文件名称:HellokinectMAT
- 所属分类：
- 人工智能/神经网络/遗传算法
- 资源属性：
- [Windows] [Visual.Net] [源码]
- 上传时间：
- 2015-03-22
- 文件大小：
- 38kb
- 下载次数：
- 0次
- 提 供 者：
- 杨*
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
感知行为的影响因素包括单个关节的动作和不同关节的组态。因此提出一种新的基于关节的位置差异的特征类型，联合包括静态姿势、动作、位移在内的行为信息进行识别。采用关节在两个时间和空间区域的差异来明确地模拟个别关节动力学和不同关节的组态。然后应用主成分分析（PCA）来获得所需的特征。同时应用非参数的简捷的贝叶斯最近邻（NBNN）分类器进行多类行为的分类。这个NBNN分类器避免了帧描述符的量化，计算“图像到类别”的距离而不是“图像到图像”的距离。15到20帧的数据就足以实现手势以及动作的识别，无需应用整个视频序列，极大地缩短了延时，提高了识别效率。-Perceived behavioral factors, including single-joint movements and configure different joints. Therefore suggests a new location-based differences in the characteristics of the type of joint, the joint including a static posture, movement, displacement including behavioral information for identification. Differences in the use of the joint region both time and space explicitly configured to simulate individual joints kinetics and different joints. Then principal component analysis (PCA) to obtain the desired characteristics. At the same time a simple nonparametric Bayesian nearest neighbor (NBNN) classifier to classify many types of behavior. This avoids the fr a me NBNN classification descr iptors to quantify computing " image to the category" distance rather than distance " image to the image" of. Data 15-20 is sufficient to achieve the gesture and action recognition, without application of the entire video sequence, which greatly reduces the latency and improve the ef
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下载文件列表
HellokinectMAT\HellokinectMAT\App.config
..............\..............\bin\Debug\HellokinectMAT.exe
..............\..............\...\.....\HellokinectMAT.exe.config
..............\..............\...\.....\HellokinectMAT.pdb
..............\..............\...\.....\HellokinectMAT.vshost.exe
..............\..............\...\.....\HellokinectMAT.vshost.exe.config
..............\..............\...\.....\HellokinectMAT.vshost.exe.manifest
..............\..............\HellokinectMAT.csproj
..............\..............\obj\Debug\DesignTimeResolveAssemblyReferencesInput.cache
..............\..............\...\.....\HellokinectMAT.csproj.FileListAbsolute.txt
..............\..............\...\.....\HellokinectMAT.csprojResolveAssemblyReference.cache
..............\..............\...\.....\HellokinectMAT.exe
..............\..............\...\.....\HellokinectMAT.pdb
..............\..............\...\.....\TemporaryGeneratedFile_036C0B5B-1481-4323-8D20-8F5ADCB23D92.cs
..............\..............\...\.....\TemporaryGeneratedFile_5937a670-0e60-4077-877b-f7221da3dda1.cs
..............\..............\...\.....\TemporaryGeneratedFile_E7A71F73-0F8D-4B9B-B56E-8E70B10BC5D3.cs
..............\..............\Program.cs
..............\..............\...perties\AssemblyInfo.cs
..............\HellokinectMAT.sln
..............\HellokinectMAT.v11.suo
..............\..............\obj\Debug\TempPE
..............\..............\bin\Debug
..............\..............\obj\Debug
..............\..............\bin
..............\..............\obj
..............\..............\Properties
..............\HellokinectMAT
HellokinectMAT