计算机与现代化Issue(8)：67-76,10.DOI:10.3969/j.issn.1006-2475.2024.08.012
手势识别与交互综述
Survey on Gesture Recognition and Interaction
摘要
Abstract
Gesture recognition and interaction technology is the cornerstone task of frontier research in human-computer interac-tion technology and artificial intelligence technology.This task takes the collaborative work of computers and devices to recognize and process gesture information and give machine operations corresponding to gestures as the main goal,and integrates a number of technologies such as motion capture,image processing,image classification,and multi-terminal collaborative interaction,which is a powerful guarantee to support the command and control system,robot interaction,medical operation and other cutting-edge intelligent interaction and human-computer interaction work nowadays.At present,the research on gesture recogni-tion and interaction has become more and more mature with a wide range of application fields and rich application scenarios.This paper mainly provides a review of the gesture recognition development and interaction related technologies and hardware.Firstly,it sorts the research progress of gesture recognition and interaction technology out comprehensively,and categories the key steps of gesture recognition at the same time.Secondly,it classifies and elaborates the related work of the current mainstream gesture recognition depth sensors used for 3D gesture interaction.Subsequently,it analyses and discusses the real sense recognition tech-nology for 3D gesture recognition.Finally,it analyses the deficiencies and urgent problems in gesture recognition and interaction technology,proposes the integration of such cutting-edge technologies as deep learning,pattern recognition and other feasible research ideas and methods,and makes predictions and prospects for the future research direction,technology development and application areas in this field.关键词
手势识别/手势交互/人机交互/多模态智能交互/计算机视觉Key words
gesture recognition/gesture interaction/human-computer interaction/multimodal intelligent interaction/com-puter vision分类
信息技术与安全科学引用本文复制引用
魏嘉焜,王家润..手势识别与交互综述[J].计算机与现代化,2024,(8):67-76,10.基金项目
华北计算技术研究所创新基金资助项目(X202202450) （X202202450）
