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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Journal ArticleDOI
A Spectral Clustering Algorithm Improved by P Systems
TL;DR: A novel spectral clustering algorithms based on membrane computing framework, called MSC algorithm, whose idea is to use membrane clustering algorithm to realize the clustering component in spectral clusters, is proposed.
Book ChapterDOI
A Kernel-Based Membrane Clustering Algorithm
TL;DR: KMCA algorithm, a kernel-based membrane clustering algorithm, designed to determine the optimal cluster centers for the kernel clustering problem, can well deal with the data sets with non-spherical cluster boundaries.
Journal ArticleDOI
Membrane Computing for Real Medical Image Segmentation
TL;DR: The experimental results proved that the proposed approach has superior results in terms of the number of computational steps and processing time, and the first time an evaluation procedure is conducted to evaluate the efficiency of real image segmentations using membrane computing.
Proceedings ArticleDOI
An Efficient Parallel Implementation of Face Detection System Using CUDA
TL;DR: The researchers develop a robust face detection implementation based on the GPU component that consumes less execution time compared with the standard implementation and sequential implementation and is optimized by following up a strategy to use the different memory resources in GPU and the warp scheduler technique.
Journal ArticleDOI
Design and analysis of a decision intelligent system based on enzymatic numerical technology
TL;DR: This work presents a decisional P system for the first time, and the results show that this system is very logical and efficiently processes large-scale decisional tasks.
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.