Image-processing projects for an algorithms course

被引:3
作者
Fink, E [1 ]
Heath, M [1 ]
机构
[1] Univ S Florida, Tampa, FL 33620 USA
基金
美国国家科学基金会;
关键词
algorithm theory; image processing; computer vision; undergraduate education;
D O I
10.1142/S0218001401001192
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Courses on algorithm analysis often include little programming, and do not emphasize application of advanced techniques to practical problems. On the other hand, students usually prefer hands-on learning, and may lack motivation to study theory. We augmented an algorithms course with a series of programming tasks, which involved application of the course material to image processing. These tasks motivated the students, and led to better understanding and retention of theoretical material. They also enabled the students to learn the basics of representing and manipulating images, along with the algorithm theory.
引用
收藏
页码:859 / 868
页数:10
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