Harmony Search-Based Fuzzy Clustering Algorithms For Image Segmentation
Fuzzy clustering algorithms, which fall under unsupervised machine learning, are among the most successful methods for image segmentation. However, two main issues plague these clustering algorithms: initialization sensitivity of cluster centers and unknown number of actual clusters in the given...
| Main Author: | Alia, Osama Moh’d Radi |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2011
|
| Subjects: | |
| Online Access: | http://eprints.usm.my/40908/ http://eprints.usm.my/40908/1/Osama_24MS_HJ.pdf |
Similar Items
Harmony search-based fuzzy clustering algorithms for image segmentation.
by: Alia, Osama Moh’d Radi
Published: (2011)
by: Alia, Osama Moh’d Radi
Published: (2011)
Harmony Search-Based Cluster Initialization For Fuzzy C-Means Segmentation Of MR Images.
by: Moh’d Alia, Osama, et al.
Published: (2009)
by: Moh’d Alia, Osama, et al.
Published: (2009)
Modified Harmony Search
by: Najihah, Mohamed, et al.
Published: (2017)
by: Najihah, Mohamed, et al.
Published: (2017)
Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
by: Alaa A., Al-Omoush, et al.
Published: (2016)
by: Alaa A., Al-Omoush, et al.
Published: (2016)
One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
by: Al-Sewari, Abdul Rahman Ahmed Mohammed, et al.
Published: (2018)
by: Al-Sewari, Abdul Rahman Ahmed Mohammed, et al.
Published: (2018)
Software product line test list generation based on harmony search algorithm with constraints support
by: Alsewari, Abdulrahman A., et al.
Published: (2019)
by: Alsewari, Abdulrahman A., et al.
Published: (2019)
Adapting And Hybridising Harmony Search With Metaheuristic Components For University Course Timetabling
by: Al-Betar, Mohammed Azmi
Published: (2010)
by: Al-Betar, Mohammed Azmi
Published: (2010)
Cluster Coding With Modified Flood Fill Algorithm For Texture Segmentation[QA1].
by: Khoo, Hee Kooi
Published: (2009)
by: Khoo, Hee Kooi
Published: (2009)
Data fitting by G1 rational cubic Be´zier curves using
harmony search
by: Mohamed, Najihah, et al.
Published: (2015)
by: Mohamed, Najihah, et al.
Published: (2015)
An evolutionary harmony search algorithm with
dominant point detection for recognition-based
segmentation of online Arabic text recognition
by: Moayad, Yousif Potrus, et al.
Published: (2014)
by: Moayad, Yousif Potrus, et al.
Published: (2014)
An Introduction to the Harmony Search Algorithm
by: Ingram, Gordon, et al.
Published: (2010)
by: Ingram, Gordon, et al.
Published: (2010)
An Adaptive Fuzzy Symbiotic Organisms Search Algorithm and Its Applications
by: Nurul Asyikin, Zainal, et al.
Published: (2020)
by: Nurul Asyikin, Zainal, et al.
Published: (2020)
Hybrid harmony search algorithm for continuous optimization problems
by: Ala’a Atallah, Hamad Alomoush
Published: (2020)
by: Ala’a Atallah, Hamad Alomoush
Published: (2020)
A hybridization of butterfly optimization algorithm and harmony search for fuzzy modelling in phishing attack detection
by: Noor Syahirah, Nordin, et al.
Published: (2023)
by: Noor Syahirah, Nordin, et al.
Published: (2023)
Experimental implementation controlled SPWM inverter based harmony search algorithm
by: Najeeb, Mushtaq, et al.
Published: (2017)
by: Najeeb, Mushtaq, et al.
Published: (2017)
A harmony search algorithm for university course timetabli
by: Al-Betar, Mohammed Azmi, et al.
Published: (2012)
by: Al-Betar, Mohammed Azmi, et al.
Published: (2012)
Comprehensive review of the development of the harmony search algorithm and its applications
by: Al-Omoush, A.A., et al.
Published: (2019)
by: Al-Omoush, A.A., et al.
Published: (2019)
Enhanced Clustering Algorithms For Gray-Scale Image Segmentation
by: Siddiqui, Fasahat Ullah
Published: (2012)
by: Siddiqui, Fasahat Ullah
Published: (2012)
A Modified Symbiotic Organism Search Algorithm with Lévy Flight for Software Module Clustering Problem
by: Nurul Asyikin, Zainal, et al.
Published: (2020)
by: Nurul Asyikin, Zainal, et al.
Published: (2020)
Features extraction based on fuzzy clustering and segmentation onto the motion region for medium field surveillance application
by: Maliki, Mohamad Nansah, et al.
