Optimum spectrum mask based medical image fusion using Gray Wolf Optimization

Biomedical Signal Processing and Control - Tập 34 - Trang 36-43 - 2017
Ebenezer Daniel1, J. Anitha1, Koramadai Karuppusamy Kamaleshwaran2, Indu Rani3
1Department of Electronics and Communication Engineering, Karunya University, Coimbatore 641114, India
2Department of Nuclear Medicine and PET CT, Kovai Medical Center and Hospital, Coimbatore 641014, India
3Department of Radio -Diagnosis, Mount Zion Medical College Hospital, Kerala 691556, India

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Singh, 2015, Nonsubsampled shearlet based CT and MR medical image fusion using biologically inspired spiking neural network, Biomed. Signal Process. Control, 18, 91, 10.1016/j.bspc.2014.11.009

Du, 2016, An overview of multi-modal medical image fusion, Neurocomputing, 15, 3, 10.1016/j.neucom.2015.07.160

Wajid, 2015, Local energy-based shape histogram feature extraction technique for breast cancer diagnosis, Expert Syst. Appl., 42, 6990, 10.1016/j.eswa.2015.04.057

Anand, 2015, Mammogram image enhancement by two-stage adaptive histogram equalization, Optik, 126, 3150, 10.1016/j.ijleo.2015.07.069

Meher, 2014, An improved recursive and adaptive median filter for high density impulse noise, Int. J. Electron. Commun. (AEÜ), 68, 1173, 10.1016/j.aeue.2014.06.006

Hao, 2016, Image detail enhancement with spatially guided filters, Signal Process., 120, 789, 10.1016/j.sigpro.2015.02.017

Daniel, 2016, Optimum wavelet based masking for the contrast enhancement of medical images using enhanced cuckoo search algorithm, Comput. Biol. Med., 71, 149, 10.1016/j.compbiomed.2016.02.011

Daniel, 2015, Optimum green plane masking for the contrast enhancement of retinal images using enhanced genetic algorithm, Optik, 126, 1726, 10.1016/j.ijleo.2015.05.027

Francisco, 2010, Registration of pedobarographic image data in the frequency domain, Comput. Methods Biomech. Biomed. Eng., 13, 731, 10.1080/10255840903573020

Singh, 2014, Fusion of multimodal medical images using Daubechies complex wavelet transform—a multi resolution approach, Inf. Fusion, 19, 49, 10.1016/j.inffus.2012.09.005

Wang, 2014, EGGDD: an explicit dependency model for multi-modal medical image fusion in shift-invariant shearlet transform domain, Inf. Fusion, 19, 29, 10.1016/j.inffus.2013.04.005

Wang, 2014, Multi-modal medical image fusion using the inter-scale and intra-scale dependencies between image shift-invariant shearlet coefficients, Inf. Fusion, 19, 20, 10.1016/j.inffus.2012.03.002

Tavares, 2017, Analysis of biomedical images based on automated methods of image registration, vol. 8887, 21

Kumar, 2016, Adaptive management of multimodal biometrics fusion using ant colony optimization, Inf. Fusion, 32, 49, 10.1016/j.inffus.2015.09.002

Oliveira, 2014, Medical image registration: a review, Comput. Methods Biomech. Biomed. Eng., 17, 73, 10.1080/10255842.2012.670855

Zhuang, 2016, Infrared and visual image registration based on mutual information with a combined particle swarm optimization—Powell search algorithm, Optik, 127, 188, 10.1016/j.ijleo.2015.09.199

Vijayarajan, 2015, Discrete wavelet transform based principal component averaging fusion for medical images, Int. J. Electron. Commun. (AEÜ), 69, 896, 10.1016/j.aeue.2015.02.007

Alves, 2015, Computer image registration techniques applied to nuclear medicine images, Comput. Exp. Biomed. Sci. Methods Appl., 21, 173

Wang, 2015, Robust point matching method for multimodal retinal image registration, Biomed. Signal Process. Control, 19, 68, 10.1016/j.bspc.2015.03.004

