Search Results for author: Arnab Kumar Roy

Found 2 papers, 2 papers with code

Improvement in Facial Emotion Recognition using Synthetic Data Generated by Diffusion Model

1 code implementation16 Nov 2024 Arnab Kumar Roy, Hemant Kumar Kathania, Adhitiya Sharma

In this paper, we tackle the issue of data imbalance by incorporating synthetic data augmentation and leveraging the ResEmoteNet model to enhance the overall performance on facial emotion recognition task.

Data Augmentation Facial Emotion Recognition

ResEmoteNet: Bridging Accuracy and Loss Reduction in Facial Emotion Recognition

1 code implementation1 Sep 2024 Arnab Kumar Roy, Hemant Kumar Kathania, Adhitiya Sharma, Abhishek Dey, Md. Sarfaraj Alam Ansari

In this work, we propose ResEmoteNet, a novel deep learning architecture for facial emotion recognition designed with the combination of Convolutional, Squeeze-Excitation (SE) and Residual Networks.

 Ranked #1 on Facial Expression Recognition (FER) on FER2013 (using extra training data)

Facial Emotion Recognition Facial Expression Recognition (FER)

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