摘要本次所选课题为“基于Kinect的旗语识别系统”。旗语是世界各国海军通用的语言，基于Kinect的旗语识别可以快捷地，自动化地理解旗语语言。本次论文首先简要概述了旗语识别的研究背景，相关算法，而后详细阐述了使用Kinect骨骼图法对旗语进行的数据采集，数据分析，数据处理。最终，介绍如何将之集成为自动化的识别旗语系统。61635

本系统采用C#语言编写，WPF技术搭建用户界面，提供RGB图像和骨骼图像同时显示，识别结果用相应图像显示，直观明显。系统可识别常用的15种旗语表达手势，其中包括基本手势以及一个动态旗语手势，除此之外，还提供对识别出的旗语进行存储，以及根据自定义匹配转译成需要的语言含义

关键词  旗语  Kinect  手势识别  C#  骨骼图

 毕业设计说明书（论文）外文摘要

Title The System Of Gesture Recognition  Based On Kinect           

Abstract The task of this time is “The System Of Gesture Recognition Based On Kinect” The Gesture Recognition is the universal language by the navies of various countries in the world. The Gesture Recognition used  Kinect

can recognize the semaphore very fast and automaticity. This paper firstly

introduce the background of the Gesture Recognition and the related algorithm briefly, and then expound the collection ,the analysis, and the processing of the data based on the Skeleton View of Kinect. Lastly, this paper will also introduce how to integrate all of these into an automated identification semaphore system.

This system is coded by C# language, and the user interface is created by

Technology of WPF. The system can display the RGB View and the Skeleton

View in the same time, and the result of recognition is presented by the picture accordingly, which can be more obvious. The system can recognize the common 15 gestures, including the base form and the dynamic form. In addition, the recognized semaphore will be stored, and can be translated to the needed language by the user-defined matching content

Keywords :  semaphore  Kinect gesture recognition  C#  Skeleton View

目录

1 绪论 2

1.1 相关背景 2

1.2 算法介绍 3

2 设计思路 5

2.1 目标 5

2.2 原理 5

2.3 设计 8

2.3.1  表层展现 8

2.3.2  底层过程 9

3 系统构建 13

3.1 环境搭建 13

3.2 Kinect获取数据 15

3.3 数据处理及识别 17

3.3.1 识别手势朝向 17

3.3.2 识别旗语 21

3.3.3 识别语义 22

3.4 WPF搭建系统 23

3.5