DocumentCode
2868346
Title
Design and implementation of image fusion system
Author
Wang, Zhihui ; Tie, Yang ; Liu, Yueping
Author_Institution
Dept. of Electron. Eng., Inner Mongolia Univ., Hohhot, China
Volume
10
fYear
2010
fDate
22-24 Oct. 2010
Abstract
Image fusion is one of important image processing technologies. Multi-wavelets, Pulse Couple Neural Network (PCNN), and fractal dimension are very useful theoretical tools for image processing. We introduce the basic principles of image fusion at the level of pixel, feature, and decision. We describe the design rules and steps of Graphical User Interface (GUI). Image fusion system based on GUI is then designed and implemented. We give the framework of the overall design of the system and explain its usage method. The system has many functions: image denoising, image enhancement, image registration, image segmentation, image fusion, and fusion evaluation. Especially can the system implement image fusion based on wavelet, or multi-wavelets, or PCNN, or Match Measure of Pulse Number (MMPN). In order to show that the system is intuitive and easy to use, we apply it to visible image and IR image.
Keywords
computer graphic equipment; coprocessors; image fusion; neural nets; GUI; MMPN; PCNN; fractal dimension; graphical user interface; image denoising; image enhancement; image fusion system; image processing technologies; image registration; image segmentation; match measure of pulse number; multiwavelets; pulse couple neural network; Accuracy; Pixel; GUI; PCNN; fusion evaluation; image fusion system; multiwavelets;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5622856
Filename
5622856
Link To Document