Detecting shadows in multi-temporal aerial imagery to support near-real-time change detection

References

• Arévalo, V., J. González, and G. Ambrosio. 2008. “Shadow Detection in Colour High Resolution Satellite Images.” International Journal of Remote Sensing 29 (7): 1945–1963. doi:10.1080/01431160701395302.
   Web of Science ®Google Scholar
• Benediktsson, J. A., and J. R. Sveinsson. 1997. “Feature Extraction for Multisource Data Classification with Artificial Neural Networks.” International Journal of Remote Sensing 18 (4): 727–740. doi:10.1080/014311697218728.
   Web of Science ®Google Scholar
• Besheer, M., and A. Abdelhafiz. 2015. “Modified Invariant Colour Model for Shadow Detection.” International Journal of Remote Sensing 36 (24): 6214–6223. doi:10.1080/01431161.2015.1112930.
   Web of Science ®Google Scholar
• Chen, Y., D. Wen, L. Jing, and P. Shi. 2007. “Shadow Information Recovery in Urban Areas from Very High Resolution Satellite Imagery.” International Journal of Remote Sensing 28 (15): 3249–3254. doi:10.1080/01431160600954621.
   Web of Science ®Google Scholar
• Coulter, L., and D. Stow. 2005. “Detailed Change Detection Using High Spatial Resolution Frame Center Matched Aerial Photography”. In: Proceedings of the 20th Biennial Workshop on Aerial Photography, Videography, and High Resolution Digital Imagery for Resource Assessment, Weslaco, Texas, October 4–6, 2005.
   Google Scholar
• Coulter, L., and D. Stow. 2008. “Assessment of the Spatial Co-Registration of Multitemporal Imagery from Large Format Digital Cameras in the Context of Detailed Change Detection.” Sensors 8: 2161–2173. doi:10.3390/s8042161.
   PubMed Web of Science ®Google Scholar
• Coulter, L., D. Stow, S. Kumar, S. Dua, B. Loveless, G. Fraley, C. Lippitt, and V. Shrivastava. 2012. “Automated Co-Registration of Multitemporal Airborne Frame Images for near Real-Time Change Detection”. Proceedings of the ASPRS 2012 Annual Conference, Sacramento, CA, March 19–23, 2012.
   Google Scholar
• Coulter, L. L., D. A. Stow, and S. Baer. 2003. “A Frame Center Matching Technique for Precise Registration of Multitemporal Airborne Frame Imagery.” IEEE Transactions on Geoscience and Remote Sensing 41 (11): 2436–2444. doi:10.1109/TGRS.2003.819191.
   Web of Science ®Google Scholar
• Coulter, L. L., D. A. Stow, C. D. Lippitt, and G. W. Fraley. 2015. “Repeat Station Imaging for Rapid Airborne Change Detection.” In Time-Sensitive Remote Sensing, 29–43. Springer New York.
   Google Scholar
• Dare, P. M. 2005. “Shadow Analysis in High-Resolution Satellite Imagery of Urban Areas.” Photogrammetric Engineering & Remote Sensing 71 (2): 169–177. doi:10.14358/PERS.71.2.169.
   Web of Science ®Google Scholar
• Fischler, M. A., and R. C. Bolles. 1981. “Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography.” Communications of the ACM 24: 381–395. doi:10.1145/358669.358692.
   Web of Science ®Google Scholar
• Gong, H., and D. Cosker. 2016. “Interactive Removal and Ground Truth for Difficult Shadow Scenes.” Journal of the Optical Society of America A 33 (9): 1798–1811. doi:10.1364/JOSAA.33.001798.
   Google Scholar
• Guo, R., Q. Dai, and D. Hoiem. 2011, June. “Single-Image Shadow Detection and Removal Using Paired Regions”. In Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on, 2033–2040. IEEE.
   Google Scholar
• Guo, R., Q. Dai, and D. Hoiem. 2013. “Paired Regions for Shadow Detection and Removal.” IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (12): 2956–2967. doi:10.1109/TPAMI.2012.214.
   PubMed Web of Science ®Google Scholar
• Huang, Jianjun, Weixin Xie, and Liang Tang. 2004. “Detection Of And Compensation For Shadows In Colored Urban Aerial Images.” 4: 3098–3100.
   Google Scholar
• Huang, W., and M. Bu. 2015. “Detecting Shadows in High-Resolution Remote-Sensing Images of Urban Areas Using Spectral and Spatial Features.” International Journal of Remote Sensing 36 (24): 6224–6244. doi:10.1080/01431161.2015.1113329.
   Web of Science ®Google Scholar
• Jensen, J. R. 2009. Remote Sensing of the Environment: An Earth Resource Perspective 2/E. Pearson Education India.
   Google Scholar
• Jiang, J., Y. Tian, M. Wang, Y. Zheng, and T. Yu. 2013. “A Shadow Detection Algorithm for Remote Sensing Images.” Journal of Computational Information Systems 9 (10): 3783–3790.
