Extreme learning machine with parallel layer perceptrons

LD Tavares, RR Saldanha, DAG Vieira - Neurocomputing, 2015 - Elsevier
This paper proposes using the Parallel Layer Perceptron (PLP) network, instead of the
Single Layer Feedforward neural network (SLFN) in the Extreme Learning Machine (ELM) …

New semantic descriptor construction for facial expression recognition based on axiomatic fuzzy set

Z Li, Q Zhang, X Duan, C Wang, Y Shi - Multimedia Tools and Applications, 2018 - Springer
In this paper, we propose a new semantic descriptor based on axiomatic fuzzy set (AFS) to
describe facial expressions. The new descriptor has two advantages: The first one is that it …

Nonnegative tensor factorization based on low-rank subspace for facial expression recognition

X Liu, C Li, C Dai, J Lai, HC Chao - Mobile Networks and Applications, 2022 - Springer
Important progresses have been made in the field of artificial intelligence in recent years,
and facial expression recognition (FER), which could greatly facilitate the development of …