Shadow detection of the high-resolution remote sensing image based on pulse coupled neural network

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8006, Issue , 2011, Pages

  Huang, Wei ^a   Xiao, Yu ^a   Lu, Shan ^a  

^a SHANGHAI UNIVERSITY   (China)

Author keywords

PCNN; Remote sensing image; Shadow detection; Shadow feature map

Indexed keywords

FEATURE MAP; HIGH RESOLUTION REMOTE SENSING; MAX ENTROPY; OPTIMAL DETECTION; PCNN; PULSE COUPLED NEURAL NETWORK; REMOTE SENSING IMAGE; SHADOW DETECTIONS; SPATIAL LOCATION; THRESHOLD MODEL;

GEOGRAPHIC INFORMATION SYSTEMS; IMAGE RECONSTRUCTION; INFORMATION SYSTEMS; PIXELS; REMOTE SENSING;

NEURAL NETWORKS;

EID: 84255166758     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.901852     Document Type: Conference Paper

References (15)

1. Fang ju Wang, "Fuzzy Supervised Classification of Remote Sensing Images", IEEE Transaction on Geo-science and Remote Sensing, 28(2), 194-201 (1990).
2. J. A. Benediktsson and J. R. Sveinsson., "Feature extraction for multisource data classification with artificial neural networks". International Journal of Remote Sensing, 18 (4), 727-740 (1997).
3. J. Huang, W. Xie, and L. Tang, "Detection of and compensation for shadows in colored urban aerial images", Proceeding of the 5th World Congress on Intelligent Control and Automation, Hangzhou, China, (2004).
4. Kuo-Liang Chung, "Efficient Shadow Detection of Color Aerial Images Based on Successive Thresholding Scheme", IEEE Trans. Geoscience. Remote Sensing, 47(2), 671-682 (2009).
5. Z. Qing and X. Huang, "A New Shadow Extraction Method from Color Aerial Images Based on Dempster-Shafer Evidence Theory", Acta Automatica Sinica, 33(6), 588-595 (2007).
6. BI Ying-wei and QIU Tian-shuang, "An Adaptive Image Segmentation Method Based on a Simplified PCNN", Acta Electronica Sinica, 33(4), 647-650 (2005). (Pubitemid 40822965)
7. GU Xiao-dong and YU Dao-heng, "PCNN's Principles and Applications", Journal of Circuits and Systems, 33(4), 45-50 (2005).
8. Ma Yide and Dai Ruonan, "Automated image segmentation using pulse coupled neural networks and image's entropy", JOURNAL OF CHINA INSTITUTE OF COMMUNICATIONS, 23(1), 46-51 (2002).
9. V. J. D. Tsai, "A comparative study on shadow compensation of color aerial images in invariant color models", IEEE Trans. Geoscience. Remote Sensing, 44(6), 1661-1671 (2006). (Pubitemid 43824511)
10. John L. Johnson, Mary Lou Padgett, "PCNN Models and Applications", IEEE Trans. Neural Networks, 10(3), 480- 498 (1999).
11. Eckhorn R, Reitboeck H J, Arndt M, and Dicke PW. "A neural network for future linking via synchronous activity: Results from cat visual cortex and from simulations". Cotterill R M J, Ed. models of Brain Function, Cambridge, UK: Cambridge Uinv.Press, 255-272 (1989).
12. Airton M. Polidorio, F.C. Flores, "Automatic Shadow Segmentation in Aerial Color Images", Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'03), 270-277 (2003).
13. Otsu N., "A threshold selection method from gray level histograms", IEEE Trans. on Systems, Man &Cybernetics, 9(1), 62 - 66 (1979). (Pubitemid 9413341)
14. He Kai, Zhao Hong-ying, Liu Jin-jin and Wang Chen-you, "Shadow Removal of City's Remote Sensing Image Based on Fractal and Texture Analysis", Journal of Tianjin University of China, 41(7), 800-804 (2008).
15. Daisuke Miyyazaki, Yasuyuki Matsuhita and Katsushi Ikeuchi, "Interactive Removal of Shadows from a Single Image Using Hierarchical Graph Cut", IPSJ Trans. On Computer Vision Applications, 2, 235-252 (2010).