Post-hoc and manifold explanations analysis of facial expression data based on deep learning

arXiv:2404.18352v1 Announce Type: new
Abstract: The complex information processing system of humans generates a lot of objective and subjective evaluations, making the exploration of human cognitive products of great cutting-edge theoretical value. In recent years, deep learning technologies, which are inspired by biological brain mechanisms, have made significant strides in the application of psychological or cognitive scientific research, particularly in the memorization and recognition of facial data. This paper investigates through experimental research how neural networks process and store facial …

analysis arxiv cs.ai cs.cv data deep learning facial expression manifold type