PhD Seminar • Artificial Intelligence (Affective Computing) — Automatic Group-Level Emotion Recognition using Deep LearningExport this event to calendar

Thursday, May 9, 2019 — 3:45 PM EDT

Aarti Malhotra, PhD candidate
David R. Cheriton School of Computer Science

We investigate a deep learning approach to classify emotions in group-level photos into three categories: (1) positive; (2) neutral; and (3) negative. 

We used the Group Affect Database (GAD) dataset provided in the 6th Emotion Recognition in the Wild Challenge (EmotiW 2018). We used Convolutional Neural Networks (CNNs) to extract facial features and skeletal features, and to train on labelled dataset. We report our methods, results, and discuss future works.

Location 
DC - William G. Davis Computer Research Centre
2568
200 University Avenue West

Waterloo, ON N2L 3G1
Canada

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