Multilevel segmentation of Hippocampus images using global steered quantum inspired firefly algorithm

[1]  A. Alavi,et al.  Effect of schizophrenia on frontotemporal activity during word encoding and recognition: a PET cerebral blood flow study. , 2001, The American journal of psychiatry.

[2]  N. Alpert,et al.  Impaired recruitment of the hippocampus during conscious recollection in schizophrenia , 1998, Nature Neuroscience.

[3]  Xin-She Yang,et al.  Firefly Algorithms for Multimodal Optimization , 2009, SAGA.

[4]  C. Bell DSM-IV: Diagnostic and Statistical Manual of Mental Disorders , 1994 .

[5]  Xin-She Yang,et al.  Computational Optimization: An Overview , 2011, Computational Optimization, Methods and Algorithms.

[6]  Stephen M. Smith,et al.  A Bayesian model of shape and appearance for subcortical brain segmentation , 2011, NeuroImage.

[7]  Nilanjan Dey Advancements in Applied Metaheuristic Computing , 2017 .

[8]  Balkrishan Jindal,et al.  Skin lesion segmentation using k-mean and optimized fire fly algorithm , 2020, Multimedia Tools and Applications.

[9]  Ivona Brajevic,et al.  Cuckoo Search and Firefly Algorithm Applied to Multilevel Image Thresholding , 2014 .

[10]  Anshu Singla,et al.  Firefly optimization-based segmentation technique to analyse medical images of breast cancer , 2020, Int. J. Comput. Math..

[11]  Firat Hardalaç,et al.  A new approach to optic disc detection in human retinal images using the firefly algorithm , 2015, Medical & Biological Engineering & Computing.

[12]  Erik Valdemar Cuevas Jiménez,et al.  A Comparison of Nature Inspired Algorithms for Multi-threshold Image Segmentation , 2013, Expert Syst. Appl..

[13]  Li Huang,et al.  A novel wise step strategy for firefly algorithm , 2014, Int. J. Comput. Math..

[14]  P. R. Kumar,et al.  Shannon and Fuzzy entropy based evolutionary image thresholding for image segmentation , 2017, Alexandria Engineering Journal.

[15]  Haidar Samet,et al.  A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting , 2014, Expert Syst. Appl..

[16]  Shishir Shah,et al.  Comparative analysis of cell segmentation using absorption and color images in fine needle aspiration cytology , 2008, 2008 IEEE International Conference on Systems, Man and Cybernetics.

[17]  Abhay Sharma,et al.  Multi-level image thresholding based on Kapur and Tsallis entropy using firefly algorithm , 2020 .

[18]  C. Chellamuthu,et al.  Brain tumour segmentation from MRI image using genetic algorithm with fuzzy initialisation and seeded modified region growing (GFSMRG) method , 2016 .

[19]  M. Studený,et al.  The Multiinformation Function as a Tool for Measuring Stochastic Dependence , 1998, Learning in Graphical Models.

[20]  Eiiti Kasuya,et al.  Wilcoxon signed-ranks test: symmetry should be confirmed before the test , 2010, Animal Behaviour.

[21]  E. Halgren,et al.  Subcortical and cerebellar atrophy in mesial temporal lobe epilepsy revealed by automatic segmentation , 2008, Epilepsy Research.

[22]  Amir-Masoud Eftekhari-Moghadam,et al.  An image segmentation approach based on maximum variance Intra-cluster method and Firefly algorithm , 2011, 2011 Seventh International Conference on Natural Computation.

[23]  Xin-She Yang,et al.  Multiobjective firefly algorithm for continuous optimization , 2012, Engineering with Computers.

[24]  Kevin M. Passino,et al.  Biomimicry of bacterial foraging for distributed optimization and control , 2002 .

[25]  Zhou Wang,et al.  A Comprehensive Performance Evaluation of Image Quality Assessment Algorithms , 2019, IEEE Access.

[26]  Mohamed Abd Elaziz,et al.  Multilevel Thresholding for Image Segmentation Based on Metaheuristic Algorithms , 2019, Metaheuristic Algorithms for Image Segmentation: Theory and Applications.

[27]  Robert W. Heath,et al.  A Linear Estimator Optimized for the Structural Similarity Index and its Application to Image Denoising , 2006, 2006 International Conference on Image Processing.

[28]  Alexander Hammers,et al.  Fully Automatic Segmentation of the Hippocampus and the Amygdala from MRI Using Hybrid Prior Knowledge , 2007, MICCAI.

