학술논문

Image fusion scheme using two dimensional discrete fractional Fourier transform
Document Type
Conference
Source
2017 Conference on Information and Communication Technology (CICT) Information and Communication Technology (CICT), 2017 Conference on. :1-6 Nov, 2017
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Robotics and Control Systems
Signal Processing and Analysis
Image fusion
Two dimensional displays
Manganese
Fourier transforms
Image edge detection
Information and communication technology
2D-DFRFT
Multi-focus images
Multi-sensor images
Language
Abstract
In this paper, a novel fusion scheme based on 2D-discrete fractional Fourier transform (2D-DFRFT) is proposed. In the proposed scheme, input source images are transformed using 2D-DFRFT and then subtracted from the respective source images to obtained the detail images. The detail images are further used to generate the fused image using appropriate fusion rule. The additional degree of freedom in terms of its angle parameters associated with the 2D-DFRFT is exploited for obtaining better results in the proposed fusion scheme. Performance evaluation of fused images is done by computing fusion quality metrics and the fusion results are compared with other existing fusion schemes. It is seen that the performance of the proposed scheme is better in terms of the fusion quality metrics as compared to the existing fusion schemes.