Publications in 2018

Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes

S. Moschoglou, S. Ploumpis, M. A. Nicolaou, S. Zafeiriou. ACCV 2018. 2018.

Bibtex reference [hide]
@inproceedings{moschoglou2018a,
    author = {S. Moschoglou and S. Ploumpis and M. A. Nicolaou and S. Zafeiriou},
    booktitle = {ACCV 2018},
    title = {Multi-Attribute Probabilistic Linear Discriminant Analysis for 3D Facial Shapes},
    year = {2018},
}
Endnote reference [hide]

Multi-Attribute Robust Component Analysis for Facial UV Maps

S. Moschoglou, E. Ververas, Y. Panagakis, M. A. Nicolaou, S. Zafeiriou. IEEE Journal of Selected Topics in Signal Processing,. December 2018.

Bibtex reference [hide]
@article{moschoglou2018,
    journal = {IEEE Journal of Selected Topics in Signal Processing,},
    month = {December},
    title = {Multi-Attribute Robust Component Analysis for Facial UV Maps},
    year = {2018},
}
Endnote reference [hide]

Motion Deblurring of Faces

G. Chrysos, P. Favaro, S. Zafeiriou. International Journal of Computer Vision. 2018.

Bibtex reference [hide]
@article{2019_ijcv_deblurring,
    author = {G. Chrysos and P. Favaro and S. Zafeiriou},
    journal = { International Journal of Computer Vision},
    title = {Motion Deblurring of Faces},
    year = {2018},
}
Endnote reference [hide]

Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment

J. Guo, J. Deng, N. Xue, S. Zafeiriou. BMVC. 2018.

Bibtex reference [hide]
@inproceedings{bmvc2018facealignment,
    author = {J. Guo and J. Deng and N. Xue and S. Zafeiriou},
    booktitle = {BMVC},
    title = {Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment},
    year = {2018},
}
Endnote reference [hide]

Audio-Visual Speech Recognition With A Hybrid CTC/Attention Architecture

S. Petridis, T. Stafylakis, P. Ma, G. Tzimiropoulos, M. Pantic. IEEE SLT. December 2018.

Bibtex reference [hide]
@inproceedings{AV_speech_hybrid_CTC_attention,
    author = {S. Petridis and T. Stafylakis and P. Ma and G. Tzimiropoulos and M. Pantic},
    booktitle = {IEEE SLT},
    month = {December},
    title = {Audio-Visual Speech Recognition With A Hybrid CTC/Attention Architecture},
    year = {2018},
}
Endnote reference [hide]

4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications

S. Cheng, I. Kotsia, M. Pantic, S. Zafeiriou. 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018). Salt Lake City, Utah, US, June 2018.

Bibtex reference [hide]
@inproceedings{ChengCVPR18,
    author = {S. Cheng and I. Kotsia and M. Pantic and S. Zafeiriou},
    address = {Salt Lake City, Utah, US},
    booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018)},
    month = {June},
    title = {4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications},
    year = {2018},
}
Endnote reference [hide]

End-to-End Speech-Driven Facial Animation with Temporal GANs

K. Vougioukas, S. Petridis, M. Pantic. British Machine Vision Conference. Newcastle. September 2018.

Bibtex reference [hide]
@inproceedings{end2endSpeechDrivenFacialAnimation,
    author = {K. Vougioukas and S. Petridis and M. Pantic},
    booktitle = {British Machine Vision Conference. Newcastle},
    month = {September},
    title = {End-to-End Speech-Driven Facial Animation with Temporal GANs},
    year = {2018},
}
Endnote reference [hide]

GAGAN: Geometry-Aware Generative Adversarial Networks

J. Kossaifi, L. Tran, Y. Panagakis, M. Pantic. IEEE CVPR. pp. 878 - 887, June 2018.

Bibtex reference [hide]
@inproceedings{kossaifi2018gagan,
    author = {J. Kossaifi and L. Tran and Y. Panagakis and M. Pantic},
    pages = {878--887},
    booktitle = {IEEE CVPR},
    month = {June},
    title = {GAGAN: Geometry-Aware Generative Adversarial Networks},
    year = {2018},
}
Endnote reference [hide]

UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition

J. Deng, S. Cheng, N. Xue, Y. Zhou, S. Zafeiriou. CVPR. 2018.

Bibtex reference [hide]
@inproceedings{deng2017uv,
    author = {J. Deng and S. Cheng and N. Xue and Y. Zhou and S. Zafeiriou},
    booktitle = {CVPR},
    title = {UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition},
    year = {2018},
}
Endnote reference [hide]

IPST: Incremental Pictorial Structures for model-free Tracking of deformable objects

G. Chrysos, E. Antonakos, S. Zafeiriou. IEEE Transactions on Image Processing. 2018.

Bibtex reference [hide]
@article{2018_incremental_pictorial_tracking,
    author = {G. Chrysos and E. Antonakos and S. Zafeiriou},
    journal = {IEEE Transactions on Image Processing},
    title = {IPST: Incremental Pictorial Structures for model-free Tracking of deformable objects},
    year = {2018},
}
Endnote reference [hide]

A real-time and unsupervised face Re-Identification system for Human-Robot Interaction