[29]  Yifan Zhou,et al.  Multilevel Image Segmentation Based on an Improved Firefly Algorithm , 2016 .

[30]  Nilanjan Dey,et al.  Modified cuckoo search algorithm in microscopic image segmentation of hippocampus , 2017, Microscopy research and technique.

[31]  Andrzej Obuchowicz,et al.  Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images , 2008, Int. J. Appl. Math. Comput. Sci..

[32]  Jayaram K. Udupa,et al.  An ultra-fast user-steered image segmentation paradigm: live wire on the fly , 2000, IEEE Transactions on Medical Imaging.

[33]  Edward R. Vrscay,et al.  SSIM-inspired image denoising using sparse representations , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[34]  W. R. Garner Uncertainty and structure as psychological concepts , 1975 .

[35]  Chia-Hung Wang,et al.  Optimal multi-level thresholding using a two-stage Otsu optimization approach , 2009, Pattern Recognit. Lett..

[36]  Vinod Kumar Yadav,et al.  Formulation and application of quantum-inspired tidal firefly technique for multiple-objective mixed cost-effective emission dispatch , 2019, Neural Computing and Applications.

[37]  Donatella Giuliani,et al.  A Grayscale Segmentation Approach Using the Firefly Algorithm and the Gaussian Mixture Model , 2018, Int. J. Swarm Intell. Res..

[38]  Srujan Chinta Kernelised Rough Sets Based Clustering Algorithms Fused With Firefly Algorithm for Image Segmentation , 2019, Int. J. Fuzzy Syst. Appl..

[39]  Sandeep Kumar,et al.  Application of Opposition Based Improved Firefly Algorithm in Multi-Level Image Thresholding of Color Images using Between Class Variance , 2019 .

[40]  D R Fish,et al.  Hippocampal volumetric and morphometric studies in frontal and temporal lobe epilepsy. , 1992, Brain : a journal of neurology.

[41]  Yu Xue,et al.  Partitioned-cooperative quantum-behaved particle swarm optimization based on multilevel thresholding applied to medical image segmentation , 2017, Appl. Soft Comput..

[42]  F. Wilcoxon Individual Comparisons by Ranking Methods , 1945 .

[43]  M. N. Shanmukha Swamy,et al.  A computer-aided diagnosis system using Tchebichef features and improved grey wolf optimized extreme learning machine , 2018, Applied Intelligence.

[44]  Krishna Gopal Dhal,et al.  Randomly Attracted Rough Firefly Algorithm for histogram based fuzzy image clustering , 2021, Knowl. Based Syst..

[45]  Hamed Mojallali,et al.  Modified Firefly Optimization for IIR System Identification , 2012 .

[46]  N. Sri Madhava Raja,et al.  Firefly Algorithm Assisted Segmentation of Tumor from Brain MRI using Tsallis Function and Markov Random Field , 2017 .

[47]  Alaa Tharwat,et al.  Classification assessment methods , 2020, Applied Computing and Informatics.

[48]  Zhou Wang,et al.  On the Mathematical Properties of the Structural Similarity Index , 2012, IEEE Transactions on Image Processing.

[49]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[50]  Robert W. Heath,et al.  Design of Linear Equalizers Optimized for the Structural Similarity Index , 2008, IEEE Transactions on Image Processing.

[51]  Jie Zhang,et al.  The Gauge Integral Theory in HOL4 , 2013, J. Appl. Math..

[52]  Alan C. Bovik,et al.  Mean squared error: Love it or leave it? A new look at Signal Fidelity Measures , 2009, IEEE Signal Processing Magazine.

[53]  A. Lenin Fred,et al.  Firefly Optimization Based Improved Fuzzy Clustering for CT/MR Image Segmentation , 2019 .

[54]  Pragya Shukla,et al.  Image Segmentation of Breast Cancer Histopathology Images Using PSO-Based Clustering Technique , 2020 .

[55]  N. Otsu A threshold selection method from gray level histograms , 1979 .

[56]  Johan H C Reiber,et al.  Automated Segmentation of in Vivo and Ex Vivo Mouse Brain Magnetic Resonance Images , 2009, Molecular imaging.

[57]  Andrzej Obuchowicz,et al.  Automatic Nuclei Detection on Cytological Images Using the Firefly Optimization Algorithm , 2012, ITIB.

[58]  Hans Burkhardt,et al.  Multichannel image restoration based on optimization of the structural similarity index , 2009, 2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers.

