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article · IEEJ Transactions on Electronics Information and Systems · 2002

Texture Image Segmentation by Detecting Texture Edges

Guoxiang Liu, Shunichiro Oe

Cited by 0Open access

Abstract

This paper presents a new texture feature extraction method called Simple texel scale featare(STSF) based on the scale information of texels along a direction. And a new image segmentation method based on binary image processing is introduced. The scale information of texels is extracted by comparing the gray value of two pixels. The position relation of these two pixels shows the scale feature of texels along a direction. Texel scale features can be extracted by using different position relation(distance and direction) After obtaining texture feature images, we consider the texture image segmentation problem not a pattern classification problem but several texture edges integration problems, which are simple binary value line processing problems like Holes filling, Lines thinning and shorting. A new Cellular Neural Network(CNN) called Multi-step CNN(MSCNN) and Discrete MSCNN (DMSCNN) are proposed, some DMSCNNs are designed for these problems.

Cite this paper

APA 7

Liu, G., & Oe, S. (2002). Texture Image Segmentation by Detecting Texture Edges. IEEJ Transactions on Electronics Information and Systems, 122(5), 808–815. https://doi.org/10.1541/ieejeiss1987.122.5_808

MLA 9

Liu, Guoxiang, and Shunichiro Oe. “Texture Image Segmentation by Detecting Texture Edges.” IEEJ Transactions on Electronics Information and Systems, vol. 122, no. 5, 2002, pp. 808–15, https://doi.org/10.1541/ieejeiss1987.122.5_808.

Chicago

Liu, Guoxiang, and Shunichiro Oe. 2002. “Texture Image Segmentation by Detecting Texture Edges.” IEEJ Transactions on Electronics Information and Systems 122 (5): 808–15. https://doi.org/10.1541/ieejeiss1987.122.5_808.

Harvard

Liu, G. and Oe, S. (2002) ‘Texture Image Segmentation by Detecting Texture Edges’, IEEJ Transactions on Electronics Information and Systems, 122(5), pp. 808–815. Available at: https://doi.org/10.1541/ieejeiss1987.122.5_808.

BibTeX
@article{liu2002texture,
  title = {{Texture Image Segmentation by Detecting Texture Edges}},
  author = {Liu, Guoxiang and Oe, Shunichiro},
  journal = {IEEJ Transactions on Electronics Information and Systems},
  volume = {122},
  number = {5},
  pages = {808--815},
  year = {2002},
  doi = {10.1541/ieejeiss1987.122.5_808}
}

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