Published: (2004)
by: Maliki, Mohamad Nansah, et al.
Published: (2004)
Scorpion image segmentation system
by: E, joseph, et al.
Published: (2013)
by: E, joseph, et al.
Published: (2013)
Hybrid Harmony Search Algorithm with Grey Wolf Optimizer and Modified Opposition-based Learning
by: Alomoush, Alaa A., et al.
Published: (2019)
by: Alomoush, Alaa A., et al.
Published: (2019)
Pressure vessel design simulation using hybrid harmony search algorithm
by: Alaa A., Alomoush, et al.
Published: (2019)
by: Alaa A., Alomoush, et al.
Published: (2019)
Enhancing three variants of harmony search algorithm for continuous optimization problems
by: Alomoush, Alaa A., et al.
Published: (2021)
by: Alomoush, Alaa A., et al.
Published: (2021)
Overview of applications and developments in the harmony search algorithm
by: Ingram, Gordon, et al.
Published: (2009)
by: Ingram, Gordon, et al.
Published: (2009)
An Efficient Control Implementation for Inverter Based Harmony Search Algorithm
by: Najeeb, Mushtaq, et al.
Published: (2017)
by: Najeeb, Mushtaq, et al.
Published: (2017)
Pairwise test suite generator tool based on harmony search algorithm (HS-PTSGT)
by: Lai, Yi Xiang
Published: (2014)
by: Lai, Yi Xiang
Published: (2014)
Harmony search algorithms for ab initio protein tertiary structure prediction.
by: Rub, Mohammed Said Saleh Abual
Published: (2011)
by: Rub, Mohammed Said Saleh Abual
Published: (2011)
Segmentation Of Stretched Pap Smear Cytology Images Using Clustering Algorithm.
by: Ghafar, R, et al.
Published: (2003)
by: Ghafar, R, et al.
Published: (2003)
Reassembly and clustering bifragmented intertwined jpeg images using genetic algorithm and extreme learning machine
by: Raad Ali, Rabei
Published: (2019)
by: Raad Ali, Rabei
Published: (2019)
A harmony search algorithm for nurse rostering problems
by: Hadwan, Mohammed, et al.
Published: (2013)
by: Hadwan, Mohammed, et al.
Published: (2013)
A harmony search-based learning algorithm for epileptic seizure prediction
by: Kee, Huong Lai, et al.
Published: (2016)
by: Kee, Huong Lai, et al.
Published: (2016)
Segmentation of CT head images
by: Tong, Lee Hau, et al.
Published: (2008)
by: Tong, Lee Hau, et al.
Published: (2008)
Harmony Search-Based Hyper-Heuristic For Scheduling Problems
by: Anwar, Khairul
Published: (2018)
by: Anwar, Khairul
Published: (2018)
Cellular Harmony Search for Optimization Problems
by: Al-Betar, Mohammed Azmi, et al.
Published: (2013)
by: Al-Betar, Mohammed Azmi, et al.
Published: (2013)
The implementation of z-numbers in fuzzy clustering algorithm for wellness of chronic kidney disease patients
by: N. J., Mohd Jamal, et al.
Published: (2019)
by: N. J., Mohd Jamal, et al.
Published: (2019)
Automatic clustering of gene ontology by genetic algorithm
by: Othman, Razib M., et al.
Published: (2006)
by: Othman, Razib M., et al.
Published: (2006)
Modified Opposition Based Learning to Improve Harmony Search Variants Exploration
by: Al-Omoush, Alaa A., et al.
Published: (2020)
by: Al-Omoush, Alaa A., et al.
Published: (2020)
The integration of color cluster and distribution for image retrieval
by: Wang, Yin Chung
Published: (2000)
by: Wang, Yin Chung
Published: (2000)
Use of harmony search algorithm to improve PID controller performance
by: Zhang, Tonghua, et al.
Published: (2009)
by: Zhang, Tonghua, et al.
Published: (2009)
Similar Items
-
Harmony search-based fuzzy clustering algorithms for image segmentation.
by: Alia, Osama Moh’d Radi
Published: (2011) -
Harmony Search-Based Cluster Initialization For Fuzzy C-Means Segmentation Of MR Images.
by: Moh’d Alia, Osama, et al.
Published: (2009) -
Modified Harmony Search
by: Najihah, Mohamed, et al.
Published: (2017) -
Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
by: Alaa A., Al-Omoush, et al.
Published: (2016) -
One Parameter at a time Combinatorial Testing Strategy Based on Harmony Search Algorithm OPAT-HS
by: Al-Sewari, Abdul Rahman Ahmed Mohammed, et al.
Published: (2018)