Building a water feature extraction model by integrating aerial image and lidar point clouds

International Journal of Remote Sensing

Volumn 34, Issue 21, 2013, Pages 7691-7705

  Wu, Hangbin ^a,b   Liu, Chun ^a,b   Zhang, Yunling ^a,c   Sun, Weiwei ^a   Li, Weiyue ^a  

^a TONGJI UNIVERSITY   (China)

^b Key Laboratory of Advanced Engineering Surveying of NASMG   (China)

^c INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ANTENNAS; CLASSIFICATION (OF INFORMATION); HYDROPHILICITY; IMAGE PROCESSING; IMAGE RESOLUTION; MATRIX ALGEBRA; MAXIMUM LIKELIHOOD; OPTICAL RADAR; PIXELS; TIN;

AIRBORNE LIDAR SYSTEMS; CONFUSION MATRICES; LIGHT DETECTION AND RANGING; MAXIMUM LIKELIHOOD CLASSIFICATIONS; MEAN SHIFT ALGORITHM; MULTIDIMENSIONAL DATA; SPECTRAL CHARACTERISTICS; TRIANGULATED IRREGULAR NETWORKS;

EXTRACTION;

AERIAL PHOTOGRAPHY; ALGORITHM; IMAGE ANALYSIS; IMAGE CLASSIFICATION; LIDAR; NUMERICAL MODEL; PATTERN RECOGNITION; TRIANGULATED IRREGULAR NETWORK;

EID: 84884478677     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2013.823674     Document Type: Article

References (27)

1. Ahn, Y., and P. Shanmugam. 2006. "Detecting the Red Tide Algal Blooms from Satellite Ocean Color Observations in Optically Complex Northeast-Asia Coastal Waters." Remote Sensing of Environment 103: 419-437.
2. Anderson, M. C., R. G. Allen, A. Morse, and W. P. Kustas. 2012. "Use of Landsat Thermal Imagery in Monitoring Evapotranspiration and Managing Water Resources." Remote Sensing of Environment 122: 50-65. doi:10.1016/j.rse.2011.08.025.
3. Barton, I. J., and J. M. Bathols. 1989. "Monitoring Floods with AVHRR." Remote Sensing of Environment 30: 89-94.
4. Chen, X. L., X. B. Cai, and H. Li. 2007. "Expert Classification Method Based on Patch-Based Neighborhood Searching Algorithm." Geo-Spatial Information Science 10: 37-43.
5. Cheng, Y. Z. 1995. "Mean Shift, Mode Seeking, and Clustering." IEEE Transactions on Pattern Analysis and Machine Intelligence 17: 790-799.
6. Clark, R. N., G. A. Swayze, R. Wise, K. E. Livo, T. M. Hoefen, R. F. Kokaly, and S. J. Sutley. 2007. USGS Digital Spectral Library splib06a. U.S. Geological Survey, Data Series 231.
7. Dorin, C., and M. Peter. 2002. "Mean Shift: A Robust Approach Toward Feature Space Analysis." IEEE Transactions on Pattern Analysis and Machine Intelligence 24: 603-618.
8. Du, J. K., Y. S. Huang, X. Z. Feng, and Z. L. Wang. 2001. "Study on Water Bodies Extraction and Classification from SPOT Image." Journal of Remote Sensing 5: 214-219.
9. Dwyer, R. A. 1987. "A Faster Divide-and-Conquer Algorithm for Constructing Delaunay Triangulations." Algorithmica 2: 137-151.
10. Fukunaga, K., and L. D. Hostetler. 1975. "The Estimation of the Gradient of a Density Function, with Applications in Pattern Recognition." IEEE Transactions Information Theory 21: 32-40.
11. Guibas, L., and J. Stolfi. 1985. "Primitives for the Manipulation of General Subdivisions and the Computation of Voronoi Diagrams." ACM Transactions on Graphics 4: 75-123.
12. Horwitz, H. M., R. F. Nalepka, P. D. Hyde, and J. P. Morgenstern. 1971. "Estimating the Proportions of Objects Within a Single Resolution Element of a Mulitispectral Scanner". Proceedings of 7th International Symposium on Remote Sensing of Environment, University of Michigan, Ann Arbor 2 (A72-11776 02-13): 1307-1320.
13. Hu, C. M., F. E. Muller-Karger, C. J. Taylor, K. L. Carder, C. Kelble, E. Johns, and C. A. Heil. 2005. "Red Tide Detection and Tracing Using MODIS Fluorescence Data: A Regional Example in SW Florida Coastal Waters." Remote Sensing of Environment 97: 311-332.
14. Liu, Y. L., S. Y. Ya, and T. Wang. 2003. "Study on Image Interactive Interpretation Technology and its Applications." Geography and Geo-Information Science 19: 27-31.
15. Luo, J. C., C. H. Zhou, and Y. Yang. 2001. "ANN Remote Sensing Classification Model and Its Integration Approach with Geo-Knowledge." Journal of Remote Sensing 5: 122-129.
16. Mcfeeters, S. K. 1996. "The Use of Normalized Difference Water Index (NDWI) in the Delineation of Open Water Features." International Journal of Remote Sensing 17: 1425-1432.
17. Munday, J. C., and J. T. Alföldi. 1979. "LANDSAT Test of Diffuse Reflectance Models for Aquatic Suspended Solids Measurement." Remote Sensing of Environment 8: 169-183.
18. Ordoyne, C., and Friedl, M. A. 2008. "Using MODIS Data to Characterize Seasonal Inundation Patterns in the Florida Everglades." Remote Sensing of Environment 112: 4107-4119.
19. Ouma, Y. O., and I. R. Tateish. 2006. "A Water Index for Rapid Mapping of Shoreline Changes of Five East African Rift Valley Lakes: An Empirical Analysis Using Landsat TM and ETM+ Data." International Journal of Remote Sensing 27: 3153-3181.
20. Sabins, F. F. 1996. Remote Sensing: Principles and Interpretations. New York: W.H. Freeman.
21. Seidel, R. 1995. "The Upper Bound Theorem for Polytopes: An Easy Proof of Its Asymptotic Version." Computational Geometry 2: 115-116. doi:10.1016/0925-7721(95)00013-Y.
22. Steuer, H., U. Schäffler, and A. Gross. 2011. "Detection of Standing Water Bodies in LiDAR-Data". In Proceedings of Earth Observations of Global Changes EOGC 2011, Munich.
23. Wang, Z. Y., H. C. Ma, H. G. Xu, and J. G. Peng. 2010. "A Method for Extracting Water Contour Lines from LiDAR Point Clouds Data." Geomatics and Information Science of Wuhan University 35: 432-435.
24. Work, E. A., and F. J. Thomson. 1974. A Study of Waterfowl Habitat in North Dakota Using Remote Sensing Techniques, Phase II. Ann Arbor, MI: Environmental Research Institute of Michigan.
25. Zhang, Y. J., L. Wu, L. W. Lin, and J. P. Zhao. 2010. "Automatic Water Body Extraction Based on Lidar Data and Aerial Images." Geomatics and Information Science of Wuhan University 35: 936-940.
26. Zhang, Z. M., Y. G. Ma, and X. Y. Chang. 2001. "Fuzzy Mathematics's Application in the Panchromatic Aerial Image Classification." Journal of Institute of Surveying and Mapping 18: 186-188.
27. Zhao, S. H., X. Z. Feng, and J. K. Yu. 2003. "Methods of Water Information Extraction of CBERS-1." Journal of Nanjing University (Natural Sciences) 39: 106-112.