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Items where Author is "Zafeiriou, Stefanos P."

Items where Author is "Zafeiriou, Stefanos P."

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AffWild and AffWild2 emotion databases AffWildNet arousal CNN plus Multi RNN Deep convolutional and recurrent neural architectures emotion recognition in-the-wild facial image analysis high-level features low- mid- multi-CNN feature extraction and aggregation multi-task learning OMG-Emotion database and Challenge valence
Number of items: 14.

AffWild and AffWild2 emotion databases

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

AffWildNet

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

arousal

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

CNN plus Multi RNN

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

Deep convolutional and recurrent neural architectures

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

emotion recognition in-the-wild

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

facial image analysis

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

high-level features

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

low-

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

mid-

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

multi-CNN feature extraction and aggregation

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

multi-task learning

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

OMG-Emotion database and Challenge

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

valence

Kollias, Dimitrios ORCID: 0000-0002-8188-3751 and Zafeiriou, Stefanos P. (2020) Exploiting multi-CNN features in CNN-RNN based dimensional emotion recognition on the OMG in-the-wild dataset. IEEE Transactions on Affective Computing, 12 (3). pp. 595-606. ISSN 1949-3045 (Online) (doi:https://doi.org/10.1109/TAFFC.2020.3014171)

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