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Image reconstruction with the use of evolutionary algorithms and cellular automata

Franciszek Seredyński, Jaroslaw Skaruz, Adrian Piraszewski
2012 Annales UMCS Informatica  
In the paper we present a new approach to the image reconstruction problem based on evolution algorithms and cellular automata.  ...  Two-dimensional, nine state cellular automata with the Moore neighbourhood perform reconstruction of an image presenting a human face.  ...  Because of quite obvious similarities between the 2-dimensional cellular automata and the images (pixels mapping to cells) uniform cellular automata have been used quite a lot in some areas of image processing  ... 
doi:10.2478/v10065-012-0017-z fatcat:jchsf2zzxzbe7lo5s64psmcwoq

Evolution of 2D apoptotic cellular automata

Jennifer Garner, Daniel Ashlock
2015 2015 IEEE Congress on Evolutionary Computation (CEC)  
An apoptotic cellular automata consists of an initial state and an updating rule. These specify an automata that grows for a time and then enters a quiescent state.  ...  A collection of examples of renderings of evolved cellular automata are provided and steps for additional work to improve the system are outlined.  ...  Fig. 7 . 7 Shown are examples of best-of-run cellular automata for the eight-state version of the system with initial condition A. TABLE I DEFAULT I PARAMETERS FOR THE EVOLUTIONARY ALGORITHM.  ... 
doi:10.1109/cec.2015.7257151 dblp:conf/cec/GarnerA15 fatcat:fljk4ezlzzbqnbe5juj6t2skky

Selection of Optimum Rule Set of Two Dimensional Cellular Automata for Some Morphological Operations

Anand Prakash Shukla, Suneeta Agarwal
2015 International Journal of Information Technology and Computer Science  
The description about the selection of the optimum rule set of two dimensions cellular automata for thinning and thickening of binary images is illustrated by this paper.  ...  Two dimensional cellular automata are significantly applying to image processing operations.  ...  Cellular automata make up a very important class of completely discrete dynamical systems. Cellular Automata also provide a concept for computational automata.  ... 
doi:10.5815/ijitcs.2015.12.06 fatcat:dv5djd55nzefpmaqkilde2a5di

Evolutionary design of edge detector using rule-changing Cellular automata

S Sato, H Kanoh
2010 2010 Second World Congress on Nature and Biologically Inspired Computing (NaBIC)  
A new design method for Cellular automata (CA) rules are described. We have already proposed a method for designing the transition rules of two-dimensional 256-state CA for grayscale image denoising.  ...  Both objective functions are optimized by a multi-objective evolutionary algorithm. The rule-changing CA is used to improve the performance.  ...  CONCLUSIONS We have improved our evolutionary cellular automata method to enable it to detect edges more effectively than the method developed by Rosin.  ... 
doi:10.1109/nabic.2010.5716329 dblp:conf/nabic/SatoK10 fatcat:kx7f5ywifrda7ekomss7gch4xu

A Survey on Two Dimensional Cellular Automata and Its Application in Image Processing [article]

Deepak Ranjan Nayak, Prashanta Kumar Patra, Amitav Mahapatra
2014 arXiv   pre-print
Parallel algorithms for solving any image processing task is a highly demanded approach in the modern world. Cellular Automata (CA) are the most common and simple models of parallel computation.  ...  This paper provides a survey of available literatures of some methodologies employed by different researchers to utilize the cellular automata for solving some important problems of image processing.  ...  Paul et al. have proposed a new Cellular Automata based transform coding scheme for gray level and color still images [24] .  ... 
arXiv:1407.7626v1 fatcat:i4ed4ca35nd7bgt3vysemubcpi

Investigations of Cellular Automata Game of Life Rules for Noise Filtering and Edge Detection

Peer M. A., Fasel Qadir, Khan K. A.
2012 International Journal of Information Engineering and Electronic Business  
In this paper a new approach for edge detection with noise filtering of digital images using Cellular Automata Game of Life is presented.  ...  This procedure can easily be generalized and used for any type of digital media.  ...  Cellular automata are widely used in many areas of image processing such as de-noising, enhancing, smoothing, restoring, and extracting features of images.  ... 
doi:10.5815/ijieeb.2012.02.04 fatcat:p4pqhrxw5jd4vgnwzbbizhin2m

Planning meets self-organization: Integrating interactive evolutionary computation with cellular automata for urban planning

Hao Hua
2012 Frontiers of Architectural Research  
Particularly, cellular automaton is employed as the self-organizing system to model a city district.  ...  The experiment carried by the author in 2010 is to test if self-organizing systems could be systematically regulated according to the user's preference for global behavior.  ...  Planning meets self-organization: Integrating interactive evolutionary computation with cellular automata for urban planning  ... 
doi:10.1016/j.foar.2012.08.002 fatcat:ugldydtr4zhkdcpuwpin52zjtu

A cellular automaton to filter events in a high energy physics discrete calorimeter

M. Casolino, P. Picozza
1995 Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment  
The evolution rules devised for the CA have therefore to calorimeter at CERN PS.  ...  Picozzaz 5 Dicembre 1994 Sezione di Roma II vp ISTITUTO NAZIONALE DI FISICA NUCLEARE from particle discrimination to track restoration in time-worn detectors.  ...  Cellular automata can cope with these variations, restoring the missing signal detectors, currently flying on a balloon and in the future on a. satellite, where the work conditions range of values of T  ... 
doi:10.1016/0168-9002(95)00520-x fatcat:tqvjnpb5yneoxpatpk6odhz7u4

