Matlab实现的实时人脸表情识别工具(支持摄像头输入与六类表情分类)

上传者: pepper | 上传时间: 2026-06-05 13:36:24 | 文件大小: 10.16MB | 文件类型: ZIP
这个Matlab程序能通过调用本地摄像头实时捕捉人脸画面,自动检测并标注高兴、惊讶、恐惧、生气、悲伤、厌恶六种基本表情。核心功能基于LBP和DSLBP纹理特征提取,结合SVM分类器完成识别,训练数据来自Jaffe数据库,模型参数已保存在save.mat中。包含完整GUI界面(main_gui.fig/.m),一键运行即可启动交互式识别窗口;同时提供独立测试脚本test_one.m用于单张图像识别,以及svm_train.m、svm_test.m等模块化文件便于二次开发。配套有详细的操作说明文档(程序运行说明及运行环境.docx),明确列出所需Matlab版本及工具箱依赖(如Image Processing Toolbox、Statistics and Machine Learning Toolbox)。所有代码结构清晰,变量命名规范,注释充分,适合教学演示、课程设计或算法原理验证使用。

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