Title :
Protecting GIS vector map using the k-means clustering algorithm and odd-even coding
Author :
Huo, Xiao-Jiao ; Moon, Kwang-Seok ; Lee, Suk-Hwan ; Seung, Teak-Young ; Kwon, Ki-Ryong
Author_Institution :
Dept. of Inf. Eng., Pukyong Nat. Univ., BuSan, South Korea
Abstract :
For protecting the copyright of GIS vector map, this paper present a watermarking scheme based on polygon type of ESRI by using k-means clustering algorithm. This watermarking scheme use k-means clustering algorithm to make all polygons into some clusters. Then we embed a watermark bit to the mean distance length of each polygon in a cluster by using odd-even coding. Finally, we change the coordinates of vertices according to the new mean distance length of polygon which has been embedded watermark. From experimental results, we verify that the proposed scheme has outstanding invisibility and good robustness against various geometric attacks.
Keywords :
copyright; geographic information systems; geometry; pattern clustering; watermarking; ESRI; GIS vector map; copyright; k-means clustering algorithm; odd-even coding; polygon type; watermarking scheme; Geographic Information Systems; Noise; Robustness; Three dimensional displays; Watermarking; GIS map; Vector data; odd-even coding; polygon; shapefile; the mean distance length; watermarking;
Conference_Titel :
Frontiers of Computer Vision (FCV), 2011 17th Korea-Japan Joint Workshop on
Conference_Location :
Ulsan
Print_ISBN :
978-1-61284-677-4
Electronic_ISBN :
978-1-61284-676-7
DOI :
10.1109/FCV.2011.5739741