Pattern spectra from partition pyramids and hierarchies

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6671 LNCS, Issue , 2011, Pages 108-119

  Ouzounis, Georgios K ^a   Soille, Pierre ^a  

^a JOINT RESEARCH CENTRE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING RULES; CONNECTED SETS; CONNECTIVITY CLASS; DISSIMILARITY MEASURES; IMAGE DEFINITION; INTERACTIVE SEGMENTATION; LEAKAGE EFFECTS; LOGICAL PREDICATE; MAXIMALITY; PATTERN SPECTRUM; REAL APPLICATIONS; SINGLE LINKAGE CLUSTERING;

IMAGE SEGMENTATION; MORPHOLOGY; SIGNAL PROCESSING; USER INTERFACES; IMAGE PROCESSING; MATHEMATICAL MORPHOLOGY;

MATHEMATICAL MORPHOLOGY; SIGNAL PROCESSING;

EID: 79960220864     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21569-8_10     Document Type: Conference Paper

References (22)

1. Braga-Neto, U.M., Goutsias, J.: Connectivity on complete lattices: New results. Computer Vision and Image Understanding 85(1), 22-53 (2002)
2. Breen, E.J., Jones, R.: Attribute openings, thinnings and granulometries. Computer Vision and Image Understanding 64(3), 377-389 (1996)
3. Buf, J.M.H.D., Bayer, M.M. (eds.): Automatic Diatom Identification. Series in Machine Perception and Artificial Intelligence. World Scientific Publishing Co., Singapore (2002)
4. Gueguen, L., Soille, P.: Frequent and dependent connectivities. In: Soille, P., Pesaresi, M., Ouzounis, G.K. (eds.) ISMM 2011. LNCS, vol. 6671, pp. 120-131. Springer, Heidelberg (2011) (in press)
5. Maragos, P.: Pattern spectrum and multiscale shape representation. IEEE Trans. Pattern Analysis and Machine Intelligence 11(7), 701-715 (1989)
6. Meyer, F., Maragos, P.: Nonlinear scale-space representation with morphological levelings. Journal Visual Communication and Image Representation 11(3), 245-265 (2000)
7. Nagao, M., Matsuyama, T., Ikeda, Y.: Region extraction and shape analysis in aerial photographs. Computer Graphics and Image Processing 10(3), 195-203 (1979)
8. Ouzounis, G.K., Soille, P.: Differential area profiles. In: 20th Int. Conf. on Pattern Recognition, ICPR 2010, Istanbul, Turkey, pp. 4085-4088 (August 2010)
9. Ouzounis, G.K., Soille, P.: Attribute constrained connectivity and the alpha-tree representation. IEEE Trans. on Image Processing (submitted, 2011)
10. Ouzounis, G.K., Soille, P., Pesaresi, M.: Rubble detection from VHR aerial imagery data using differential morphological profiles. In: 34th Int. Symp. Remote Sensing of the Environment, Sydney, Australia (April 2011) (in press)
11. Ouzounis, G.K., Wilkinson, M.H.F.: Mask-based second-generation connectivity and attribute filters. IEEE Trans. Pattern Analysis and Machine Intelligence 29(6), 990-1004 (2007)
12. Ouzounis, G.K., Wilkinson, M.H.F.: Partition-induced connections and operators for pattern analysis. Pattern Recognition 43(10), 3193-3207 (2010)
13. Pesaresi, M., Benediktsson, J.A.: A new approach for the morphological segmentation of high-resolution satellite imagery. IEEE Trans. Geoscience and Remote Sensing 39(2), 309-320 (2001)
14. Ronse, C.: Set-theoretical algebraic approaches to connectivity in continuous or digital spaces. Journal of Mathematical Imaging and Vision 8, 41-58 (1998)
15. Ronse, C.: Partial partitions, partial connections and connective segmentation. Journal of Mathematical Imaging and Vision 32(2), 97-125 (2008)
16. Salembier, P., Serra, J.: Flat zones filtering, connected operators, and filters by reconstruction. IEEE Trans. on Image Processing 4(8), 1153-1160 (1995)
17. Serra, J. (ed.): Image Analysis and Mathematical Morphology. Theoretical Advances, vol. II. Academic Press, London (1988)
18. Serra, J.: A lattice approach to image segmentation. Journal of Mathematical Imaging and Vision 24, 83-130 (2006)
19. Soille, P.: Constrained connectivity for hierarchical image partitioning and simplification. IEEE Trans. Pattern Analysis and Machine Intelligence 30(7), 1132-1145 (2008)
20. Soille, P.: Preventing chaining through transitions while favouring it within homogeneous regions. In: Soille, P., Pesaresi, M., Ouzounis, G.K. (eds.) ISMM 2011. LNCS, vol. 6671, pp. 96-107. Springer, Heidelberg (2011)
21. Soille, P.: On genuine connectivity relations based on logical predicates. In: Int. Conf. Image Analysis and Processing (ICIAP), pp. 487-492 (2007)
22. Urbach, E.R., Roerdink, J.B.T.M., Wilkinson, M.H.F.: Connected shape-size pattern spectra for rotation and scale-invariant classification of gray-scale images. IEEE Trans. Pattern Analysis and Machine Intelligence 29(2), 272-285 (2007)