Cao, 2015, Multi-focus image fusion based on spatial frequency in discrete cosine transform domain, IEEE Signal Process. Lett., 22, 220, 10.1109/LSP.2014.2354534

Xu, 2016, Medical image fusion using discrete fractional wavelet transform, Biomed. Signal Process. Control, 27, 103, 10.1016/j.bspc.2016.02.008

Liu, 2015, A general framework for image fusion based on multi-scale transform and sparse representation, Inf. Fusion, 24, 147, 10.1016/j.inffus.2014.09.004

Shi, 2015, Fusion for visible and infrared images using visual weight analysis and bilateral filter-based multi scale decomposition, Infrared Phys. Technol., 71, 363, 10.1016/j.infrared.2015.05.015

Zhou, 2014, Multi-scale weighted gradient-based fusion for multi-focus images, Inf. Fusion, 20, 60, 10.1016/j.inffus.2013.11.005

Liu, 2016, Multimodality medical image fusion algorithm based on gradient minimization smoothing filter and pulse coupled neural network, Biomed. Signal Process. Control, 30, 140, 10.1016/j.bspc.2016.06.013

Li, 2015, Multi-source image fusion algorithm based on cellular neural networks with genetic algorithm, Optik, 126, 5230, 10.1016/j.ijleo.2015.09.187

Kavitha, 2014, Medical image fusion based on hybrid intelligence, Appl. Soft Comput., 20, 83, 10.1016/j.asoc.2013.10.034

Zhu, 2016, A novel dictionary learning approach for multi-modality medical image fusion, Neurocomputing, 214, 471, 10.1016/j.neucom.2016.06.036

Manchanda, 2016, A novel method of multimodal medical image fusion using fuzzy transform, J. Vis. Commun. Image Represent., 40, 197, 10.1016/j.jvcir.2016.06.021

Du, 2016, Union Laplacian pyramid with multiple features for medical image fusion, Neurocomputing, 194, 326, 10.1016/j.neucom.2016.02.047

Yin, 2016, A novel sparse-representation-based multi-focus image fusion approach, Neurocomputing, 216, 216, 10.1016/j.neucom.2016.07.039

Bhatnagar, 2015, A new contrast based multimodal medical image fusion framework, Neurocomputing, 157, 143, 10.1016/j.neucom.2015.01.025

Mirjalili, 2014, Grey Wolf Optimizer, Adv. Eng. Softw., 69, 46, 10.1016/j.advengsoft.2013.12.007

Sulaiman, 2015, Using the gray wolf optimizer for solving optimal reactive power dispatch problem, Appl. Soft Comput., 32, 286, 10.1016/j.asoc.2015.03.041

Jayakumar, 2016, Grey wolf optimization for combined heat and power dispatch with cogeneration systems, Electr. Power Energy Syst., 74, 252, 10.1016/j.ijepes.2015.07.031

Emary, 2016, Binary grey wolf optimization approaches for feature selection, Neurocomputing, 172, 371, 10.1016/j.neucom.2015.06.083

Saha, 2013, Mutual spectral residual approach for multifocus image fusion, Digit. Signal Process., 23, 1121, 10.1016/j.dsp.2013.03.001

Ouyang, 2015, Color image watermarking based on quaternion Fourier transform and improved uniform log-polar mapping, Comput. Electr. Eng., 46, 419, 10.1016/j.compeleceng.2015.03.004

Du, 2016, Medical image fusion by combining parallel features on multi-scale local extrema scheme, Knowl. Based Syst., 113, 4, 10.1016/j.knosys.2016.09.008

He, 2010, Multimodal medical image fusion based on IHS and PCA, Procedia Eng., 7, 280, 10.1016/j.proeng.2010.11.045

Xu, 2016, Multimodal medical image fusion using PCNN optimized by the QPSO algorithm, Appl. Soft Comput., 46, 588, 10.1016/j.asoc.2016.03.028