公开(公告)号：US11954942B2

公开(公告)日：2024-04-09

申请号：US17565453

申请日：2021-12-30

Applicant: KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： Junghyun Cho ,  Ig Jae Kim ,  Hochul Hwang

IPC: G06V40/20 ,  G06V10/82 ,  G06V10/84

CPC classification number: G06V40/23 ,  G06V10/82 ,  G06V10/84

Abstract: Embodiments relate to a human behavior recognition system using hierarchical class learning considering safety, the human behavior recognition system including a behavior class definer configured to form a plurality of behavior classes by sub-setting a plurality of images each including a subject according to pre-designated behaviors and assign a behavior label to the plurality of images, a safety class definer configured to calculate a safety index for the plurality of images, form a plurality of safety classes by sub-setting the plurality of images based on the safety index, and additionally assign a safety label to the plurality of images, and a trainer configured to train a human recognition model by using the plurality of images defined as hierarchical classes by assigning the behavior label and the safety label as training images.