EMOTION MINING USING WIFI AND VISION SETUP

EMOTION MINING USING WIFI AND VISION SETUP

Harshitha M1, Charitra A N2, Shivling B3, Sunil Kumar D4, Madhan L5

1Harshitha M, ISE, Vidya Vikas Institute of Engineering & Technology Mysore

2 Charitra A N, ISE, Vidya Vikas Institute of Engineering & Technology Mysore

3Shivling B, ISE, Vidya Vikas Institute of Engineering & Technology Mysore

4 Sunil Kumar D, ISE, Vidya Vikas Institute of Engineering & Technology Mysore

5Madhan L, ISE, Vidya Vikas Institute of Engineering & Technology Mysore

Abstract- This research investigates emotion recognition using a unique method that integrates computer vision and Wi-Fi signals. By monitoring the Wi-Fi patterns and analyzing the differences in it, and employing vision technology to capture facial expressions, we want to differentiate and understand human emotions in various contexts. Given the multimodal nature of human emotion expressions, we suggest this method that combines vision and Wi-Fi configurations. Additionally, we use the link between modalities for improved emotion recognition by employing the Multi Source Learning (MSL) approach, which was motivated by Multi-Task Learning.

Key Words—emotion recognition, channel state information, vision, dataset, multi-source learning