计算机科学 ›› 2011, Vol. 38 ›› Issue (1): 251-252.
• 人工智能 • 上一篇 下一篇
于美娟,马希荣
出版日期:
发布日期:
基金资助:
YU Mei-juan,MA Xi-rong
Online:
Published:
摘要： 为了提高基于HMM方法的动态手势识别的效率和准确性，针对HMM方法在训练手势中计算的高复杂性，提出了一种HMM算法和动态规划的算法相结合的方法，对HMM算法中的训练阶段进行了改进，增强了人机交互的准确性与实时性。
关键词: 动态手势识别，隐马尔可夫模型，动态规划
Abstract: In order to enhance the efficiency and the accuracy of dynamic hand gesture recognition based on HMM method, for the computation's high complexity of HMM method in the training stage, a new HMM algorithm based on the dynamic programming was presented. It makes improvement to the HMM algorithm's training stage, and will enhance the accuracy and timeliness in human-robot interaction.
Key words: Dynamic hand gesture recognition, HMM, Dynamic programming
于美娟,马希荣. 基于HMM方法的动态手势识别技术的改进[J]. 计算机科学, 2011, 38(1): 251-252. https://doi.org/
YU Mei-juan,MA Xi-rong. Improvement of Dynamic Hand Gesture Recognition Technology Based on HMM Method[J]. Computer Science, 2011, 38(1): 251-252. https://doi.org/
0 / / 推荐
导出引用管理器 EndNote|Reference Manager|ProCite|BibTeX|RefWorks
链接本文: https://www.jsjkx.com/CN/
https://www.jsjkx.com/CN/Y2011/V38/I1/251
Cited
首页