Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment

no code implementations • 25 Oct 2024 • Syed Sameen Ahmad Rizvi, Aryan Seth, Pratik Narang

This work leverages representation learning based on latent spaces to mitigate bias in facial expression recognition systems, thereby enhancing a deep learning model's fairness and overall accuracy.

Facial Expression Recognition Facial Expression Recognition (FER) +2

InFER: A Multi-Ethnic Indian Facial Expression Recognition Dataset

no code implementations • 30 Sep 2023 • Syed Sameen Ahmad Rizvi, Preyansh Agrawal, Jagat Sesh Challa, Pratik Narang

In this work, we present InFER, a real-world multi-ethnic Indian Facial Expression Recognition dataset consisting of 10, 200 images and 4, 200 short videos of seven basic facial expressions.

Facial Expression Recognition Facial Expression Recognition (FER)