Pengjia Tu

Activity Recognition Method Based on Kernel Supervised Laplacian Eigenmaps

Laplacian dimensionality reduction can effectively achieve feature transformation and preserve the important structure of high-dimensional features. However, the trained model with this method usually require better generalization ability to new samples. Hence, a human activity recognition method ba…