374 citations · 443 across the 30 of their papers we have counts for
4 papers · 1 filter
A post-selection algorithm for improving dynamic ensemble selection methods
Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
Dynamic Ensemble Selection (DES) is a Multiple Classifier Systems (MCS) approach that aims to select an ensemble for each query sample during the selection phase. Even with the pro…
Distance Functions and Normalization Under Stream Scenarios
Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto +1
Data normalization is an essential task when modeling a classification system. When dealing with data streams, data normalization becomes especially challenging since we may not kn…
Adaptive Generation of Privileged Intermediate Information for Visible-Infrared Person Re-Identification
Mahdi Alehdaghi, Arthur Josi, Pourya Shamsolmoali +2
Visible-infrared person re-identification seeks to retrieve images of the same individual captured over a distributed network of RGB and IR sensors. Several V-I ReID approaches dir…
Fusion for Visual-Infrared Person ReID in Real-World Surveillance Using Corrupted Multimodal Data
Arthur Josi, Mahdi Alehdaghi, Rafael M. O. Cruz +1
Visible-infrared person re-identification (V-I ReID) seeks to match images of individuals captured over a distributed network of RGB and IR cameras. The task is challenging due to…