Shadow modelling based upon Rayleigh scattering and Mie theory

Pattern Recognition Letters

Volumn 43, Issue 1, 2014, Pages 89-97

  Gu, Lin ^a   Robles Kelly, Antonio ^a,b  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b CSIRO   (Australia)

Author keywords

Light scattering; Shadow detection; Shadow removal

Indexed keywords

IMAGE SEGMENTATION; LIGHT SCATTERING;

ACTIVE CONTOURS; LINEAR COMBINATIONS; MIE THEORY; OUTDOOR SCENES; REAL-WORLD; SHADOW DETECTIONS; SHADOW REMOVAL; TIME COMPLEXITY;

RAYLEIGH SCATTERING;

EID: 84898999698     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2013.10.020     Document Type: Article

References (37)

1. R. Basri, and D.W. Jacobs Lambertian reflectance and linear subspaces IEEE Transactions on Pattern Analysis and Machine Intelligence 25 2 2003 218 233
2. A. Blake, and M. Isard Active Contours: The Application of Techniques from Graphics, Vision, Control Theory and Statistics to Visual Tracking of Shapes in Motion 1998 Springer-Verlag
3. J. Canny A computational approach to edge detection IEEE Transactions on Pattern Analysis and Machine Intelligence 8 6 1986 679 698
4. Caselles, V., Kimmel, R., Sapiro, G., 1995. Geodesic active contours. In: International Conference on Computer Vision, pp. 694-699.
5. T.F. Chan, and L.A. Vese Active contours without edges IEEE Transactions on Image Processing 10 2 2001 266 277 (Pubitemid 32254596)
6. Q. Chen, D. Li, and C. Tang KNN matting IEEE Transactions on Pattern Analysis and Machine Intelligence 35 9 2013 2175 2188
7. CIE, 2002. Spatial distribution of daylight - CIE standard general sky. Technical report, The International Commission on Illumination.
8. R. Cucchiara, C. Grana, M. Piccardi, and A. Prati Detecting moving objects, ghosts, and shadows in video streams IEEE Transactions on Pattern Analysis and Machine Intelligence 25 10 2003 1337 1342
9. L.Z. Fang, W.Y. Qiong, and Y.Z. Sheng A method to segment moving vehicle cast shadow based on wavelet transform Pattern Recognition Letters 29 16 2008 2182 2188
10. G. Finlayson, M. Drew, and C. Lu Entropy minimization for shadow removal International Journal of Computer Vision 85 1 2009 35 57
11. D. Foster, K. Amano, S.M.C. Nascimento, and M. Foster Frequency of metamerism in natural scenes Journal of the Optical Society of America A 23 10 2006 2359 2372 (Pubitemid 44781638)
12. Funka-Lea, G., Bajcsy, R, 1995. Combining color and geometry for the active, visual recognition of shadows. In: International Conference on Computer Vision, pp. 203-209.
13. Gu, L., Robles-Kelly, A., 2012. Shadow detection via Rayleigh scattering and Mie theory. In: International Conference on Pattern Recognition, pp. 2165-2168
14. Guo, R., Dai, Q., Hoiem, D., 2011. Single-image shadow detection and removal using paired regions. In: Conference on Computer Vision and Pattern Recognition.
15. J.W. Hsieh, W.F. Hu, C.J. Chang, and Y.S. Chen Shadow elimination for effective moving object detection by gaussian shadow modeling Image and Vision Computing 21 6 2003 505 516
16. M. Kerker The Scattering of Light, and Other Electromagnetic Radiation 1969 Academic Press
17. D.C. Knill, D. Kersten, and P. Mamassian Geometry of shadows Journal of the Optical Society of America A 14 12 1997 3216 3232 (Pubitemid 127573864)
18. Kosecka, J., Zhang, W., 2002. Video compass. In: European Conference on Computer Vision, pp. 476-490.
19. Lalonde, J., Efros, A., Narasimhan, S., 2010. Detecting ground shadows in outdoor consumer photographs. In: European Conference on Computer Vision, 2010.
20. J. Lalonde, A.A. Efros, and S.G. Narasimhan Estimating the natural illumination conditions from a single outdoor image International Journal of Computer Vision 98 2 2012 123 145
21. A. Leone, and C. Distante Shadow detection for moving objects based on texture analysis Pattern Recognition 40 4 2007 1222 1233 (Pubitemid 44894486)
22. Martel-Brisson, N., Zaccarin, A., 2005. Moving cast shadow detection from a gaussian mixture shadow model. In: Computer Vision and Pattern Recognition, pp. 643-648.
23. M. Minnaert Light and Color in the Open Air 1954 Dover
24. S.G. Narasimhan, and S.K. Nayar Vision and the atmosphere International Journal of Computer Vision 48 3 2002 233 254 (Pubitemid 34959710)
25. Narasimhan, S.G., Nayar, S.K., 2003. Shedding light on the weather. In: Computer Vision and Pattern Recognition, pp. 665-672
26. Porikli, F., Thornton, J., 2005. Shadow flow: a recursive method to learn moving cast shadows. In: International Conference on Computer Vision, pp. 891-898. (Pubitemid 44055050)
27. Preetham, A.J., Shirley, P., Smits, B., 1999. A practical analytic model for daylight. In: Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH '99, pp. 91-100.
28. Ramamoorthi, R., Hanrahan, P., 2001. A signal-processing framework for inverse rendering. In: Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH '01, pp. 117-128. (Pubitemid 33047296)
29. E. Salvador, A. Cavallaro, and T. Ebrahimi Cast shadow segmentation using invariant color features Computer Vision and Image Understanding 95 2 2004 238 259
30. Sanin, A., Sanderson, C., Lovel, B.C., 2010. Improved shadow removal for robust person tracking in surveillance scenarios. In: International Conference on Pattern Recognition, pp. 141-144.
31. Shen, L., Tan, P., 2009. Photometric stereo and weather estimation using internet images. In: Computer Vision and Pattern Recognition, pp. 1850-1857.
32. J. Tian, J. Sun, and Y. Tang Tricolor attenuation model for shadow detection IEEE Transactions on Image Processing 18 10 2009 2355 2363
33. Y. Wang, K.F. Loe, and J.K. Wu A dynamic conditional random field model for foreground and shadow segmentation IEEE Transactions on Pattern Analysis and Machine Intelligence 28 2 2006 279 289 (Pubitemid 46395294)
34. Wu, T.P., Tang, C.K., 2005. A bayesian approach for shadow extraction from a single image. In: International Conference on Computer Vision, pp. 480-487.
35. T.P. Wu, C.K. Tang, M.S. Brown, and H.Y. Shum Natural shadow matting ACM Transactions on Graphics 26 2 2007
36. G. Wyszecki, and W.S. Stiles Color Science: Concepts and Methods, Quantitative Data and Formulae 2000 Wiley
37. K. Zhang, L. Zhang, H. Song, and W. Zhou Active contours with selective local or global segmentation: a new formulation and level set method Image and Vision Computing 28 4 2010 668 676