Parallel genetic algorithms for optimizing morphological filters
Several design methods for parallel genetic algorithms (PGAs) optimizing morphological filters are discussed and an optimal scale and machine independent PGA for a loosely coupled, homogeneous or inhomogeneous multiprocessor computer is developed. The optimization is made in terms of computation spe...
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| Vydané v: | Fifth International Conference on Image Processing and its Applications s. 762 - 766 |
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| Hlavní autori: | , , , |
| Médium: | Konferenčný príspevok.. |
| Jazyk: | English |
| Vydavateľské údaje: |
London
IEE
1995
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| ISBN: | 0852966423, 9780852966426 |
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| Abstract | Several design methods for parallel genetic algorithms (PGAs) optimizing morphological filters are discussed and an optimal scale and machine independent PGA for a loosely coupled, homogeneous or inhomogeneous multiprocessor computer is developed. The optimization is made in terms of computation speed, parallelization efficiency and quality. Quality means, in this context, the fitness of the best chromosome, which is an objective measure for the performance of the corresponding morphological filter in a particular environment. |
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| AbstractList | Several design methods for parallel genetic algorithms (PGAs) optimizing morphological filters are discussed and an optimal scale and machine independent PGA for a loosely coupled, homogeneous or inhomogeneous multiprocessor computer is developed. The optimization is made in terms of computation speed, parallelization efficiency and quality. Quality means, in this context, the fitness of the best chromosome, which is an objective measure for the performance of the corresponding morphological filter in a particular environment. |
| Author | Harvey, N.R Marshall, S Kraft, P Soraghan, J.J |
| Author_xml | – sequence: 1 givenname: P surname: Kraft fullname: Kraft, P organization: Tech. Univ. Hamburg-Harburg – sequence: 2 givenname: S surname: Marshall fullname: Marshall, S – sequence: 3 givenname: J.J surname: Soraghan fullname: Soraghan, J.J – sequence: 4 givenname: N.R surname: Harvey fullname: Harvey, N.R |
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| Keywords | image processing parallel algorithms parallelization efficiency parallel genetic algorithms multiprocessor computer best chromosome fit genetic algorithms design methods quality optimisation performance optimization morphological filters computation speed digital filters mathematical morphology |
| Language | English |
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| MeetingName | Fifth International Conference on Image Processing and its Applications, 4-6 July 1995, Edinburgh, UK |
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| Snippet | Several design methods for parallel genetic algorithms (PGAs) optimizing morphological filters are discussed and an optimal scale and machine independent PGA... |
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| StartPage | 762 |
| SubjectTerms | Computer vision and image processing techniques Optical information, image and video signal processing Optimisation techniques Parallel programming and algorithm theory Pattern recognition |
| Title | Parallel genetic algorithms for optimizing morphological filters |
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