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Erschienen in:
2015 | OriginalPaper | Buchkapitel
Fusion Technique for Infrared and Visible Images Based on Improved Quantum Theory Model
verfasst von : Weiwei Kong, Yang Lei, Minmin Ren
Erschienen in: Computer Vision
Verlag: Springer Berlin Heidelberg
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Quantum theory model (QTM) owns a superior characteristic to turn a complex problem into the form of the linear combination of several much simpler components. Therefore, a novel fusion technique based on improved quantum theory model (IQTM) is proposed in this paper, aiming at dealing with the fusion problem of infrared and visible images. Firstly, the traditional QTM is modified to be a better version called IQTM. Compared with the traditional QTM, IQTM has three qubit states responsible for reflecting much more information of the represented pixel in the image. Then, the pixels of the source images are transformed into the qubit state representation, and the corresponding quantum results can be obtained according to the basic principle of quantum theory. Finally, the quantum results are transformed into the final fused image. Experimental results show that the proposed technique has remarked superiorities over other current typical ones in terms of both fusion performance and computational efficiency.