On May 13-14, the 15th National College Students' Innovation and Entrepreneurship Annual Conference (referred to as the "National Innovation and Entrepreneurship Annual Conference") was held at China University of Mining and Technology. The innovative training project Visual Recognition Based Abnormal Behavior Detection System for Lonely Elderly People recommended by GDUT and the academic paper View known transfer network form multi view action recognition (written by Liang Zixi ;directed by Yin Ming, Institute of Automation) were selected for the innovation academic paper exchange activity for college students. The paper author Liang Zixi, as a representative of the conference, was invited to give a major innovation project and paper report on site. At the report site, the students of Guangdong University of Technology demonstrated good spiritual outlook and academic literacy. The experts of the "National Innovation Annual Conference", including Professor Wan Xiaopeng, Professor Zhou Wu, and Professor Xia Lixin, provided guidance and recognition to the paper report of Guangdong University of Technology, and encouraged participating students to continue their efforts. According to the annual meeting, only 5 projects from Guangdong provincial universities are selected for the paper report session. Guangdong University of Technology has been selected and participated in the "National Innovation Annual Conference" for nine consecutive sessions, representing Guangdong Province for innovation and entrepreneurship achievements nationwide.