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A Novel Method for Multilevel Color Image Segmentation Based on Dragonfly Algorithm and Differential Evolution

Lang Xu, Heming Jia, Chunbo Lang, Xiaoxu Peng, Kangjian Sun
2019 IEEE Access  
Therefore, this paper presents a memetic algorithm of dragonfly algorithm (DA) and differential evolution (DE) for color image segmentation, which is known as improved DA (IDA).  ...  Multilevel thresholding is a simple and powerful image segmentation method that has received widespread attention in recent years.  ...  In addition, the RGB image has three basic color components of red, green, and blue, so these thresholding techniques are executed three times to determine the optimal threshold values of each color component  ... 
doi:10.1109/access.2019.2896673 fatcat:mcyckjkssbhorjnj2blgkc3s6q

Fuzzy Multilevel Image Thresholding Based on Improved Coyote Optimization Algorithm

Linguo Li, Lijuan Sun, Yu Xue, Shujing Li, Xuwen Huang, Romany Fouad Mansour
2021 IEEE Access  
This article takes Otsu and fuzzy entropy as the objective functions, using Coyote Optimization Algorithm (COA) for multilevel thresholds optimization selection, through fuzzy median aggregation of local  ...  INDEX TERMS Coyote optimization algorithm, information entropy, image segmentation, multilevel thresholding.  ...  THE PARAMETER SETTING AND DISCUSSION OF COA IN MULTILEVEL IMAGE THRESHOLDING The COA builds an algorithm model based on the coyote population structure and environmental adaptability.  ... 
doi:10.1109/access.2021.3060749 fatcat:zbiumypczbanbf7symsz5wncfm

Machine Learning and Deep Learning Methods for Skin Lesion Classification and Diagnosis: A Systematic Review

Mohamed A. Kassem, Khalid M. Hosny, Robertas Damaševičius, Mohamed Meselhy Eltoukhy
2021 Diagnostics  
This paper aims to review, synthesize and evaluate the quality of evidence for the diagnostic accuracy of computer-aided systems.  ...  The work identified the main challenges of evaluating skin lesion segmentation and classification methods such as small datasets, ad hoc image selection and racial bias.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/diagnostics11081390 fatcat:r4gyqfwberfofhcbx2xsn7vpf4

A hybridization of SKH and RKFCM clustering optimization algorithm for efficient moving object exploration

T. Mahalingam
2021 Multimedia tools and applications  
AbstractObject detection is a really crucial application of image processing. It is of essential value for object active surveillance and various other applications.  ...  To conquer the over problems, the following suggested strategy for stud krill herd Clustering Optimization Algorithm.  ...  Just recently, a bio-inspired procedure for multilevel image thresholding based upon whale optimisation procedure and moth-flame optimisation has been recommended by Mohamed Abd El Aziz et al.  ... 
doi:10.1007/s11042-020-10237-5 fatcat:vymblemly5gvbflij3y5ktvl7q

Dragonfly Algorithm and Its Hybrids: A Survey on Performance, Objectives and Applications

Bibi Aamirah Shafaa Emambocus, Muhammed Basheer Jasser, Aida Mustapha, Angela Amphawan
2021 Sensors  
Swarm intelligence is a discipline which makes use of a number of agents for solving optimization problems by producing low cost, fast and robust solutions.  ...  The dragonfly algorithm (DA), a recently proposed swarm intelligence algorithm, is inspired by the dynamic and static swarming behaviors of dragonflies, and it has been found to have a higher performance  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s21227542 pmid:34833621 pmcid:PMC8625206 fatcat:y7llou6c7ffflfrgv5zy5zset4

Review of Metaheuristics Inspired from the Animal Kingdom

Elena Niculina Dragoi, Vlad Dafinescu
2021 Mathematics  
The search for powerful optimizers has led to the development of a multitude of metaheuristic algorithms inspired from all areas.  ...  The centralized data indicated that 61.6% of the animal-based algorithms are inspired from vertebrates and 38.4% from invertebrates.  ...  Acknowledgments: The authors want to thank Florin Leon for his valuable insights and suggestions regarding the use of animal inspired metaheuristics.  ... 
doi:10.3390/math9182335 fatcat:lu4w7xjignedjazicqibu6ks2q

A comprehensive survey of sine cosine algorithm: variants and applications

Asma Benmessaoud Gabis, Yassine Meraihi, Seyedali Mirjalili, Amar Ramdane-Cherif
2021 Artificial Intelligence Review  
Sine Cosine Algorithm (SCA) is a recent meta-heuristic algorithm inspired by the proprieties of trigonometric sine and cosine functions.  ...  Furthermore, the applications of SCA in several domains such as classification, image processing, robot path planning, scheduling, radial distribution networks, and other engineering problems are described  ...  Moreover, SCABC also used to solve the multilevel thresholding problem and results showed its efficacy in determining the optimal thresholds of gray images.  ... 
doi:10.1007/s10462-021-10026-y pmid:34092884 pmcid:PMC8171367 fatcat:moutlepxhvgvbk2arulqyaut6q

