计算机视觉与应用

(郑晓晨)SDM3782024春  
2024春
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选课类别:专业任务 教学语言:双语
课程类别:专业选修课 开课单位:系统设计与智能制造学院
课程层次:未知 获得学分:3.0
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课程简介(教工部数据)
本课程首先介绍计算机视觉技术与图像处理的发展历程,传统的特征提取以及学习方法, 随后介绍当前计算机视觉中的热点技术,深度学习算法和模型及其在目标检测和追踪,图像分类以及分割,以及图像风格迁移以及图像压缩感知等实际应用任务。本课程的重点是在理解和掌握基础方法和理论模型的基础上,通过实际应用项目的实践,进一步促进学生对计算机视觉和图像处理方法的全面掌握。


This course first introduces the development history of computer vision technology and image processing, traditional feature extraction and learning methods, and then introduces current hotspot technologies in computer vision, deep learning algorithms and models and their use in target detection and tracking, image classification and segmentation. And practical application tasks such as image style transfer and image compression sensing. The focus of this course is on the basis of understanding and mastering the basic methods and theoretical models, through the practice of practical application projects, to further promote students' comprehensive mastery of computer vision and image processing methods.
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郑晓晨

系统设计与智能制造学院

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