A New Method for Colour Image Segmentation
作者： Gustavo Schleyer , Gastón Lefranc , Claudio Cubillos , Ginno Millán , Román Osorio-Comparán
DOI: 10.15837/IJCCC.2016.6.2747
关键词:
摘要: This paper presents an unsupervised algorithm of colour image segmentation. method combines the advantages approaches based on split and merge region growing, use RGB HSV representation models. The effectiveness proposed has been verified by implementation using three different testing images with homogeneous regions, spatially compact continuous. It was observed that outperforms other analysed techniques requiring shorter processing time when compared methods.
sci-hub.st 参考文章(18)
Kanchan Deshmukh, Ganesh Shinde, Adaptive Color Image Segmentation Using Fuzzy Min-Max Clustering Engineering Letters. ,vol. 13, pp. 57- 64 ,(2006)
Aranzazu Jurio, Miguel Pagola, Mikel Galar, Carlos Lopez-Molina, Daniel Paternain, A Comparison Study of Different Color Spaces in Clustering Based Image Segmentation international conference information processing. pp. 532- 541 ,(2010) , 10.1007/978-3-642-14058-7_55
Román Osorio, Mario Peña, Ismael López-Juárez, Jesús Savage, Gastón Lefranc, Using Background and Segmentation Algorithms Applied in Mobile Robots. IFAC Proceedings Volumes. ,vol. 46, pp. 135- 140 ,(2013) , 10.3182/20130911-3-BR-3021.00099
Sanmati S. Kamath, Joel R. Jackson, Color image segmentation in RGB using vector angle and absolute difference measures european signal processing conference. pp. 1- 5 ,(2006) , 10.5281/ZENODO.40090
R.H.Y. Chung, N.H.C. Yung, P.Y.S. Cheung, An efficient parameterless quadrilateral-based image segmentation method IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 27, pp. 1446- 1458 ,(2005) , 10.1109/TPAMI.2005.171
S. Sural, Gang Qian, S. Pramanik, Segmentation and histogram generation using the HSV color space for image retrieval international conference on image processing. ,vol. 2, pp. 589- 592 ,(2002) , 10.1109/ICIP.2002.1040019
Navkirat Kaur, VK Banga, Avneet Kaur, None, IMAGE SEGMENTATION BASED ON COLOR International Journal of Research in Engineering and Technology. ,vol. 02, pp. 495- 497 ,(2013) , 10.15623/IJRET.2013.0211073
Zhi-Kai Huang, De-Hui Liu, Segmentation of Color Image Using EM algorithm in HSV Color Space 2007 International Conference on Information Acquisition. pp. 316- 319 ,(2007) , 10.1109/ICIA.2007.4295749
T. Carron, P. Lambert, Symbolic fusion of hue-chroma-intensity features for region segmentation international conference on image processing. ,vol. 2, pp. 971- 974 ,(1996) , 10.1109/ICIP.1996.561067
Richard Szeliski, Computer Vision: Algorithms and Applications ,(2010)