Title :
Enticing general engineering undergrads into signal processing with Photo-Editing and image search
Author_Institution :
Dept. of Eng., Univ. of Cambridge, Cambridge, UK
Abstract :
The University of Cambridge is unusual in that its Department of Engineering is a single department which covers virtually all branches of engineering `under one roof´. In their first two years of study, our undergrads study the full breadth of engineering topics and then have to choose a specialization area for the final two years of study. Here we describe part of a course, given towards the end of their second year, which is designed to entice these students to specialize in signal processing and information engineering topics for years 3 and 4. The course is based around a photo editor and an image search application, and it requires no prior knowledge of the z-transform or of 2-dimensional signal processing. It does assume some knowledge of 1-D convolution and basic Fourier methods and some prior exposure to Matlab. The subject of this paper, the photo editor, is written in standard Matlab m-files which are fully visible to the students and help them to see how specific algorithms are implemented in detail.
Keywords :
Fourier analysis; engineering education; image processing; multidimensional signal processing; 1D convolution method; 2-dimensional signal processing; Fourier method; University of Cambridge; general engineering undergrads; image search application; information engineering topics; photo editing; standard Matlab m-file; Convolution; Histograms; Image color analysis; Interpolation; Lighting; Noise; Basic image processing; Gaussian filtering; adaptive image enhancement; photo editing in Matlab;
Conference_Titel :
Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), 2011 IEEE
Conference_Location :
Sedona, AZ
Print_ISBN :
978-1-61284-226-4
DOI :
10.1109/DSP-SPE.2011.5739246