Multispectral IKONOS image segmentation based on texture marker-controlled watershed algorithm

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 6790, Issue , 2007, Pages

  Xiao, Pengfeng ^a   Feng, Xuezhi ^a   Zhao, Shuhe ^a   She, Jiangfeng ^a  

^a NANJING UNIVERSITY   (China)

Author keywords

IKONOS; Image segmentation; Log Gabor filter; Multispectral; Phase congruency; Texture marking; Watershed transform

Indexed keywords

IMAGE ANALYSIS; IMAGE RESOLUTION; MATHEMATICAL TRANSFORMATIONS; REMOTE SENSING; SIGNAL FILTERING AND PREDICTION; TEXTURES;

LOG GABOR FILTERS; MULTISPECTRAL IMAGES; PHASE CONGRUENCY; TEXTURE MARKING; WATERSHED TRANSFORM;

IMAGE SEGMENTATION;

EID: 42549093077     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.747680     Document Type: Conference Paper

References (19)

1. G. Meinel, M. Neubert, J. Reder, "The potential use of very high resolution satellite data for urban areas - first experiences with IKONOS data, their classification and application in urban planning and environmental monitoring", Remote Sensing of Urban Areas, Regensburger Geographische Schriften, 35, 196-205 (2001).
2. N. R. Pal and S. K. Pal, "A review on image segmentation techniques", Pattern Recognition, 26(9), 1277-1294 (1993).
3. R. L. Kettig and D. A. Landgrebe, "Classification of multispectral image data by extraction and classification of homogeneous objects"', IEEE Transactions on Geoscience Electronics, 14(1), 19-26 (1976).
4. C. Evans, R. Jones, I. Svalbe, M. Berman, "Segmenting multispectral Landsat TM images into field units," IEEE Transactions on Geoscience and Remote Sensing, 40(5), 1054-1064 (2002).
5. A. Sarkar, M. K. Biswas, B. Kartikeyan, V. Kumar, K. L. Majumder, D. K. Pal, "A MRF model-based segmentation approach to classification for multispectral imagery," IEEE Transactions on Geoscience and Remote Sensing, 40(5), 1102-1113 (2002).
6. J. C. Tilton, G. Marchisio, K. Koperski, M. Datcu, "Image information mining utilizing hierarchical segmentation," Proceedings of IEEE International Geoscience and Remote Sensing Symposium, 2, 1029-1031 (2002).
7. G. G. Hazel, "Object-level change detection in spectral imagery," IEEE Transactions on Geoscience and Remote Sensing, 39(3), 553-561 (2001).
8. A. Rydberg and G. Borgefors, "Integrated method for boundary delineation of agricultural fields in multispectral satellite images," IEEE Transactions on Geoscience and Remote Sensing, 39(11), 2514-2520 (2001).
9. G Meinel and M. Neubert, "A comparision of segmentation programs for high resolution remote sensing data", International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXV-B4, 1097-1102 (2004).
10. M. Neubert, H. Herold, G. Meinel, "Evaluation of remote sensing image segmentation quality - further results and concepts", 1st International Conference on Object-based Image Analysis (2006).
11. Y. Zhang, "Problems in the fusion of commercial high-resolution satellite images as well as Landsat 7 images and initial solutions", International Archives of Photogrammetry and Remote Sensing, 34, 236-242 (2002).
12. J. Daugman, "Two dimersional spetral analysis of cortical receptive field profiles", Vision Research, 20, 847-856 (1980).
13. P. Kovesi, "Invariant measures of image features from phase information", PhD thesis of The University of Western Australia (1996).
14. D. J. Field, "Relations between the statistics of natural images and the response properties of cortical cells", Journal of the Optical Society of America A, 4(12), 2379-2394 (1987).
15. M. C. Morrone and R. A. Owens, "Feature Detection from Local Energy", Pattern Recognition Letters, 6(5), 303-313 (1987).
16. Vincent L and Soille P, "Watershed in digital spaces: an efficient algorithm based on immersion simulations", IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(6), 583-598 (1991).
17. Y. J. Zhang, "A survey on evaluation methods for image segmentation", Pattern Recognition, 29(8), 1335-1346 (1996).
18. A. P. Carleer, O. Debeir, E. Wolff, "Assessment of very high spatial resolution satellite image segmentations", Photogrammetric Engineering and Remote Sensing, 71(11), 1285-1294 (2005).
19. K. G. Karantzalos, D. P. Argialas, "Evaluation of selected edge detection techniques in remotely sensed images", Image and Signal Processing for Remote Sensing VIII, Proceedings of the SPIE, 4885, 102-110 (2003).