Automatic shadow segmentation in aerial color images

Brazilian Symposium of Computer Graphic and Image Processing

Volumn 2003-January, Issue , 2003, Pages 270-277

  Polidorio, A M ^a,b   Flores, F C ^a   Imai, N N ^b   Tommaselli, A M G ^b   Franco, C ^a,b  

^a STATE UNIVERSITY OF MARINGÁ   (Brazil)

^b SÃO PAULO STATE UNIVERSITY UNESP   (Brazil)

Author keywords

Atmospheric modeling; Clustering algorithms; Color; Dispersion; Image segmentation; Image sensors; Mathematical model; Rayleigh scattering; Robustness; Satellites

Indexed keywords

CLUSTERING ALGORITHMS; COLOR; COLOR COMPUTER GRAPHICS; COLOR IMAGE PROCESSING; COMPUTER GRAPHICS; DISPERSION (WAVES); IMAGE SEGMENTATION; IMAGE SENSORS; MATHEMATICAL MODELS; RAYLEIGH SCATTERING; ROBUSTNESS (CONTROL SYSTEMS); SATELLITES;

AERIAL IMAGES; ATMOSPHERIC DISPERSION; ATMOSPHERIC MODEL; FORM CLUSTERS; PHYSICAL MODEL; PHYSICAL PHENOMENA; SHADOW SEGMENTATION; SPECIAL ALGORITHMS;

IMAGE PROCESSING;

EID: 84944452329     PISSN: 15301834     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIBGRA.2003.1241019     Document Type: Conference Paper

References (15)

1. Narashima, S.G. and Nayar, S.K. "Removing Weather Effects from Monochrome Images". Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Hawaii, December 2001.
2. Barnard K. and Finlayson G. "Shadow Identification using Colour Ratios". Proceedings of the IS&T/SID Eight Color Imaging Conference: Color Science, Systems and Applications, pp. 97-101, 2000.
3. Zimmermann, Petra. "Body Building Detection Cues". Institute of Geodesy and Photogrammetry, ETH Zurich. Available in: http://www.photogrammetry.ethz.ch/research/AMOBE/body-building-detection-cues.html. 2001.
4. Adler-Golden. S. M. Matthew, M. W. Anderson, G. P. Felde, G. W. and Gardner, J. "An Algorithm for De-Shadowing Spectral Imagery". AVIRIS Earth Sciences and Applications Workshop, NASA - Jet Propulsion Laboratory, 2002. Available in: http://www.spectral. com/publications.htm.
5. Prati A., Cucchiara R., Mikic I. and Trivedi M. "Analysis and Detection of Shadows in Video Streams: A Comparative Evaluation", Proc. IEEE CVPR, vol. 2, pp. 571-576, 2001.
6. Raviv, D., Pao, Y., and Loparo, K. A. "Reconstruction of Three-Dimensional Binary Images". IEEE Transaction on Robotics and Automation. Vol. 5, No. 5. pp. 701-710, October, 1989.
7. Healy, G. and D. Slater. "Models and Methods for Automated Material Identification in Hyperspectral Imagery Acquired Under Unknown Illumination and Atmospheric Conditions". IEE Transaction Geoscience Remote Sensing, Vol. 37, pp. 2706-2717, 1999.
8. Adler-Golden, S.M., Levine, R.Y., Matthew, M.W., Richtsmeier, S.C., Bernstein, L.S., Gruninger, J., Felde, G., Hoke, M., Anderson, G.P., and Ratkowski, A. "Shadow-Insensitive Material Detection/Classification with Atmospherically Corrected Hyperspectral Imagery". Proc. of SPIE, Orlando, FL, Vol. 4381, 2001.
9. Slater, Philip N. "Photographic Systems For Remote Sensing" in Reeves, Robert G., and Janza, J. Frank (editors). Manual of Remote Sensing. Vol. I. The American Society of Photogrammetry, 1975.
10. Trivedi, M. M. "Analysis of High-Resolution Aerial Images". In Kasturi, R and Trivedi, M. M. (editors). Image Analysis Applications. Marcel Dekker Inc. pp. 281-305, 1990.
11. Kaufman, Y. J., Tanré, D., Dubovik O., Karnieli, A. and Remer, L. A. "Absorption of sunlight by dust as inferred from satellite and ground-based remote sensing". Geophysical Research Letters, Vol. 28, No. 8, pp.1479-1482,2001.
12. Cox, A. J., DeWeerd A. J., Linden, J. "An experiment to measure Mie and Rayleigh total scattering cross sections", Am. J. Phys. Vol. 70 (6), pp. 620-625, June 2002.
13. Bohren, F. Craig. Scattering in the Atmosphere. Spie Press. 1989.
14. Hulst, Van De. Light Scattering by Small Particles. John Wiley and Sons, 1957.
15. nd edition, John Wiley and Sons, 1991.