Hit-or-miss transform in multivariate images

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

Volumn 6474 LNCS, Issue PART 1, 2010, Pages 452-463

  Velasco Forero, Santiago ^a   Angulo, Jesús ^a  

^a PSL RESEARCH UNIVERSITY   (France)

Author keywords

Colour Images; Hit or Miss Transform; Hyperspectral Imagery; Mathematical Morphology; Remote Sensing

Indexed keywords

COMPUTER VISION; IMAGE MATCHING; MATHEMATICAL MORPHOLOGY; MATHEMATICAL OPERATORS; MORPHOLOGY; REMOTE SENSING; TARGET TRACKING; TEMPLATE MATCHING; BINS; MATHEMATICAL TRANSFORMATIONS; SPECTROSCOPY;

CASE BASED; COLOUR IMAGE; GENERIC FRAMEWORKS; HIGH RESOLUTION IMAGE; HIT-OR-MISS TRANSFORM; HYPERSPECTRAL IMAGERY; MORPHOLOGICAL OPERATOR; TARGET DETECTION; HYPER-SPECTRAL IMAGERIES;

MATHEMATICAL TRANSFORMATIONS; BINARY IMAGES;

EID: 78650853649     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-17688-3_42     Document Type: Conference Paper

References (23)

1. Sim, D., Kwon, O., Park, R.: Object matching algorithms using robust hausdorff distance measures. IEEE Trans. Image Processing 8, 425-429 (1999)
2. Zhu, Z., Tang, M., Lu, H.: A new robust circular gabor based object matching by using weighted hausdorff distance. Pattern Recognition Letters 25, 515-523 (2004)
3. Serra, J.: Image Analysis and Mathematical Morphology. Academic Press, Inc., Orlando (1983)
4. Soille, P.: Morphological Image Analysis. Springer, Heidelberg (1999)
5. Naegel, B., Passat, N., Ronse, C.: Grey-level hit-or-miss transforms - Part I: Unified theory. Pattern Recognition 40, 635-647 (2007)
6. Ronse, C.: A lattice-theoretical morphological view on template extraction in images. Journal of Visual Comm. and Image Representation 7, 273-295 (1996)
7. Aptoula, E., Lefevre, S., Ronse, C.: A hit-or-miss transform for multivariate images. Pattern Recognition Letters 30, 760-764 (2009)
8. Weber, J., Lefevre, S.: A multivariate Hit-or-Miss transform for conjoint spatial and spectral template matching. In: Elmoataz, A., Lezoray, O., Nouboud, F., Mammass, D. (eds.) ICISP 2008. LNCS, vol. 5099, pp. 226-235. Springer, Heidelberg (2008)
9. Velasco-Forero, S., Angulo, J.: Morphological processing of hyperspectral images using kriging-based supervised ordering. In: ICIP (2010)
10. Roman, S.: Lattices and Ordered Sets. Springer, Heidelberg (2008)
11. Heijmans, H.: Theoretical aspects of gray-level morphology. IEEE Trans. Pattern Analysis and Machine Intelligence 13, 568-582 (1991)
12. Goutsias, J., Heijmans, H., Sivakumar, K.: Morphological operators for image sequences. Comput. Vis. Image Underst. 62, 326-346 (1995)
13. Barnett, V.: The ordering of multivariate data (with discussion). Journal of the Royal Statistical Society Series A 139, 318-354 (1976)
14. Jolliffe, I.T.: Principal Component Analysis. Springer, Heidelberg (1986)
15. Lezoray, O., Charrier, C., Elmoataz, A.: Learning complete lattices for manifold mathematical morphology. In: Proc. of the ISMM, pp. 1-4 (2009)
16. Angulo, J.: Morphological colour operators in totally ordered lattices based on distances: Application to image filtering, enhancement and analysis. Comput. Vis. Image Underst. 107, 56-73 (2007)
17. Cristianini, N., Shawe-Taylor, J.: An Introduction to support vector machines and other kernel based learning methods. Cambridge University Press, Cambridge (2000)
18. Regazzoni, C., Teschioni, A.: A new approach to vector median filtering based on space filling curves. IEEE Trans. Image Processing 6, 1025-1037 (1997)
19. Chanussot, J., Lambert, P.: Extending mathematical morphology to color image processing. In: Int. Conf. on Color in Graphics and Image Proc., pp. 158-163 (2000)
20. Serra, J.: Image Analysis and Mathematical Morphology. Academic Press, Inc., Orlando (1982)
21. Goutsias, J., Heijmans, H.: Mathematical Morphology. IOS Press, Amsterdam (2000)
22. Haralick, R., Sternberg, S., Zhuang, X.: Image analysis using mathematical morphology. IEEE Trans. Pattern Analysis and Machine Intelligence 9, 532-550 (1987)
23. Aptoula, E., Lefèvre, S.: A comparative study on multivariate mathematical morphology. Pattern Recognition 40, 2914-2929 (2007)