Search Results for author: Wheidima Carneiro de Melo

Found 2 papers, 1 papers with code

A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition

1 code implementation28 Mar 2022 Gnana Praveen Rajasekar, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro Koerich, Simon Bacon, Patrick Cardinal, Eric Granger

Specifically, we propose a joint cross-attention model that relies on the complementary relationships to extract the salient features across A-V modalities, allowing for accurate prediction of continuous values of valence and arousal.

Multimodal Emotion Recognition

Facial Expression Analysis Using Decomposed Multiscale Spatiotemporal Networks

no code implementations21 Mar 2022 Wheidima Carneiro de Melo, Eric Granger, Miguel Bordallo Lopez

Our extensive experiments on challenging datasets show that the DMSN-C block is effective for depression detection, whereas the DMSN-A block is efficient for pain estimation.

Depression Detection

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