Search Results for author: Kelwin Fernandes

Found 3 papers, 1 papers with code

Understanding the decisions of CNNs: An in-model approach

1 code implementation Pattern Recognition Letters 2020 Isabel Rio-Torto, Kelwin Fernandes, Luís Teixeira

The model is trained end-to-end, with the classifier taking as input an image and the explainer’s resulting explanation, thus allowing for the classifier to focus on the relevant areas of such explanation.

Image Classification Interpretable Machine Learning

Dimensional emotion recognition using visual and textual cues

no code implementations3 May 2018 Pedro M. Ferreira, Diogo Pernes, Kelwin Fernandes, Ana Rebelo, Jaime S. Cardoso

This paper addresses the problem of automatic emotion recognition in the scope of the One-Minute Gradual-Emotional Behavior challenge (OMG-Emotion challenge).

Emotion Recognition

Deep Local Binary Patterns

no code implementations17 Nov 2017 Kelwin Fernandes, Jaime S. Cardoso

Local Binary Pattern (LBP) is a traditional descriptor for texture analysis that gained attention in the last decade.

Texture Classification Translation

Cannot find the paper you are looking for? You can Submit a new open access paper.