Human Behavior Understanding: from Visible to Invisible, then Generative

E2-05

11.21(木) 14:30-15:10 | 展示会場内　RoomE

Thematic Seminar

Human Behavior Understanding:
from Visible to Invisible, then Generative

Dr. Liu will present a comprehensive framework for sensing and understanding human behavior from various perspectives. This system utilizes both visible and invisible technologies to analyze behavior from video footage, generate informative reports and clips using LLMs, and extract, visualize, and summarize human behavior. The framework includes sensing techniques using traditional cameras, 360-degree cameras, and microwave sensors, as well as behavior analysis for action recognition, object tracking, human-object interactions, scene recognition, and behavioral pattern analysis. This presentation will provide an overview of these works with interactive demos and insights, highlighting challenges and future directions for understanding human behavior in the era of generative AI.

Generative AI
Vision AI Expo

Speaker

NEC Corporation

Director & Senior Principal Researcher, Visual Intelligence Research Laboratories

Jianquan Liu

Jianquan Liu is currently the Director and Senior Principal Researcher at NEC Corporation, working on multimedia data processing. He is also a Visiting Professor at Nagoya University and an Adjunct Professor at Hosei University. Prior to NEC, he was a development engineer in Tencent Inc. His research interests include multimedia databases, web data mining and information retrieval. He has made significant contributions to the field, published 70+ papers at major conferences and journals, received 30+ awards, and filed 100+ patents. He has also successfully commercialized his research achievements through industrial applications. Currently, he is/was serving as the Industry Co-chair of IEEE ICIP'23,'25 and ACM MM'23,'24; the General Co-chair of IEEE MIPR'21 and others. He is a senior member of ACM/IEEE, and a member of IEICE/IPSJ/APSIPA/DBSJ, and an associate editor of IEEE TMM, ACM TOMM, EURASIP JIVP and others. He received the M.E. and Ph.D. degrees from the University of Tsukuba.

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