[59]  Hamid Soltanian-Zadeh,et al.  Support Vector Machine with nonlinear-kernel optimization for lateralization of epileptogenic hippocampus in MR images , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[60]  Amar Ramdane-Cherif,et al.  A quantum-inspired binary firefly algorithm for QoS multicast routing , 2017, Int. J. Metaheuristics.

[61]  C R Jack,et al.  Temporal lobe seizures: lateralization with MR volume measurements of the hippocampal formation. , 1990, Radiology.

[62]  Aboul Ella Hassanien,et al.  Moth-flame swarm optimization with neutrosophic sets for automatic mitosis detection in breast cancer histology images , 2017, Applied Intelligence.

[63]  Sergey Rodzin,et al.  Theoretical and Experimental Evaluation of Hybrid ACO-k-means Image Segmentation Algorithm for MRI Images Using Drift-analysis , 2019, Procedia Computer Science.

[64]  S. Heckers,et al.  Neuroimaging studies of the hippocampus in schizophrenia , 2001, Hippocampus.

[65]  Xin-She Yang,et al.  Firefly algorithm with chaos , 2013, Commun. Nonlinear Sci. Numer. Simul..

[66]  Jaime S. Cardoso,et al.  Pectoral muscle detection in mammograms based on polar coordinates and the shortest path , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[67]  Robert W. Heath,et al.  SSIM-optimal linear image restoration , 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

[68]  Michael Satosi Watanabe,et al.  Information Theoretical Analysis of Multivariate Correlation , 1960, IBM J. Res. Dev..

[69]  J. Olamaei,et al.  A new adaptive modified Firefly Algorithm to solve optimal capacitor placement problem , 2013, 18th Electric Power Distribution Conference.

[70]  Eyup Gedikli,et al.  Microscopic image segmentation based on firefly algorithm for detection of tuberculosis bacteria , 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

[71]  Ujjwal Maulik,et al.  New quantum inspired meta-heuristic methods for multi-level thresholding , 2013, 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI).

[72]  Ming-Huwi Horng,et al.  Multilevel Image Thresholding Selection Based on the Firefly Algorithm , 2010, 2010 7th International Conference on Ubiquitous Intelligence & Computing and 7th International Conference on Autonomic & Trusted Computing.

[73]  Ashish Kumar Bhandari,et al.  A new technique for multilevel color image thresholding based on modified fuzzy entropy and Lévy flight firefly algorithm , 2017, Comput. Electr. Eng..

[74]  K. G. Srinivasagan,et al.  Multilevel thresholding for segmentation of medical brain images using real coded genetic algorithm , 2014 .

[75]  P. Gloor,et al.  Atrophy of mesial structures in patients with temporal lobe epilepsy: Cause or consequence of repeated seizures? , 1993, Annals of neurology.

[76]  Farid Nouioua,et al.  Quantum-inspired firefly algorithm with particle swarm optimization for discrete optimization problems , 2016, Soft Comput..

[77]  Jong-Hwan Kim,et al.  Quantum-inspired evolutionary algorithm for a class of combinatorial optimization , 2002, IEEE Trans. Evol. Comput..

[78]  Wang Pei,et al.  A Novel Hybrid Firefly Algorithm for Global Optimization , 2019, 2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS).

[79]  M. Albert,et al.  Two macroscopic and microscopic brain imaging studies of human hippocampus in early Alzheimer's disease and schizophrenia research , 2004, Statistics in medicine.

[80]  Xin-She Yang,et al.  Firefly Algorithm, Lévy Flights and Global Optimization , 2010, SGAI Conf..

[81]  F Andermann,et al.  Anatomic basis of amygdaloid and hippocampal volume measurement by magnetic resonance imaging , 1992, Neurology.

[82]  Jun Wu,et al.  An improved multilevel thresholding approach based modified bacterial foraging optimization , 2016, Applied Intelligence.

[83]  Partha Ghosh,et al.  Chaotic firefly algorithm-based fuzzy C-means algorithm for segmentation of brain tissues in magnetic resonance images , 2018, J. Vis. Commun. Image Represent..

[84]  A Connelly,et al.  Optimizing the diagnosis of hippocampal sclerosis using MR imaging. , 1993, AJNR. American journal of neuroradiology.

[85]  M. Eckert,et al.  Automated MRI analysis for identification of hippocampal atrophy in temporal lobe epilepsy , 2009, Epilepsia.

[86]  Graeme D. Jackson,et al.  Composite voxel-based analysis of volume and T2 relaxometry in temporal lobe epilepsy , 2008, NeuroImage.

[87]  Yingchun Ren,et al.  Sparsity Preserving Discriminant Projections with Applications to Face Recognition , 2016 .