In this paper, an adaptive vision-based human action recognition method is proposed. By means of an evolutionary optimization method, adaptive and incremental learning of human actions is supported.

In literature, single view depth data with multi steam CNN to recognize human actions but cannot recognize accurately view invariant actions. In this work, we trained by multi view action data with ...