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XuetangX

计算机视觉

Beijing University of Posts and Telecommunications via XuetangX

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Overview

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本课程旨在为学生介绍机器视觉技术的基本任务及发展现状，是学生理解和掌握机器视觉的基础理论，理解和掌握机器视觉技术的应用方法，为进一步研究打下必要基础。

Syllabus

  • 引言
    • 三维重建-1.摄像机几何
      • 三维重建-2.摄像机标定
        • 三维重建-3.单视图几何
          • 三维重建-4.极几何
            • 三维重建-5.双目立体视觉
              • 三维重建-6.运动恢复结构
                • 图像识别-1.图像去噪与卷积
                  • 图像识别-2.边缘提取
                    • 图像识别-3.纹理表示
                      • 图像识别-4.图像分类与线性分类器
                        • 图像识别-5.全连接神经网络分类器
                          • 图像识别-6.卷积神经网络分类器
                            • 图像识别-7.经典网络解析

                              Taught by

                              Peng Lu

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