基于机器学习的手势识别研究Studyofhandgesturerecognitionbasedonmachinelearning目录摘要.......................................................................................................................IIIAbstract...................................................................................................................IV第一章绪论..............................................................................................................11.1课题背景及问题的提出.............................................................................11.2手势识别技术发展现状及发展趋势.........................................................11.3论文主要内容.............................................................................................3第二章基于OpenCV的手势识别基础理论.........................................................42.1OpenCV概述..............................................................................................42.2OpenCV库函数...........................................................................................42.3手势.............................................................................................................52.3图像处理.....................................................................................................52.4基于机器学习的手势识别系统组成.........................................................52.5本章小结.....................................................................................................6第三章图像预处理..................................................................................................73.1图像的预处理.............................................................................................73.2图像滤波.....................................................................................................73.3图像二值化.................................................................................................93.4形态学方法应用.......................................................................................103.5本章小结...................................................................................................11第四章手势分割....................................................................................................124.1手势分割的概述.......................................................................................124.2RGB颜色空间..........................................................................................124.3HSV颜色空间..........................................................................................124.4YcrCb色彩空间........................................................................................134.5本章小结...................................................................................................13第五章手势识别算法及手势识别系统的设计实现............................................155.1手势识别概述...........................................................................................155.2模板匹配...................................................................................................155.3总体系统图...............................................................................................155.3摄像头捕捉手势识别.................................................................................
