Colour quantization with Ant-tree

作者: M.L. Pérez-Delgado

DOI: 10.1016/J.ASOC.2015.07.048

关键词: Quantization (physics)Color quantizationArtificial intelligenceCluster analysisPattern recognitionPixelLinde–Buzo–Gray algorithmCentroidMathematics

摘要: Graphical abstractDisplay Omitted HighlightsThe Ant-tree clustering algorithm is adapted for colour quantization.The performs the two basic operations of quantization.A threshold determines if a pixel associated to most similar cluster.Palette size can be limited, but smaller obtained an image.Computational results improve some well-known quantization methods. inspired by biological ants. This paper defines variant such perform quantization. Some features have been obtain quicker and main steps on big input set. The centroid every cluster palette once complete established, represents each original image its cluster.Computational show that error quantized images than generated other

参考文章(73)
Julia Handl, Bernd Meyer, Improved Ant-Based Clustering and Sorting in a Document Retrieval Interface parallel problem solving from nature. ,vol. 2439, pp. 913- 923 ,(2002) , 10.1007/3-540-45712-7_88
Baldo Faieta, Erik D. Lumer, Diversity and adaptation in populations of clustering ants simulation of adaptive behavior. pp. 501- 508 ,(1994)
A.H. Channa, N.M. Rajpoot, K.M. Rajpoot, Texture Segmentation using Ant Tree Clustering 2006 IEEE International Conference on Engineering of Intelligent Systems. pp. 1- 6 ,(2006) , 10.1109/ICEIS.2006.1703192
M. Dorigo, Optimization, Learning and Natural Algorithms Ph.D. Thesis, Politecnico di Milano, Italy. ,(1992)
Bernd Meyer, Julia Handl, Improved Ant-Based Clustering and Sorting parallel problem solving from nature. pp. 913- 923 ,(2002)
Jean-Louis Deneubourg, S. Goss, Nigel Franks, Ana Sendova-Franks, C. Detrain, Laeticia Chrétien, None, The dynamics of collective sorting robot-like ants and ant-like robots simulation of adaptive behavior. pp. 356- 363 ,(1991)
M. Gervautz, W. Purgathofer, A simple method for color quantization: octree quantization Graphics gems. pp. 287- 293 ,(1990) , 10.1007/978-3-642-83492-9_20