244 citations · 1.5k across the 70 of their papers we have counts for
11 papers · 1 filter
Photorealistic Facial Synthesis in the Dimensional Affect Space
Dimitrios Kollias, Shiyang Cheng, Maja Pantic +1
This paper presents a novel approach for synthesizing facial affect, which is based on our annotating 600,000 frames of the 4DFAB database in terms of valence and arousal. The inpu…
Audio-Visual Speech Recognition With A Hybrid CTC/Attention Architecture
Stavros Petridis, Themos Stafylakis, Pingchuan Ma +2
Recent works in speech recognition rely either on connectionist temporal classification (CTC) or sequence-to-sequence models for character-level recognition. CTC assumes conditiona…
Transfer Learning for Action Unit Recognition
Yen Khye Lim, Zukang Liao, Stavros Petridis +1
This paper presents a classifier ensemble for Facial Expression Recognition (FER) based on models derived from transfer learning. The main experimentation work is conducted for fac…
Face Mask Extraction in Video Sequence
Yujiang Wang, Bingnan Luo, Jie Shen +1
Inspired by the recent development of deep network-based methods in semantic image segmentation, we introduce an end-to-end trainable model for face mask extraction in video sequen…
MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild
Yiming Lin, Shiyang Cheng, Jie Shen +1
Face tracking serves as the crucial initial step in mobile applications trying to analyse target faces over time in mobile settings. However, this problem has received little atten…
End-to-End Speech-Driven Facial Animation with Temporal GANs
Konstantinos Vougioukas, Stavros Petridis, Maja Pantic
Speech-driven facial animation is the process which uses speech signals to automatically synthesize a talking character. The majority of work in this domain creates a mapping from…