Connected morphological operators improve image classification

A new method of pattern-based analysis increases speed and accuracy and is invariant to image orientation.

[1]  Michael H. F. Wilkinson,et al.  Connected Shape-Size Pattern Spectra for Rotation and Scale-Invariant Classification of Gray-Scale Images , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Michael H. F. Wilkinson,et al.  Morphological hat-transform scale spaces and their use in pattern classification , 2004, Pattern Recognit..

[3]  Hans Burkhardt,et al.  General-purpose object recognition in 3D volume data sets using gray-scale invariants - classification of airborne pollen-grains recorded with a confocal laser scanning microscope , 2002, Object recognition supported by user interaction for service robots.

[4]  Petros Maragos,et al.  Segmentation of soil section images using connected operators , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[5]  Horst Bunke,et al.  Diatom identification: a double challenge called ADIAC , 1999, Proceedings 10th International Conference on Image Analysis and Processing.

[6]  Philippe Salembier,et al.  Antiextensive connected operators for image and sequence processing , 1998, IEEE Trans. Image Process..

[7]  E. Dougherty,et al.  Size distributions for multivariate morphological granulometries: texture classification and statistical properties , 1997 .

[8]  Ronald Jones,et al.  Attribute Openings, Thinnings, and Granulometries , 1996, Comput. Vis. Image Underst..

[9]  E. Dougherty,et al.  Gray-scale morphological granulometric texture classification , 1994 .

[10]  Petros Maragos,et al.  Pattern Spectrum and Multiscale Shape Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[11]  G. Matheron.  Random Sets and Integral Geometry , 1976 .

[12]  Aiko M. Hormann,et al.  Programs for Machine Learning. Part I , 1962, Inf. Control..

[13]  Ming-Kuei Hu,et al.  Visual pattern recognition by moment invariants , 1962, IRE Trans. Inf. Theory.

[14]  Jan Flusser,et al.  Pattern recognition by affine moment invariants , 1993, Pattern Recognit..

[15]  Jean Serra,et al.  Image Analysis and Mathematical Morphology , 1983 .