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An Improved Edge Detection Algorithm for Noisy Coloured Images

Language EnglishEnglish
Book Paperback
Book An Improved Edge Detection Algorithm for Noisy Coloured Images Sadiq Bashir Olaniyi
Libristo code: 15634866
Publishers LAP Lambert Academic Publishing, November 2015
This work presents an improved edge detection algorithm using particle swarm optimization based on v... Full description
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This work presents an improved edge detection algorithm using particle swarm optimization based on vector order statistics. The algorithm addressed the performance of edge detection in coloured images, with a view to minimizing broken, false and thick edges whilst reducing the presence of noise as well as computational time. A collection scheme based on step and ramp edges was developed for the edge detection algorithm, which explores a larger area in the images in order to reduce false and broken edges. The algorithm was also applied to facial and remotely sensed images in order to test the algorithm on real life images. The Pratt Figure of Merit (PFOM) was used as a quantitative comparison between the developed algorithm and the proven edge detection algorithms such as the roberts, prewitt, canny and laplacian edge detection algorithms.

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About the book

Full name An Improved Edge Detection Algorithm for Noisy Coloured Images
Author Sadiq Bashir Olaniyi
Language English
Binding Book - Paperback
Date of issue 2016
Number of pages 104
EAN 9783330013896
Libristo code 15634866
Publishers LAP Lambert Academic Publishing
Weight 173
Dimensions 150 x 220 x 7

Categories

Reference, Information & Interdisciplinary subjects > Interdisciplinary studies > Communication studies
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