Y. Wang, J. Shen, S. Petridis, M. Pantic. Pattern Recognition Letters (Accepted). 2018.

Bibtex reference [hide]
@article{FaceReID,
    author = {M. Pantic and S. Petridis and J. Shen and Y. Wang},
    journal = {Pattern Recognition Letters (Accepted)},
    title = {A real-time and unsupervised face Re-Identification system for Human-Robot Interaction},
    year = {2018},
}
Endnote reference [hide]

Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation

Y. Zhou, J. Deng, S. Zafeiriou. FG. 2018.

Bibtex reference [hide]
@inproceedings{yuxiang2018,
    author = {Y. Zhou and J. Deng and S. Zafeiriou},
    booktitle = {FG},
    title = {Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation},
    year = {2018},
}
Endnote reference [hide]

Cascade Multi-view Hourglass Model for Robust 3D Face Alignment

J. Deng, Y. Zhou, S. Cheng, S. Zafeiriou. FG. 2018.

Bibtex reference [hide]
@inproceedings{jiankangfg2018,
    author = {J. Deng and Y. Zhou and S. Cheng and S. Zafeiriou},
    booktitle = {FG},
    title = {Cascade Multi-view Hourglass Model for Robust 3D Face Alignment},
    year = {2018},
}
Endnote reference [hide]

Deep & Deformable: Convolutional Mixtures of Deformable Part-based Models

K. Songsri-in, G. Trigeorgis, S. Zafeiriou. FG'2018. 2018.

Bibtex reference [hide]
@inproceedings{krit2018,
    author = {K. Songsri-in and G. Trigeorgis and S. Zafeiriou},
    booktitle = {FG'2018},
    title = {Deep & Deformable: Convolutional Mixtures of Deformable Part-based Models},
    year = {2018},
}
Endnote reference [hide]

PD2T: Person-specific Detection, Deformable Tracking

G. Chrysos, S. Zafeiriou. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). 2018.

Bibtex reference [hide]
@article{2017_pami_offline_deformable_tracking,
    author = {G. Chrysos and S. Zafeiriou},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)},
    title = {PD2T: Person-specific Detection, Deformable Tracking},
    year = {2018},
}
Endnote reference [hide]

End-to-End Audiovisual Speech Recognition

S. Petridis, T. Stafylakis, P. Ma, F. Cai, G. Tzimiropoulos, M. Pantic. Accepted to ICASSP. Calgary, Canada, April 2018.

Bibtex reference [hide]
@inproceedings{end2endAVspeech,
    author = {S. Petridis and T. Stafylakis and P. Ma and F. Cai and G. Tzimiropoulos and M. Pantic},
    address = {Calgary, Canada},
    booktitle = {Accepted to ICASSP},
    journal = {Accepted to ICASSP},
    month = {April},
    title = {End-to-End Audiovisual Speech Recognition},
    year = {2018},
}
Endnote reference [hide]

Visual-Only Recognition of Normal, Whispered and Silent Speech

S. Petridis, J. Shen, D. Cetin, M. Pantic. Accepted to ICASSP . April 2018.

Bibtex reference [hide]
@inproceedings{normalWhisperSilentDB,
    author = {S. Petridis and J. Shen and D. Cetin and M. Pantic},
    booktitle = {Accepted to ICASSP },
    journal = {Accepted to ICASSP},
    month = {April},
    title = {Visual-Only Recognition of Normal, Whispered and Silent Speech},
    year = {2018},
}
Endnote reference [hide]

Face Mask Extraction in Video Sequence

Y. Wang, B. Luo, J. Shen, M. Pantic. International Journal of Computer Vision. pp. 1 - 17, 2018.

Bibtex reference [hide]
@article{wang2018face,
    author = {Y. Wang and B. Luo and J. Shen and M. Pantic},
    pages = {1--17},
    journal = {International Journal of Computer Vision},
    publisher = {Springer US},
    title = {Face Mask Extraction in Video Sequence},
    year = {2018},
}
Endnote reference [hide]

Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity

J. Pu, Y. Panagakis, S. Petridis, J. Shen, M. Pantic. IEEE transactions on cybernetics. 2018.

Bibtex reference [hide]
@article{pu2018blind,
    author = {J. Pu and Y. Panagakis and S. Petridis and J. Shen and M. Pantic},
    journal = {IEEE transactions on cybernetics},
    publisher = {IEEE},
    title = {Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity},
    year = {2018},
}
Endnote reference [hide]

End-to-End Multimodal Emotion Recognition using Deep Neural Networks

P. Tzirakis, G. Trigeorgis, M. A. Nicolaou, B. Schuller, S. Zafeiriou. IEEE Journal of Selected Topics in Signal Processing 2017. January 2018.

Bibtex reference [hide]
@article{endtoendtzirakis2017,
    author = {P. Tzirakis and G. Trigeorgis and M. A. Nicolaou and B. Schuller and S. Zafeiriou},
    journal = {IEEE Journal of Selected Topics in Signal Processing 2017},
    month = {January},
    title = {End-to-End Multimodal Emotion Recognition using Deep Neural Networks},
    year = {2018},
}
Endnote reference [hide]