Object-based shadow extraction and correction of high-resolution optical satellite images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Volumn 5, Issue 4, 2012, Pages 1296-1302

  Liu, Wen ^a   Yamazaki, Fumio ^a  

^a CHIBA UNIVERSITY   (Japan)

Author keywords

Image enhancement; image segmentation; object detection; optical image processing; radiometry

Indexed keywords

BRIGHTNESS VALUES; CHANGE DETECTION; CLASSIFICATION METHODS; HIGH-RESOLUTION OPTICAL SATELLITE IMAGES; LAND-COVER CLASSIFICATION; LINEAR FUNCTIONS; OBJECT BASED; OBJECT DETECTION; OPTICAL IMAGE PROCESSING; OPTICAL IMAGERY; QUICKBIRD; RADIANCE MEASUREMENT; REMOTE SENSING IMAGES; SEMI-AUTOMATED; SHADOW DETECTIONS; SPECTRAL CHARACTERISTICS; TOKYO , JAPAN;

GEOMETRICAL OPTICS; IMAGE ENHANCEMENT; IMAGE RECONSTRUCTION; IMAGE SEGMENTATION; RADIOMETRY;

OPTICAL DATA PROCESSING;

DETECTION METHOD; ERROR CORRECTION; IMAGE PROCESSING; IMAGE RESOLUTION; LAND CLASSIFICATION; LAND COVER; QUICKBIRD; RADIANCE; RADIOMETER; REMOTE SENSING; SATELLITE IMAGERY;

EID: 84864770154     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2012.2189558     Document Type: Article

References (16)

1. J. S. Shu and H. Freeman, "Cloud shadow removal from aerial photographs," Pattern Recognit., vol. 23, no. 6, pp. 647-656, 1990.
2. V. K. Shettigara and G. M. Sumerling, "Height determination of extended objects using shadows in SPOT images," Photogramm. Eng. Remote Sens., vol. 64, no. 1, pp. 35-44, 1998. (Pubitemid 28111147)
3. X. Huang and L. Zhang, "Morphological building/shadow index for building extraction from high-resolution imagery over urban areas," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. (JSTARS), vol. 5, no. 1, pp. 161-172, Feb. 2012.
4. P. M. Dare, "Shadow analysis in high-resolution satellite imagery of urban areas," Photogramm. Eng. Remote Sens., vol. 71, no. 2, pp. 169-177, 2005. (Pubitemid 40199570)
5. P. Sarabandi, F. Yamazaki, M. Matsuoka, and A. Kiremidjian, "Shadow detection and radiometric restoration in satellite high resolution images," in Proc. IEEE 2004 Int. Geoscience and Remote Sensing Symp. (IGARSS), 2004, vol. 6, pp. 3744-3747. (Pubitemid 40437503)
6. Y. Li, T. Sasagawa, and P. Gong, "Integrated shadow removal based on photogrammetry and image analysis," Int. J. Remote Sens., vol. 26, no. 18, pp. 3911-3929, 2005. (Pubitemid 41601679)
7. J. Y. Rau, N. Y. Chen, and L. C. Chen, "True orthophoto generation of built-up areas using multi-view images," Photogramm. Eng. Remote Sens., vol. 68, no. 6, pp. 581-588, 2002.
8. M. Song and D. L. Civco, "A knowledge-based approach for reducing cloud and shadow," presented at the 2002 ASPRS-ACSM Annu. Conf. and FIG XXII Congr., Washington, DC, 2002.
9. K. Kouchi and F. Yamazaki, "Characteristics of tsunami-affected areas in moderate-resolution satellite images," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 6, pp. 1650-1657, 2007. (Pubitemid 46853279)
10. W.Zhou, G. Huang, A. Troy, andM.L. Cadenasso, "Object-based land cover classification of shaded areas in high spatial resolution imagery of urban area: A comparison study," Remote Sens. Environ., vol. 113, no. 8, pp. 1769-1777, 2009.
11. Definiens [Online]. Available: www.ecognition.com
12. K. Navulur, Multispectral Image Analysis Using the Object-Oriented Paradigm. Boca Raton, FL: CRC Press, 2006, ch. 4, pp. 20-21.
13. M. Baatz and A. Schäpe, "Multiresolution Segmentation: An Optimization Approach for High Quality Multi-Scale Image Segmentation," 2000 [Online]. Available: http://www.ecognition.cc/download/baatz-schaepe.pdf
14. T. Nakajima, T. Guo, and Y. Yasuoka, "Simulated recovery of information in shadow areas on IKONOS image by combing ALS data," presented at the 23rd Asian Conf. Remote Sensing (ACRS), Kathmandu, Nepal, 2002.
15. Y.Chen,D.Wen, L. Jing, and P. Shi, "Shadow information recovery in urban areas from very high resolution satellite imagery," Int. J. Remote Sens., vol. 28, no. 15, pp. 3249-3254, 2007. (Pubitemid 47208985)
16. Q. Zhan,W. Shi, and Y. Xiao, "Quantitative analysis of shadow effects in high-resolution images of urban areas," Int. Archives Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 36, pt. 8/W27, 2005.