers · 1 filter
Efficient Convolutional Neural Network with Binary Quantization Layer
Mahdyar Ravanbakhsh, Hossein Mousavi, Moin Nabi +2
In this paper we introduce a novel method for segmentation that can benefit from general semantics of Convolutional Neural Network (CNN). Our segmentation proposes visually and sem…
CNN-aware Binary Map for General Semantic Segmentation
Mahdyar Ravanbakhsh, Hossein Mousavi, Moin Nabi +2
In this paper we introduce a novel method for general semantic segmentation that can benefit from general semantics of Convolutional Neural Network (CNN). Our segmentation proposes…
Incremental Nonlinear System Identification and Adaptive Particle Filtering Using Gaussian Process
Vahid Bastani, Lucio Marcenaro, Carlo Regazzoni
An incremental/online state dynamic learning method is proposed for identification of the nonlinear Gaussian state space models. The method embeds the stochastic variational sparse…
Left/Right Hand Segmentation in Egocentric Videos
Alejandro Betancourt, Pietro Morerio, Emilia Barakova +3
Wearable cameras allow people to record their daily activities from a user-centered (First Person Vision) perspective. Due to their favorable location, wearable cameras frequently…
Unsupervised Understanding of Location and Illumination Changes in Egocentric Videos
Alejandro Betancourt, Natalia Díaz-Rodríguez, Emilia Barakova +3
Wearable cameras stand out as one of the most promising devices for the upcoming years, and as a consequence, the demand of computer algorithms to automatically understand the vide…