WASET
	@article{(Open Science Index):https://publications.waset.org/pdf/5071,
	  title     = {Unsupervised Texture Segmentation via Applying Geodesic Active Regions to Gaborian Feature Space},
	  author    = {Yuan He and  Yupin Luo and  Dongcheng Hu},
	  country	= {},
	  institution	= {},
	  abstract     = {In this paper, we propose a novel variational method for unsupervised texture segmentation. We use a Gabor filter bank to extract texture features. Some of the filtered channels form a multidimensional Gaborian feature space. To avoid deforming contours directly in a vector-valued space we use a Gaussian mixture model to describe the statistical distribution of this space and get the boundary and region probabilities. Then a framework of geodesic active regions is applied based on them. In the end, experimental results are presented, and show that this method can obtain satisfied boundaries between different texture regions.
},
	    journal   = {International Journal of Aerospace and Mechanical Engineering},
	  volume    = {1},
	  number    = {2},
	  year      = {2007},
	  pages     = {477 - 480},
	  ee        = {https://publications.waset.org/pdf/5071},
	  url   	= {https://publications.waset.org/vol/2},
	  bibsource = {https://publications.waset.org/},
	  issn  	= {eISSN: 1307-6892},
	  publisher = {World Academy of Science, Engineering and Technology},
	  index 	= {Open Science Index 2, 2007},
	}