Search Results for author: Decky Aspandi

Found 5 papers, 1 papers with code

Predicting Eye Gaze Location on Websites

no code implementations15 Nov 2022 Ciheng Zhang, Decky Aspandi, Steffen Staab

This is done by the curation of a unified dataset that consists of website screenshots, eye-gaze heatmap and website's layout information in the form of image and text masks.

Gaze Prediction

Machine Learning-based Lie Detector applied to a Novel Annotated Game Dataset

no code implementations26 Apr 2021 Nuria Rodriguez-Diaz, Decky Aspandi, Federico Sukno, Xavier Binefa

Lie detection is considered a concern for everyone in their day to day life given its impact on human interactions.

BIG-bench Machine Learning

An Enhanced Adversarial Network with Combined Latent Features for Spatio-Temporal Facial Affect Estimation in the Wild

1 code implementation18 Feb 2021 Decky Aspandi, Federico Sukno, Björn Schuller, Xavier Binefa

This paper addresses these shortcomings by proposing a novel model that efficiently extracts both spatial and temporal features of the data by means of its enhanced temporal modelling based on latent features.

Adversarial-based neural networks for affect estimations in the wild

no code implementations3 Feb 2020 Decky Aspandi, Adria Mallol-Ragolta, Björn Schuller, Xavier Binefa

However, the use of latent features, which is feasible through adversarial learning, is not largely explored, yet.

End-to-end facial and physiological model for Affective Computing and applications

no code implementations10 Dec 2019 Joaquim Comas, Decky Aspandi, Xavier Binefa

In this work, we propose a multi-modal emotion recognition model based on deep learning techniques using the combination of peripheral physiological signals and facial expressions.

Arousal Estimation Emotion Recognition

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