Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers. (arXiv:2303.09164v2 [cs.CV] UPDATED)

In this paper, we present our advanced solutions to the two sub-challenges of
Affective Behavior Analysis in the wild (ABAW) 2023: the Emotional Reaction
Intensity (ERI) Estimation Challenge and Expression (Expr) Classification
Challenge. ABAW 2023 aims to tackle the challenge of affective behavior
analysis in natural contexts, with the ultimate goal of creating intelligent
machines and robots that possess the ability to comprehend human emotions,
feelings, and behaviors. For the Expression Classification Challenge, we
propose a streamlined approach that handles …

advanced analysis arxiv behavior behavior analysis challenge challenges classification emotions extraction feature fusion human intelligent machines multimodal natural paper robots solutions transformers videos