1 citations · 1 across the 4 of their papers we have counts for
4 papers
DECOMPL: Decompositional Learning with Attention Pooling for Group Activity Recognition from a Single Volleyball Image
Berker Demirel, Huseyin Ozkan
Group Activity Recognition (GAR) aims to detect the activity performed by multiple actors in a scene. Prior works model the spatio-temporal features based on the RGB, optical flow…
Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific Training
Osman Berke Guney, Huseyin Ozkan
Objective: Steady-state visually evoked potentials (SSVEPs), measured with EEG (electroencephalogram), yield decent information transfer rates (ITR) in brain-computer interface (BC…
Data Imputation through the Identification of Local Anomalies
Huseyin Ozkan, Ozgun S. Pelvan, Suleyman S. Kozat
We introduce a comprehensive and statistical framework in a model free setting for a complete treatment of localized data corruptions due to severe noise sources, e.g., an occluder…
A Novel Training Algorithm for HMMs with Partial and Noisy Access to the States
Huseyin Ozkan, Arda Akman, Suleyman S. Kozat
This paper proposes a new estimation algorithm for the parameters of an HMM as to best account for the observed data. In this model, in addition to the observation sequence, we hav…