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一种利用图像邻域信息进行边界光滑的纹理识别的方法 被引量:1

Method of getting smooth edge in texture recognition using neighborhood information
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摘要 在传统纹理识别方法中,纹理识别是对图像分块进行的,因此得到的纹理边界不光滑,同时呈现明显的分块痕迹。一种充分利用图像邻域信息的"相关度计算"方法,通过计算包含象素点的所有图像分块被识别的概率,来判断象素点是否被识别。结果表明,"相关度计算"方法可以得到相对光滑的纹理边界。 Texture recognition is implemented by separating the image into blocks in traditional methods. So the edge of the texture is not smooth enough and appears an obvious track of block-separating. A method named correlativity calculation was introduced. Making full use of neighborhood information of the image, this method determined whether or not a pixel would be recognized through calculating the recognition rate of every image block which contained the same pixel, and thus resulted in a relatively smooth edge.
出处 《计算机应用》 CSCD 北大核心 2004年第12期25-27,共3页 journal of Computer Applications
关键词 纹理识别 纹理分割 边界 邻域信息 texture recognition texture segmentation edge neighborhood information
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参考文献4

  • 1JIAN AK, FARROKHNIA F. Unsupervised texture segmentation using Gabor filters[J]. Pattern Recognition, 1991, 24(12):1167-1186. 被引量:1
  • 2DENG YM, MANJUNATH BS.Unsupervised segmentation of color-texture region in images and video[J]. IEEE Trans. on Pattern Analysis and Intelligence, 2001, 23(8):800-810. 被引量:1
  • 3BANDERA A, URDIALES C, ARREBLOLE F, et al. Scale-Dependent hierarchical unsupervised segmentation of texture images[J]. Pattern Recognition Letters, 2001, 22(2):171-181. 被引量:1
  • 4EOM KB. Segmentation of monochrome and color textures using moving average modeling approach[J]. Image and Vision Computing, 1999, 17(3/4):233-244. 被引量:1

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