EC-Artigos: Recent submissions
Now showing items 6-10 of 147
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An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information
(Elsevier, 2022)The explanatory capacity of interpretable fuzzy rule-based classifiers is usually limited to offering explanations for the predicted class only. A lack of potentially useful explanations for non-predicted alternatives can ... -
Real-time siamese multiple object tracker with enhanced proposals
(Elsevier, 2023)Maintaining the identity of multiple objects in real-time video is a challenging task, as it is not always feasible to run a detector on every frame. Thus, motion estimation systems are often employed, which either do not ... -
A full data augmentation pipeline for small object detection based on generative adversarial networks
(Elsevier, 2023)Object detection accuracy on small objects, i.e., objects under 32 32 pixels, lags behind that of large ones. To address this issue, innovative architectures have been designed and new datasets have been released. Still, ... -
A unified framework to improve the interoperability between HPC and Big Data languages and programming models
(Elsevier, 2022)One of the most important issues in the path to the convergence of HPC and Big Data is caused by the differences in their software stacks. Despite some research efforts, the interoperability between their programming models ... -
HSI-MSER: Hyperspectral Image Registration Algorithm based on MSER and SIFT
(IEEE, 2021)Image alignment is an essential task in many applications of hyperspectral remote sensing images. Before any processing, the images must be registered. The Maximally Stable Extremal Regions (MSER) is a feature detection ...