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In the past few years, with the continuous improvement of hardware conditions, deep learning had performed well in solving many problems, such as visual recognition, speech recognition, and natural language processing. In recent years, human-computer interaction behavior has appeared more and more in daily life. Especially with the rapid development of computer vision technology, the human-centered human-computer interaction technology is bound to replace computer-centered human-computerdoi:10.1109/access.2019.2901930 fatcat:sjtyg7ggyzfddc6dkle7htrifm