Search Results for author: James L. Crowley

Found 5 papers, 1 papers with code

Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition

no code implementations16 Nov 2023 Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley

Decades of research indicate that emotion recognition is more effective when drawing information from multiple modalities.

Multimodal Emotion Recognition

Transformer-Based Self-Supervised Learning for Emotion Recognition

no code implementations8 Apr 2022 Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley

We gathered several ECG datasets with no labels of emotion to pre-train our model, which we then fine-tuned for emotion recognition on the AMIGOS dataset.

Emotion Recognition Self-Supervised Learning +2

Recognizing Manipulation Actions from State-Transformations

1 code implementation12 Jun 2019 Nachwa Aboubakr, James L. Crowley, Remi Ronfard

We start by defining a state transition matrix that maps action labels into a pre-state and a post-state.

Action Recognition Object

Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving

no code implementations12 Oct 2017 Thomas Guntz, Raffaella Balzarini, Dominique Vaufreydaz, James L. Crowley

In this paper we present the first results of a pilot experiment in the capture and interpretation of multimodal signals of human experts engaged in solving challenging chess problems.

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