Illumination and shadow compensation of hyperspectral images using a digital surface model and non-linear least squares estimation

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8180, Issue , 2011, Pages

  Friman, Ola ^a   Tolt, Gustav ^a   Ahlberg, Jörgen ^b  

^a SWEDISH DEFENCE RESEARCH AGENCY   (Sweden)

^b Termisk Systemteknik AB   (Sweden)

Author keywords

digital surface model; hyperspectral; illumination model; shadows

Indexed keywords

3D DATA; AIRBORNE PLATFORMS; DIGITAL SURFACE MODELS; ELECTRO-OPTICAL; HYPER-SPECTRAL IMAGES; HYPERSPECTRAL; HYPERSPECTRAL DATA; HYPERSPECTRAL IMAGING; ILLUMINATION MODEL; INCIDENT LIGHT; LIGHT CONDITIONS; MATERIAL CLASSIFICATION; NON-LINEAR LEAST SQUARES; OBJECT DETECTION; SHADOWS; WAVELENGTH RANGES;

ATMOSPHERICS; OPTICAL RADAR; REMOTE SENSING; SIGNAL PROCESSING;

SURFACES;

EID: 81755164029     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.898084     Document Type: Conference Paper

References (20)

1. Shu, J.-P. and Freeman, H., "Cloud shadow removal from aerial photographs," Pattern Recognition 23(6), 647-656 (1990).
2. Rossi, R., Dungan, J., and Beck, L., "Kriging in the shadows: geostatistical interpolation for remote sensing,"Remote Sensing of Environment 49(1), 32-40 (1994).
3. Simpson, J. and Stitt, J., "A procedure for the detection and removal of cloud shadow from AVHRR data over land," IEEE Transactions on Geoscience and Remote Sensing 36(2), 880-897 (1998).
4. Richter, R., "Correction of satellite imagery over mountainous terrain," Applied Optics 37(18), 4004-4015 (1998).
5. Li, Y., Sasawaga, T., and Gong, P., "A system of the shadow detection and shadow restoration for high resolution city aerial photo," Proceedings of the XXth International Society for Photogrammetry and Remote Sensing Congress, 802-807 (2004).
6. Li, Y., Sasawaga, T., and Gong, P., "Integrated shadow removal based on photogrammetry and image analysis," International Journal of Remote Sensing 26(18), 3911-3929 (2005).
7. Rau, J.-Y., Chen, N.-Y., and Chen, L.-C., "True orthophoto generation of built-up areas using multi-view images," Photogrammetric Engineering & Remote Sensing 68(6), 581-588 (2002).
8. Sohn, H.-G. and Yun, K.-H., "Shadow-effect correction in aerial color imagery," Photogrammetric Engineering and Remote Sensing 74(5), 611-618 (2008).
9. Dare, P., "Shadow analysis in high-resolution satellite imagery of urban areas," Photogrammetric Engineering and Remote Sensing 71(2), 169-177 (2005).
10. Chen, Y., Wen, D., Jing, L., and Shi, P., "Shadow information recovery in urban areas from very high resolution satellite imagery," International Journal of Remote Sensing 28(15), 3249-3254 (2007).
11. Sarabandi, P., Yamazaki, F., Matsuoka, M., and Kiremidjian, A., "Shadow detection and radiometric restoration in satellite high resolution images," Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 3744-3747 (2004).
12. Tsai, V., "A comparative study on shadow compensation of color aerial images in invariant color models,"IEEE Transactions on Geoscience and Remote Sensing 44(6), 1661-1671 (2006).
13. Aytekin, C. and Alatan, A., "A novel shadow restoration algorithm based on atmospheric effects for aerial images," Proceedings of 2010 IEEE 17th International Conference on Image Processing, 401-404 (2010).
14. Massalabi, A., He, D., and Beaudry, G., "Restitution of information under shadow in remote sensing high space resolution images: Application to IKONOS data of Sherbrooke city," Proceedings of the XXth International Society for Photogrammetry and Remote Sensing Congress (2004).
15. J.M. Scanlan, D. C. and Christiansen, R., "A shadow detection and restoration algorithm for 2-D images,"International Conference on Acoustics, Speech, and Signal Processing, 2057-2060 (1990).
16. Davenport, M. and Ressl, W., "Shadow removal in hyperspectral imagery," Proceedings of the International Symposium on Spectral Sensing Research (1999).
17. Adler-Golden, S., Levine, R., Matthew, M., Richtsmeier, S., Bernstein, L., Gruninger, J., Felde, G., Hoke, M., Anderson, G., and Ratkowski, A., "Shadow-insensitive material detection/classification with atmospherically corrected hyperspectral imagery," Proceedings of SPIE Vol. 4381, Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VII, 460-469 (2001).
18. Richter, R. and Müller, A., "De-shadowing of satellite/airborne imagery," International Journal of Remote Sensing 26(15), 3137-3148 (2005).
19. Lacherade, S., Miesch, C., Boldo, D., Briottet, X., Valorge, C., and Men, H. L., "ICARE: A physically-based model to correct atmospheric and geometric effects from high spatial and spectral remote sensing images over 3D urban areas," Meteorology and Atmospheric Physics 102(3-4), 209-222 (2008).
20. Tolt, G., Shimoni, M., and Ahlberg, J., "A shadow detection method for remote sensing images using VHR hyperspectral and LIDAR data," Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium (2011).