Mapping shadows in very high-resolution satellite data using HSV and edge detection techniques

Applied Geomatics

Volumn 5, Issue 4, 2013, Pages 299-310

  Bhaskaran, Sunil ^a   Devi, Swaroopa ^b   Bhatia, Sanjiv ^b   Samal, Ashok ^c   Brown, Leroy ^a  

^a BRONX COMMUNITY COLLEGE   (United States)

^b UNIVERSITY OF MISSOURI ST LOUIS   (United States)

^c UNIVERSITY OF NEBRASKA LINCOLN   (United States)

Author keywords

Image processing; Remote sensing; Shadow detection; Shadow removal

Indexed keywords

DETECTION METHOD; DIGITAL MAPPING; MAPPING METHOD; SATELLITE DATA; SATELLITE IMAGERY; SPATIAL RESOLUTION; TIME SERIES ANALYSIS;

NEW YORK [NEW YORK (STT)]; NEW YORK [UNITED STATES]; UNITED STATES;

EID: 84888624244     PISSN: 18669298     EISSN: 1866928X     Source Type: Journal    
DOI: 10.1007/s12518-013-0118-4     Document Type: Article

References (23)

1. Arellano P (2003) Missing information in remote sensing: wavelet approach to detect and remove clouds and their shadows. International Institute for Geo-Information Science and Earth Observation, Enschede, The Netherlands
2. Arevalo V, Gonzalez J, Ambrosio G (2008) Shadow detection in colour high-resolution satellite images. Int J Remote Sens 29(7):1945-1963
3. Asner GP, Warner AS (2003) Canopy shadow in IKONOS satellite observations of tropical forests and savannas. Remote Sens Environ 87(4):521-533
4. Bhaskaran S, Ramnarayan M, Paramananda S (2011) Determination of optimal scale parameters for segmentation of urban features from multispectral IKONOS imagery. Asian J Geoinformatics 11(2)
5. Chung K-L, Lin Y-R, Huang Y-H (2009) Efficient shadow detection of color aerial images based on successive thresholding scheme. IEEE Trans Geosci Remote Sens 47(2):671-682
6. Cucchiara R, Grana C, Piccardi M, Prati A, Sirotti S (2001) Improving shadow suppression in moving object detection with HSV color information. Proceedings of the IEEE Conference on Intelligent Transport Systems, pp 334-339
7. Dare PM (2005) Shadow analysis in high-resolution satellite imagery of urban areas. Photogramm Eng Remote Sens 71:169-177
8. Giles PT (2001) Remote sensing and cast shadows in mountainous terrain. Photogramm Eng Remote Sens 67(7):833-839
9. Gonzalez RC, Woods RE (2008) Digital image processing. Pearson Prentice Hall, Upper Saddle River, NJ
10. Guo J, Liang L, Gong P (2010) Removing shadows from Google Earth images. Int J Remote Sens 31(6):1379-1389
11. Li Y, Gong P, Sasagawa T (2005) Integrated shadow removal based on photogrammetry and image analysis. Int J Remote Sens 26(18):3911-3929
12. Lo K-H, Yang M-T (2006) Shadow detection by integrating multiple features. Proceedings of the 18th International Conference on Pattern Recognition, 1, pp 743-746
13. Lu D (2007) Detection and substitution of clouds/hazes and their cast shadows on IKONOS images. Int J Remote Sens 28(18):4027-4035
14. Ollis M, Stentz A (1997) Vision-based perception for an automated harvester. IROS '97: Proceedings of the 1997 IEEE/RSJ International Conference on Intelligent Robots and Systems, 3. Grenoble, France, pp 1838-1844
15. Ozdemir I (2008) Estimating stem volume by tree crown area and tree shadow area extracted from pan-sharpened QuickBird imagery in open Crimean junior forests. Int J Remote Sens 29(19):5643-5655
16. Poynton C (1996) A technical introduction to digital video. Wiley, New York
17. Premože S, Thompson WB, Shirley P (1999) Geospecific rendering of Alpine terrain. In: Lischinski D, Larson GW (eds) Rendering techniques. Springer, Vienna, pp 107-118
18. Richter R, Muller A (2005) De-shadowing of satellite/airborne imagery. Int J Remote Sens 26(15):3137-3148
19. Simpson JJ, Zhonghai J, Stitt JR (2000) Cloud shadow detection under arbitrary viewing and illumination conditions. IEEE Trans Geosci Remote Sens 38(2):972-976
20. Singh KK, Pal K, Nigam MJ (2012) Shadow detection and removal from remote sensing images using NDI and morphological operators. Int J Comput Appl 42(10):37-40
21. Xu L, Qi F, Jiang R, Hao Y, Wu G (2006) Shadow detection and removal in real images: a survey. Computer Vision Lab, Dept. of Computer Science and Engineering, Shanghai JiaoTong University, Shanghai
22. Young SD, Kakarlapudi S, Uijt de Haag M (2005) A shadow detection and extraction algorithm using digital elevation models and x-band weather radar measurements. Int J Remote Sens 26(8):1531-1549
23. Zhou W, Huang G, Troy A, Cadenasso ML (2009) Object-based land cover classification of shaded areas in high spatial resolution imagery of urban areas. Remote Sens Environ 113:1769-1777