Adaptive Region-Segmentation Multi-Focus Image Fusion Based on Differential Evolution

An adaptive region-segmentation based multi-focus image fusion method is presented using a Laplacian pyramid transform which decomposes the pre-registered source images into approximate and detail ...

[1]  T. S. Udhaya Suriya,et al.  An Improved Fusion Technique for Medical Images Using Discrete Wavelet Transform , 2016 .

[2]  Shadrokh Samavi,et al.  Multi-focus image fusion using dictionary-based sparse representation , 2015, Inf. Fusion.

[3]  Veysel Aslantas,et al.  Fusion of multi-focus images using differential evolution algorithm , 2010, Expert Syst. Appl..

[4]  Bin Xiao,et al.  Union Laplacian pyramid with multiple features for medical image fusion , 2016, Neurocomputing.

[5]  Alexander Toet,et al.  Image fusion by a ration of low-pass pyramid , 1989, Pattern Recognit. Lett..

[6]  Max Mignotte,et al.  EFA-BMFM: A multi-criteria framework for the fusion of colour image segmentation , 2017, Inf. Fusion.

[7]  Yu Liu,et al.  A general framework for image fusion based on multi-scale transform and sparse representation , 2015, Inf. Fusion.

[8]  Shutao Li,et al.  Pixel-level image fusion: A survey of the state of the art , 2017, Inf. Fusion.

[9]  Vladimir S. Petrovic,et al.  Gradient-based multiresolution image fusion , 2004, IEEE Transactions on Image Processing.

[10]  Huajun Feng,et al.  Multi-window visual saliency extraction for fusion of visible and infrared images , 2016 .

[12]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..

[13]  Alexander Toet,et al.  Merging thermal and visual images by a contrast pyramid , 1989 .

[14]  Wencheng Wang,et al.  A Multi-focus Image Fusion Method Based on Laplacian Pyramid , 2011, J. Comput..

[15]  Qiaoqiao Li,et al.  Multifocus image fusion using phase congruency , 2015, J. Electronic Imaging.

[16]  Gemma Piella,et al.  A general framework for multiresolution image fusion: from pixels to regions , 2003, Inf. Fusion.

[17]  Janez Brest,et al.  Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems , 2006, IEEE Transactions on Evolutionary Computation.

[18]  Jingtao Hu,et al.  Self-adaptive Multiple Evolution Algorithms for Image Segmentation Using Multilevel Thresholding , 2015, BIC-TA.

[19]  Zhongliang Jing,et al.  Evaluation of focus measures in multi-focus image fusion , 2007, Pattern Recognit. Lett..

[20]  Rick S. Blum,et al.  A categorization of multiscale-decomposition-based image fusion schemes with a performance study for a digital camera application , 1999, Proc. IEEE.

[21]  Yu Zhang,et al.  Boundary finding based multi-focus image fusion through multi-scale morphological focus-measure , 2017, Inf. Fusion.

[22]  Edward H. Adelson,et al.  The Laplacian Pyramid as a Compact Image Code , 1983, IEEE Trans. Commun..

[23]  She-sheng Gao,et al.  Multi-focus image fusion with the all convolutional neural network , 2018, Optoelectronics Letters.

[24]  Yi Liu,et al.  Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review , 2018, Inf. Fusion.