Image Segmentation: A Survey of Methods Based on Evolutionary Computation
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{Liang:2014:SEAL,
-
author = "Yuyu Liang and Mengjie Zhang and Will N. Browne",
-
title = "Image Segmentation: A Survey of Methods Based on
Evolutionary Computation",
-
booktitle = "Proceedings 10th International Conference on Simulated
Evolution and Learning, SEAL 2014",
-
year = "2014",
-
editor = "Grant Dick and Will N. Browne and Peter Whigham and
Mengjie Zhang and Lam Thu Bui and Hisao Ishibuchi and
Yaochu Jin and Xiaodong Li and Yuhui Shi and
Pramod Singh and Kay Chen Tan and Ke Tang",
-
volume = "8886",
-
series = "Lecture Notes in Computer Science",
-
pages = "847--859",
-
address = "Dunedin, New Zealand",
-
month = dec # " 15-18",
-
publisher = "Springer",
-
keywords = "genetic algorithms, genetic programming, Evolutionary
Computer Vision, Image Segmentation, Evolutionary
Computation",
-
isbn13 = "978-3-319-13562-5",
-
DOI = "doi:10.1007/978-3-319-13563-2_71",
-
abstract = "Image segmentation is mainly used as a preprocessing
step in problems of image processing and computer
vision. Its performance has a great influence on
subsequent tasks. Evolutionary Computation (EC)
techniques have been introduced to the area of image
segmentation due to their high search capacity.
However, there are rarely comprehensive surveys on EC
based image segmentation methods, which can enable
researchers to get a quick understanding of this area
and compare the existing methods. Therefore, this paper
provides an overview of EC based image segmentation
methods, and discusses the remaining issues in this
area. It is observed that among all EC techniques, four
of them (genetic algorithms, genetic programming,
differential equation and partial swarm optimization)
are more frequently used and GAs are the most popular
technique. It is noted that low generalization capacity
and computational complexity are two common problems in
EC techniques applied to image segmentation.",
- }
Genetic Programming entries for
Yuyu Liang
Mengjie Zhang
Will N Browne
Citations