Extraction of river networks from satellite images by combining mathematical morphology and hydrology

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

Volumn 4673 LNCS, Issue , 2007, Pages 636-644

  Soille, Pierre ^a   Grazzini, Jacopo ^a  

^a JOINT RESEARCH CENTRE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

FEATURE EXTRACTION; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS; RIVERS; SATELLITE IMAGERY;

DIGITAL ELEVATION MODELS; GEODESIC MASKS; RIVER NETWORKS;

IMAGE ANALYSIS;

EID: 38149040910     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74272-2_79     Document Type: Conference Paper

References (19)

1. Geusebroek, J.M., Smeulders, A., Geerts, H.: A minimum cost approach for segmenting networks of lines. Int. J. of Computer Vision 43, 99-111 (2001)
2. Armande, N., Montesinos, P., Monga, O.: Thin nets extraction using a multi-scale approach. Computer Vision and Image Understanding 73, 285-295 (1999)
3. Steger, C.: An unbiased detector of curvilinear structures. IEEE Trans. on Pattern Analysis and Machine Intelligence 20, 113-125 (1998)
4. Zana, F., Klein, J.C.: Segmentation of vessel-like patterns using mathematical morphology and curvature evaluation. IEEE Trans. on Image Processing 10, 1010-1019 (2001)
5. Merlet, N., Zerubia, J.: New prospects in line detection by dynamic programming. IEEE Trans. on Pattern Analysis and Machine Intelligence 18, 426-431 (1996)
6. Mena, J.: State of the art on automatic road extraction for GIS update: A novel classification. Pattern Recognition Letters 24, 3037-3058 (2003)
7. Haralick, R., Wang, S., Shapiro, L., Campbell, J.: Extraction of drainage networks by using the consistent labeling technique. Remote Sensing of Environment 18, 163-175 (1985)
8. Ichoku, C., Karnieli, A., Meisels, A., Chorowicz, J.: Detection of drainage channel networks on digital satellite images. Int. J. of Remote Sensing 17, 1659-1678 (1996)
9. Dillabaugh, C., Niemann, O., Richardson, D.: Semi-automated extraction of rivers from digital imagery. GeoInformatica 6, 263-284 (2002)
10. Soille, P.: Morphological Image Analysis: Principles and Applications, 2nd edn. Springer, Heidelberg (2003)
11. Lantuéjoul, C., Maisonneuve, F.: Geodesic methods in image analysis. Pattern Recognition 17, 177-187 (1984)
12. Soille, P.: Generalized geodesy via geodesic time. Pattern Recognition Letters 15, 1235-1240 (1994) Download a PDF preprint: http://ams.jrc.it/soille/ soille94.pdf
13. Verbeek, P., Verwer, B.: Shading from shape, the eikonal equation solved by greyweighted distance transform. Pattern Recognition Letters 11, 681-690 (1990)
14. Soille, P., Vogt, J., Colombo, R.: Carving and adpative drainage enforcement of grid digital elevation models. Water Resources Research 39, 1366 (2003)
15. Soille, P., Gratin, C.: An efficient algorithm for drainage networks extraction on DEMs. J. of Visual Communication and Image Representation 5, 181-189 (1994)
16. Soille, P.: On morphological operators based on rank filters. Pattern Recognition 35, 527-535 (2002)
17. Soille, P.: Advances in the analysis of topographic features on discrete images. In: Braquelaire, A., Lachaud, J.-O., Vialard, A. (eds.) DGCI 2002. LNCS, vol. 2301, pp. 175-186. Springer, Heidelberg (2002)
18. Colombo, R., Vogt, J., Soille, P., Paracchini, M., de Jager, A.: On the derivation of river networks and catchments at European scale from medium resolution digital elevation data. Catena (2007), Available online (November 22, 2006)
19. Grazzini, J., Chrysoulakis, N.: Extraction of surface properties from a high accuracy DEM using multiscale remote sensing techniques. In: Proc. of the 19th Conf. Informatics for Environmental Protection, Brno, Czech Republic, pp. 352-356 (2005)