Image Processing And Computer Vision Laboratory

数字图像处理是一个快速发展的领域，在科学和工程中的应用越来越多，例如高清晰度电视(HDTV)。许多与图像处理相关的理论和概念都在本科生的理解范围内，他们在以前的课程中学习了这些理论和概念。将图像处理引入本科课程有助于理解学生在信号处理、通信理论和随机变量课程中获得的许多重要但抽象的技术。此外，这也为他们在相关领域的深入研究提供了良好的准备。基于图像处理的实验是本课程不可分割的一部分，建立图像处理实验室使学生能够进行实验，以补充教学材料。这些实验涵盖了从图像采集到噪声图像的边缘检测的广泛的实际应用。进行这些实验需要一台配备了图像采集卡、摄像机和高分辨率监视器的高速计算机。为了教育目的，计划编制一份图像处理实验室手册和一个能够执行所有拟议实验的综合软件包。

Digital image processing is a rapidly evolving field with growing applications in science and engineering, such as high- definition television (HDTV). Many of the theories and concepts pertinent to image processing are within the scope of understanding by undergraduate students who learn them in prior courses. The introduction of image processing to the undergraduate curriculum facilitates the understanding of many important, yet abstract, techniques students acquire in signal processing, communication theory, and random variables courses. Moreover, this provides them with an excellent preparation for advanced study in related fields. Experiments based on image processing are an integral part of the course and the establishment of an image processing laboratory enables students to carry out experiments that supplement lecture materials. These experiments cover a wide range of practical applications that extend from the acquisition of an image to the edge detection of a noisy image. The conduct of these experiments necessitates a high-speed computer equipped with a frame grabber, a video camera and a high-resolution monitor. For educational purposes, an image-processing laboratory manual and an integrated software package capable of implementing all proposed experiments are planned.