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)

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)

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, 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)

Constraint matrix

Zhang, Changqing ORCID: https://orcid.org/0000-0003-1410-6650, Fu, Huazhu, Wang, Jing, Li, Wen, Cao, Xiaochun and Hu, Qinghua (2020) Tensorized multi-view subspace representation learning. International Journal of Computer Vision, 128 (8-9). pp. 2344-2361. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01307-0)

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)

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)

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)

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)

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)

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-rank tensor

Zhang, Changqing ORCID: https://orcid.org/0000-0003-1410-6650, Fu, Huazhu, Wang, Jing, Li, Wen, Cao, Xiaochun and Hu, Qinghua (2020) Tensorized multi-view subspace representation learning. International Journal of Computer Vision, 128 (8-9). pp. 2344-2361. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01307-0)

Multi-view representation learning

Zhang, Changqing ORCID: https://orcid.org/0000-0003-1410-6650, Fu, Huazhu, Wang, Jing, Li, Wen, Cao, Xiaochun and Hu, Qinghua (2020) Tensorized multi-view subspace representation learning. International Journal of Computer Vision, 128 (8-9). pp. 2344-2361. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01307-0)

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)

Subspace clustering

Zhang, Changqing ORCID: https://orcid.org/0000-0003-1410-6650, Fu, Huazhu, Wang, Jing, Li, Wen, Cao, Xiaochun and Hu, Qinghua (2020) Tensorized multi-view subspace representation learning. International Journal of Computer Vision, 128 (8-9). pp. 2344-2361. ISSN 0920-5691 (Print), 1573-1405 (Online) (doi:10.1007/s11263-020-01307-0)

valence

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)