Expression Recognition Using Improved AlexNet Network in Robot Intelligent Interactive System

• Published in: Journal of Robotics Vol. 2022; pp. 1 - 9
• Main Authors: Zhao, Yifeng, Chen, Deyun
• Format: Journal Article
• Language: English
• Published: New York Hindawi 08.02.2022; Hindawi Limited
• Subjects: Accuracy; Algorithms; Analysis; Artificial intelligence; Artificial neural networks; Classification; Color imagery; Deep learning; Digital signatures; Emotions; Equalization; Feature extraction; Feature recognition; Histograms; Human-computer interaction; Image enhancement; Interactive systems; Machine learning; Model accuracy; Neural networks; R&D; Research & development; Robotics; Robotics industry; Robots; Service robots; China

Aiming at the insufficient feature extraction in the expression feature extraction stage of traditional convolutional neural network and the misclassification of mislabeled samples, an expression recognition and robot intelligent interaction method using deep learning is proposed. First, in image pr...