3DMM fitting

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

4DFAB

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

adaptation

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos ORCID: https://orcid.org/0000-0003-2899-0598 and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex & Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536 (Print), 2198-6053 (Online) (doi:10.1007/s40747-017-0064-6)

af-wild

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

AFEW

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

AFEW-VA

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

affect recognition

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

AffWild and AffWild2 emotion databases

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

AffWildNet

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

AfWildNet

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

arousal

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

basic emotions

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

blendshape models

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

categorical

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

categorical affect

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

challenge

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

clustering

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos ORCID: https://orcid.org/0000-0003-2899-0598 and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex & Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536 (Print), 2198-6053 (Online) (doi:10.1007/s40747-017-0064-6)

CNN plus Multi RNN

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

convolutional

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

convolutional recurrent neural networks

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos ORCID: https://orcid.org/0000-0003-2899-0598 and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex & Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536 (Print), 2198-6053 (Online) (doi:10.1007/s40747-017-0064-6)

data augmentation

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

database

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

deep

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

Deep convolutional and recurrent neural architectures

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

deep learning

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos ORCID: https://orcid.org/0000-0003-2899-0598 and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex & Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536 (Print), 2198-6053 (Online) (doi:10.1007/s40747-017-0064-6)

dimensional

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

DNNs

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

emotion

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

emotion recognition in-the-wild

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

EmotiW

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

facial

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

facial affect synthesis

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

facial expression transfer

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

facial image analysis

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

GANimation

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

healthcare

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos ORCID: https://orcid.org/0000-0003-2899-0598 and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex & Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536 (Print), 2198-6053 (Online) (doi:10.1007/s40747-017-0064-6)

high-level features

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

in-the-wild

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

low-

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

mid-

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

multi-CNN feature extraction and aggregation

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

multi-task learning

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

OMG-Emotion database and Challenge

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

Parkinson’s

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos ORCID: https://orcid.org/0000-0003-2899-0598 and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex & Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536 (Print), 2198-6053 (Online) (doi:10.1007/s40747-017-0064-6)

prediction

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos ORCID: https://orcid.org/0000-0003-2899-0598 and Tagaris, Georgios (2017) Deep neural architectures for prediction in healthcare. Complex & Intelligent Systems, 4 (2). pp. 119-131. ISSN 2199-4536 (Print), 2198-6053 (Online) (doi:10.1007/s40747-017-0064-6)

recognition

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

RECOLA

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

recurrent

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)

StarGAN

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

valence

Kollias, Dimitrios ORCID: https://orcid.org/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:10.1109/TAFFC.2020.3014171)

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Cheng, Shiyang, Ververas, Evangelos, Kotsia, Irene and Zafeiriou, Stefanos (2020) Deep neural network augmentation: generating faces for affect analysis. International Journal of Computer Vision, 128 (5). pp. 1455-1484. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01304-3)

Kollias, Dimitrios ORCID: https://orcid.org/0000-0002-8188-3751, Tzirakis, Panagiotis, Nicolaou, Mihalis A., Papaioannou, Athanasios, Zhao, Guoying, Schuller, Björn, Kotsia, Irene and Zafeiriou, Stefanos (2019) Deep affect prediction in-the-wild: aff-wild database and challenge, deep architectures, and beyond. International Journal of Computer Vision, 127 (6-7). pp. 907-929. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-019-01158-4)