Title :
Practical MPEG-7 image indexing & retrieval for undergraduates
Author :
Andoutsos, P. ; Kushki, A. ; Venetsanopoulos, A.N.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Abstract :
A practical component to an upper year electrical and computer engineering course in information engineering or multimedia systems is presented. Developed to introduce students to image indexing and retrieval, the experiment uses a Microsoft Windows binary of the freely available MPEG-7 Experimentation Model from ISO for image description. The experiment is broken into three interdependent stages spanning a three week period. Each stage demonstrates various concepts associated with image indexing and retrieval. Students require C/C++ programming skills to parse binary encoded MPEG-7 descriptions, output ASCII description data, and perform retrievals on indexed information. The laboratory is distributed in nature, and each participating student is made to work on a small, mutually exclusive image set. The experiment drives home the urgency of the media indexing problem in light of the rapidly growing market need for multimedia management applications resulting from the huge influx of multimedia data. Through feedback, student views indicate that despite being long and time consuming, the experiment provides an interesting, original and stimulating experience.
Keywords :
computer science education; educational courses; electrical engineering education; further education; image classification; image retrieval; multimedia computing; student experiments; ASCII description data; C programming skills; C++ programming skills; MPEG-7 Experimentation Model; Microsoft Windows binary; computer engineering course; distributed laboratory; electrical engineering course; image description; image indexing; image retrieval; information engineering; multimedia management applications; multimedia systems; undergraduates; Electrical engineering computing; Feedback; ISO; Image retrieval; Indexing; Information retrieval; Laboratories; MPEG 7 Standard; Multimedia systems; Systems engineering and theory;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1327291