   Google Scholar
• Khan, S H.., Mohammed Bennamoun, Ferdous Sohel, and Roberto Togneri. 2016. “Automatic Shadow Detection And Removal From A Single Image.” Ieee Transactions On Pattern Analysis And Machine Intelligence 38 (3): 431–446. doi:10.1109/TPAMI.2015.2462355.
   PubMed Web of Science ®Google Scholar
• Laliberte, A. S., D. M. Browning, and A. Rango. 2012. “A Comparison of Three Feature Selection Methods for Object-Based Classification of Sub-Decimeter Resolution Ultracam-L Imagery.” International Journal of Applied Earth Observation and Geoinformation 15: 70–78. doi:10.1016/j.jag.2011.05.011.
   Web of Science ®Google Scholar
• Li, H., L. Zhang, and H. Shen. 2014. “An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images.” IEEE Transactions on Geoscience and Remote Sensing 52 (1): 106–120. doi:10.1109/TGRS.2012.2236562.
   Web of Science ®Google Scholar
• Lippitt, C. D., and D. Stow. 2015. “Remote Sensing Theory and Time-Sensitive Information Requirements, Book Chapter.” In Time Sensitive Remote Sensing, 1–9. Springer-Verlag.
   Google Scholar
• Liu, W., and F. Yamazaki. 2012. “Object-Based Shadow Extraction and Correction of High-Resolution Optical Satellite Images.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5 (4): 1296–1302. doi:10.1109/JSTARS.2012.2189558.
   Web of Science ®Google Scholar
• Lowe, D. G. 2004. “Distinctive Image Features from Scale-Invariant Keypoints.” International Journal of Computer Vision 60: 91–110. doi:10.1023/B:VISI.0000029664.99615.94.
   Web of Science ®Google Scholar
• Otsu, N. 1975. “A Threshold Selection Method from Gray-Level Histograms.” Automatica 11 (285–296): 23–27.
   Google Scholar
• Sanin, A., C. Sanderson, and B. C. Lovell. 2012. “Shadow Detection: A Survey and Comparative Evaluation of Recent Methods.” Pattern Recognition 45 (4): 1684–1695. doi:10.1016/j.patcog.2011.10.001.
   Web of Science ®Google Scholar
• Schott, J. R., C. Salvaggio, and W. J. Volchok. 1988. “Radiometric Scene Normalization Using Pseudo-Invariant Features.” Remote Sensing of Environment 26: 1–16. doi:10.1016/0034-4257(88)90116-2.
   Web of Science ®Google Scholar
• Shettigara, V. K., and G. M. Sumerling. 1998. “Height Determination of Extended Objects Using Shadows in SPOT Images.” Photogrammetric Engineering and Remote Sensing 64 (1): 35–43.
   Web of Science ®Google Scholar
• Shu, J. S. P., and H. Freeman. 1990. “Cloud Shadow Removal from Aerial Photographs.” Pattern Recognition 23 (6): 647–656. doi:10.1016/0031-3203(90)90040-R.
   Web of Science ®Google Scholar
• Song, C., C. E. Woodcock, K. C. Seto, M. Pax Lenney, and S. A. Macomber. 2001. “Classification and Change Detection Using Landsat TM Data: When and How to Correct Atmospheric Effects?.” Remote Sensing of Environment 75: 230–244. doi:10.1016/S0034-4257(00)00169-3.
   Web of Science ®Google Scholar
• Stow, D. A., L. C. Coulter, C. D. Lippitt, G. MacDonald, R. McCreight, and N. Zamora. 2016. “Evaluation of Geometric Elements of Repeat Station Imaging and Registration.” Photogrammetric Engineering & Remote Sensing 82 (10): 775–789. doi:10.14358/PERS.82.10.775.
   Web of Science ®Google Scholar
• Tsai, V. 2006. “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. doi:10.1109/TGRS.2006.869980.
   Web of Science ®Google Scholar
• Wang, B., A. Ono, K. Muramatsu, and K. Fujiwara. 1999. “Automated Detection and Removal of Clouds and Their Shadows from Landsat TM Images.” IEICE Transactions on Information and Systems 82 (2): 453–460.
   Google Scholar
• Wu, J., and M. E. Bauer. 2013. “Evaluating the Effects of Shadow Detection on Quickbird Image Classification and Spectroradiometric Restoration.” Remote Sensing 5 (9): 4450–4469. doi:10.3390/rs5094450.
   Web of Science ®Google Scholar
• Wu, T. P., C. K. Tang, M. S. Brown, and H. Y. Shum. 2007. “Natural Shadow Matting.” ACM Transactions on Graphics (TOG) 26 (2): 8. doi:10.3390/rs5094450.
   Web of Science ®Google Scholar
• Zhou, W., G. Huang, A. Troy, and M. L. Cadenasso. 2009. “Object-Based Land Cover Classification of Shaded Areas in High Spatial Resolution Imagery of Urban Areas: A Comparison Study.” Remote Sensing of Environment 113 (8): 1769–1777. doi:10.1016/j.rse.2009.04.007.
   Web of Science ®Google Scholar