Induction and profiling of strong multi-componential emotions in virtual reality

Ben Meuleman, David Rudrauf
2018 IEEE Transactions on Affective Computing  
The results advocate upgraded methodologies for the induction and analysis of emotion processes.  ...  Psychological theories of emotion have often defined an emotion as simultaneous changes in several mental and bodily components.  ...  ACKNOWLEDGMENT The authors would like to thank the master students Esraa Chaddad, Alexandra Denis, Claudia Teran, Vladimira Ivanova, Hélène Maurer, and Fabien Pavy for help in assisting with the data collection  ... 
doi:10.1109/taffc.2018.2864730 fatcat:ognasokbp5afrfiio7w6djkkhm

Video Processing from Electro-optical Sensors for Object Detection and Tracking in Maritime Environment: A Survey [article]

D. K. Prasad, D. Rajan, L. Rachmawati, E. Rajabaly, C. Quek
2016 arXiv   pre-print
We present a survey on maritime object detection and tracking approaches, which are essential for the development of a navigational system for autonomous ships.  ...  This paper provides a comprehensive overview of various approaches of video processing for object detection and tracking in the maritime environment.  ...  This paper presents a taxonomic survey of the approaches for processing EO data acquired from maritime environment. The organization of this survey is given in Fig. 1 .  ... 
arXiv:1611.05842v1 fatcat:da74eep66rdl5is2rwqsi7yzjm

An enhanced chimp optimization algorithm for continuous optimization domains

Heming Jia, Kangjian Sun, Wanying Zhang, Xin Leng
2021 Complex & Intelligent Systems  
AbstractChimp optimization algorithm (ChOA) is a recently proposed metaheuristic. Interestingly, it simulates the social status relationship and hunting behavior of chimps.  ...  Due to the more flexible and complex application fields, researchers have higher requirements for native algorithms.  ...  City (2020-G-61), Educational research projects of young and middle-aged teachers in Fujian Province (JAT200618), Scientific research and development fund of Sanming University (B202009).  ... 
doi:10.1007/s40747-021-00346-5 fatcat:hpqykb2pczf5jkkoz7fedk4r7y

Grasshopper Optimization Algorithm with Crossover Operators for Feature Selection and Solving Engineering Problems

Ahmed A. Ewees, Marwa A. Gaheen, Zaher M. Yaseen, Rania M. Ghoniem
2022 IEEE Access  
The comprehensive and greedy algorithms are not suitable for the present growing number of features when detecting the optimal subset.  ...  Eventually, the obtained results are compared to a number of well-known algorithms over global optimization, feature selection datasets, and six real-engineering problems.  ...  For more information, see https://creativecommons.org/licenses/by/4.0/ This article has been accepted for publication in a future issue of this journal, but has not been fully edited.  ... 
doi:10.1109/access.2022.3153038 fatcat:ilzwk7bf3vbwlg4izlsdpdcmw4

Adsorption and diffusion on a stepped surface: Atomic hydrogen on Pt(211)

R. A. Olsen, Ş. C. Bădescu, S. C. Ying, E. J. Baerends
2004 Journal of Chemical Physics  
Tomographic imaging relies not only upon the imaging system for data acquisition but also upon the algorithms for image recovery from the data.  ...  Exact reconstruction algorithms for PA imaging have been described for spherical, cylindrical, and planar sensor arrays.  ... 
doi:10.1063/1.1755664 pmid:15268219 fatcat:qgbl7hbggvan7eyuyiow2d4yhy

A transparency model and its applications for simulation of reflector arrays and sound transmission

Claus Lynge Christensen, Jens Holger Rindel
2006 Journal of the Acoustical Society of America  
Tomographic imaging relies not only upon the imaging system for data acquisition but also upon the algorithms for image recovery from the data.  ...  Exact reconstruction algorithms for PA imaging have been described for spherical, cylindrical, and planar sensor arrays.  ...  The proposed method can yield nearly optimal directivity in the form of the separation matrix for each frequency bin, avoiding the permutation problem.  ... 
doi:10.1121/1.4786982 fatcat:uh2zucni3zaa5nnkivc5sh5tpq

Auralization of an orchestra using multichannel and multisource technique

Michelle C. Vigeant, Lily M. Wang, Jens Holger Rindel
2006 Journal of the Acoustical Society of America  
Tomographic imaging relies not only upon the imaging system for data acquisition but also upon the algorithms for image recovery from the data.  ...  Exact reconstruction algorithms for PA imaging have been described for spherical, cylindrical, and planar sensor arrays.  ...  The proposed method can yield nearly optimal directivity in the form of the separation matrix for each frequency bin, avoiding the permutation problem.  ... 
doi:10.1121/1.4787034 fatcat:brilcvuxpbgdvpdfzwovehoary

2021 Index IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Vol. 14

2021 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  Departments and other items may also be covered if they have been judged to have archival value. The Author Index contains the primary entry for each item, listed under the first author's name.  ...  Cross-Scene Hyperspectral Feature Selection via Hybrid Whale Optimization Algorithm With Simulated Annealing.  ... 
doi:10.1109/jstars.2022.3143012 fatcat:dnetkulbyvdyne7zxlblmek2qy
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