Journal ArticleDOI
Segmenting images with gradient-based edge detection using Membrane Computing
TLDR
A parallel implementation of a new algorithm for segmenting images with gradient-based edge detection by using techniques from Natural Computing, implemented in a novel device architecture called CUDA(TM)(Compute Unified Device Architecture).About:
This article is published in Pattern Recognition Letters.The article was published on 2013-06-01. It has received 57 citations till now. The article focuses on the topics: Parallel algorithm & Natural computing.read more
Citations
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Medical Image Edge Detection Based on Improved Differential Evolution Algorithm and Prewitt Operator
Yan Song,Baoying Ma,Wei Gao +2 more
TL;DR: Improved differential evolution algorithm has strong global search ability in the initial stage and it can find as many global optimal points as possible while in the post stage, it has strong local search ability to improve its accuracy and convergence speed.
Journal ArticleDOI
Real-time parallel image processing applications on multicore CPUs with OpenMP and GPGPU with CUDA
TL;DR: Experimental results on multicore CPU with OpenMP platform showed that by increasing the chunk size, the execution time decreases approximately four times in comparison with serial computing.
Journal ArticleDOI
Color image segmentation using PDTDFB domain hidden Markov tree model
TL;DR: Experimental evidence shows that the proposed color image segmentation algorithm has very effective segmentation results in comparison with the state-of-the-art segmentation methods recently proposed in the literature.
Journal ArticleDOI
Supervisory control of discrete event systems under asynchronous spiking neuron P systems
TL;DR: In this paper , the authors extended vector-SNP to explore the system's intrinsic stability properties without configuration attention by introducing two classes of structural feature vectors: N-invariants and R-invaris, and a typical style of specifications, namely neuron mutual exclusion inequality constraints, is advanced for supervisory control using SNPs.
Membrane Computing for 2D Image Segmentation
TL;DR: This work proves that region based segmentation with membrane computing is done in a constant number of steps (9 steps) regardless of the size of the image.
References
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Book
Adaptation in natural and artificial systems
TL;DR: Names of founding work in the area of Adaptation and modiication, which aims to mimic biological optimization, and some (Non-GA) branches of AI.
Journal ArticleDOI
A logical calculus of the ideas immanent in nervous activity
Warren S. McCulloch,Walter Pitts +1 more
TL;DR: In this article, it is shown that many particular choices among possible neurophysiological assumptions are equivalent, in the sense that for every net behaving under one assumption, there exists another net which behaves under another and gives the same results, although perhaps not in the same time.
Book
Theory of Self-Reproducing Automata
John von Neumann,Arthur W. Burks +1 more
TL;DR: This invention relates to prefabricated buildings and comprises a central unit having a peripheral section therearound to form a main residential part defined by an assembly of juxtaposed roofing and facing trusses.
Journal ArticleDOI
Molecular computation of solutions to combinatorial problems
TL;DR: This experiment demonstrates the feasibility of carrying out computations at the molecular level by solving an instance of the directed Hamiltonian path problem with standard protocols and enzymes.
Journal ArticleDOI
A review on image segmentation techniques
Nikhil R. Pal,Sankar K. Pal +1 more
TL;DR: Attempts have been made to cover both fuzzy and non-fuzzy techniques including color image segmentation and neural network based approaches, which addresses the issue of quantitative evaluation of segmentation results.