Failover in Cellular Automata

Shailesh Kumar, Shrisha Rao
2011 Physics Procedia  
A cellular automata (CA) configuration is constructed that exhibits emergent failover. The configuration is based on standard Game of Life rules.  ...  Introduction Cellular automata (CA) have been widely used to model complex systems and in diverse domains such as cryptography [1] , nanotechnology [2] , and image processing [3] .  ...  Evolutionary algorithms have been applied to cellular automata to determine the complex global behavior they exhibit or to solve a particular problem.  ... 
doi:10.1016/j.phpro.2011.11.086 fatcat:kegriwqgjrgozjoknegqqbkeci

A Novel Hyperchaotic Image Encryption System Based on Particle Swarm Optimization Algorithm and Cellular Automata

Jie Zeng, Chunhua Wang, Guodong Ye
2021 Security and Communication Networks  
In this paper, we propose a hyperchaotic image encryption system based on particle swarm optimization algorithm (PSO) and cellular automata (CA).  ...  Moreover, On the basis of hyperchaotic system, cellular automata technology is adopted, which can enhance the randomness of population distribution and increase the complexity and diversity of the population  ...  Due to its complex behavior and reliable evolutionary rules, a secure encryption system can be designed based on CA. Cellular Automata CA is a discrete mathematical model.  ... 
doi:10.1155/2021/6675565 fatcat:eai7ppkukvec3lvfd6ndvr5nyi

Cellular Automata Based Robust Watermarking Architecture Towards The Vlsi Realization

V. H. Mankar, T. S. Das, S. K. Sarkar
2007 Zenodo  
The concept of cellular automata theory in order to form a new transform domain technique i.e. Cellular Automata Transform (CAT) have been incorporated.  ...  The Cellular Automata Transform, CA based PN sequence generator, and CA ECC are the requisite blocks that are developed not only to meet the reliable hardware requirements but also for the basic spread  ...  Since the image restoration does not result in a perfect copy of the original cover image and the embedded signal is low power, the estimate of the embedded signal is poor.  ... 
doi:10.5281/zenodo.1085067 fatcat:lhusox5iunfglie6nkgiyjxp2m

Multi-state stochastic hotchpotch model gives rise to the observed mesoscopic behaviour in the non-stirred Belousov--Zhabotinsky reaction [article]

Dalibor Štys, Petr Jizba, Anna Zhyrova, Renata Rychtáriková, Kryštof M. Štys, Tomáš Náhlík
2016 arXiv   pre-print
automata.  ...  hotchpotch model, we show here that the mesoscopic behaviour of the non-stirred B--Z reaction is both qualitatively and quantitatively susceptible to the description in terms of stochastic multilevel cellular  ...  in cellular automata has been initially perceived by the scientific community with scepticism. 28 The reasons why the formation of spirals by cellular automata is not easily accepted by general chemical  ... 
arXiv:1602.03055v1 fatcat:mkxmavb2grdibpwdalaesbcsvy

TAXONOMY OF NATURE INSPIRED COMPUTATIONAL INTELLIGENCE IN DIGITAL IMAGE PROCESSING FOR HARSH WEATHER

Meenu .
2017 International Journal of Advanced Research in Computer Science  
The concept of harsh weather image processing is generally vague, ambiguous and imprecise. Limited work is carried out in many outdoor computer vision applications.  ...  The computational intelligence techniques proposed under this category are listed below. • Evolutionary Computing • Neuro-computing • Cellular Automata • Membrane computing C.  ...  Tan Identify that a haze-free image must have higher contrast compared with the input hazy image and he removes haze by maximizing the local contrast of the restored image[5]. 20 08 3 Dehaz  ... 
doi:10.26483/ijarcs.v8i8.4563 fatcat:wc24qngq6zbdtnlet2vryohk74

Training Cellular Automata for Image Processing [chapter]

Paul L. Rosin
2005 Lecture Notes in Computer Science  
Experiments were carried out to investigate the possibility of training cellular automata (CA) to perform several image processing tasks.  ...  In this paper the sequential floating forward search method for feature selection was used to select good rule sets for a range of tasks, namely: noise filtering (also applied to gray scale images using  ...  ACKNOWLEDGEMENTS I would like to thank Justin Romberg and Hyeokho Choi for providing the code for wavelet-domain HMT filtering.  ... 
doi:10.1007/11499145_22 fatcat:pw3ya6grwrcgxflql522m5jehy

Training cellular automata for image processing

P.L. Rosin
2006 IEEE Transactions on Image Processing  
Experiments were carried out to investigate the possibility of training cellular automata (CA) to perform several image processing tasks.  ...  In this paper the sequential floating forward search method for feature selection was used to select good rule sets for a range of tasks, namely: noise filtering (also applied to gray scale images using  ...  ACKNOWLEDGEMENTS I would like to thank Justin Romberg and Hyeokho Choi for providing the code for wavelet-domain HMT filtering.  ... 
doi:10.1109/tip.2006.877040 pmid:16830925 fatcat:zyqcfeob5vcnfauezx2mhc5vyi
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