Rock Image Classification Using Non-Homogeous Textures and Spectral Imaging

  title={Rock Image Classification Using Non-Homogeous Textures and Spectral Imaging},
  author={Leena Lepist{\"o} and Iivari Kunttu and Jorma Autio and Ari Visa},
Texture analysis and classification are usual tasks in pattern recognition. Rock texture is a demanding classification task, because the texture is often non-homogenous. In this paper, we introduce a rock texture classification method, which is based on textural and spectral features of the rock. The spectral features are considered as some color parameters whereas the textural features are calculated from the co-occurrence matrix. In this classification method, non-homogenous texture images… CONTINUE READING
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2 edition

  • R. O. Duda, P. E. Hart, Stork, D. G. Pattern Classification
  • John Wiley & Sons, New York,
  • 2001
Highly Influential
4 Excerpts


  • Brodatz
  • Texture: A photographic Album for Artists and…
  • 1968
Highly Influential
3 Excerpts

Proceedings of 10 Finnish Artificial Intelligence Conference

  • L. Lepistö, I. Kunttu, J. Autio, Visa, A. Comparison of Some Content.Based Image Retrieval S Images
  • Oulu, Finland, pp. 156-163, Dec. 16-17,
  • 2002
2 Excerpts


  • V. Lebrun, Macaire, L Aspect inspection of marble tiles by colour line-s camera
  • Le Creusot,
  • 2001
1 Excerpt

On the use of image analysis for the quantitative monitoring of stone alteration

  • Lebrun, C. V. Toussaint, E. Pirard
  • Weathering 2000 International Conference,
  • 2000

Addison Wesley

  • R. C. Gonzalez, Woods, R. E. Digital Image Processing
  • United States of America,
  • 1993
3 Excerpts

Doctor of Science Thesis

  • Visa, A. Texture Classification, Segmentation Based on Neutral Network Methods
  • Espoo,
  • 1990
1 Excerpt

2 Edition

  • G. Wyszecki, Stiles, +4 authors Formulae
  • John Wiley & Sons, Canada,
  • 1982
1 Excerpt

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