3 citations · 8 across the 5 of their papers we have counts for
6 papers
Shape-Bayes: Bayesian Inference of Structured Shapes under Visual Ambiguity
Mani Kumar Tellamekala, Tosh Brown, Michel Valstar
Perceiving structured shapes, such as human faces, from pixels is an inherently ambiguous task in real-world conditions. Yet, shape inference is largely posed as a deterministic re…
xTrace: A Facial Expressive Behaviour Analysis Tool for Continuous Affect Recognition
Mani Kumar Tellamekala, Shashank Jaiswal, Thomas Smith +4
Recognising expressive behaviours in face videos is a long-standing challenge in Affective Computing. Despite significant advancements in recent years, it still remains a challenge…
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?
Mani Kumar Tellamekala, Ömer Sümer, Björn W. Schuller +3
Recognising continuous emotions and action unit (AU) intensities from face videos requires a spatial and temporal understanding of expression dynamics. Existing works primarily rel…
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition
Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller +3
Automatically recognising apparent emotions from face and voice is hard, in part because of various sources of uncertainty, including in the input data and the labels used in a mac…
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition
Vincent Karas, Mani Kumar Tellamekala, Adria Mallol-Ragolta +2
In this paper, we present our submission to 3rd Affective Behavior Analysis in-the-wild (ABAW) challenge. Learningcomplex interactions among multimodal sequences is critical to rec…
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition
Enrique Sanchez, Mani Kumar Tellamekala, Michel Valstar +1
Temporal context is key to the recognition of expressions of emotion. Existing methods, that rely on recurrent or self-attention models to enforce temporal consistency, work on the…