Depth-of-field-based alpha-matte extraction

Proceedings - APGV 2005: 2nd Symposium on Applied Perception in Graphics and Visualization

Volumn , Issue , 2005, Pages 95-102

  Reinhard, Erik ^a,b   Khan, Erum Arif ^a,b  

^a UNIVERSITY OF CENTRAL FLORIDA   (United States)

^b University of Central Florida   (United States)

Author keywords

Alpha mattes; Depth of field; High dynamic range imaging; Human visual perception

Indexed keywords

ALPHA-MATTES; DEPTH OF FIELD; HIGH DYNAMIC RANGE IMAGING; HUMAN VISUAL PERCEPTION;

ALGORITHMS; COMPUTER GRAPHICS; IMAGE ANALYSIS; IMAGING SYSTEMS;

SENSORY PERCEPTION;

EID: 29344466725     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1080402.1080419     Document Type: Conference Paper

References (50)

1. ADELSON, E. H. 1982. Saturation and adaptation in the rod system. Vision Research 22, 1299-1312.
2. BOYKOV, Y., AND JOLLY, M.-P. 2001. Interactive graph cuts for optimal boundary and region segmentation of objects in n-d images. In Proceedings of IEEE International Conference on Computer Vision.
3. CASELLES, V., KIMMEL, R., AND SAPIRO, G. 1997, Geodesic active contours. International Journal of Computer Vision 22, 1, 61-79.
4. CHUANG, Y.-Y., CURLESS, B., SALESIN, D., AND SZELISKI, R. 2001. A bayesian approach to digital matting. In Proceedings of Computer Vision and Pattern Recognition (CVPR 2001), vol. II, 264-271.
5. CHUANG, Y.-Y., AGARWALA, A., CURLESS, B., SALESIN, D. H., AND SZELISKI, R. 2002, Video matting of complex scenes. In SIGCRAPH '02: Proceedings of the 29th annual conference on Computer graphics and interactive techniques, ACM Press, New York, NY, USA, 243-248.
6. DAKIN, S. C., AND BEX, P. J. 2003. Natural image statistics mediate brightness filling in. Proceedings of the Royal Society of London, B 270, 2341-2348.
7. DEBEVEC, P. E., AND MALIK, J. 1997. Recovering high dynamic range radiance maps from photographs. In SIGGRAPH 97 Conference Proceedings, Annual Conference Series, 369-378.
8. DOWLING, J. E. 1987. The retina: an approachable part of the brain. Belknap Press, Cambridge.
9. ELDER, J. H. 1999. Are edges incomplete? International Journal of Computer Vision 34, 2/3, 97-122.
10. ENS, J., AND LAWRENCE, P. 1993. An investigation of methods for determining depth from focus. IEEE Transactions on Pattern Analysis and Machine Intelligence 15, 2, 97-108.
11. GREIG, D., PORTEOUS, B., AND SEHEULT, A. 1989. Exact MAP estimation for binary images. Journal of the Royal Statistical Society, B 51, 271-279.
12. GROSSBERG, S., AND MINGOLLA, E. 1985, Neural dynamics of form perception: boundary adaptation, illusory figures, and neon color spreading. Psychological Review 92, 173-211.
13. HOOD, D. C., AND FINKELSTEIN, M. A. 1979. Comparison of changes in sensitivity and sensation: implications for the response-intensity function of the human photopic system. Journal of Experimental Psychology: Human Perceptual Performance 5, 391-405.
14. HORN, B. K. P., 1968. Focusing, memo 160.
15. 1TU. 1990. International Telecommunication Union ITU-R Recommendation BT.709, Basic Parameter Values for the HDTV Standard for the Studio and for International Programme Exchange. Geneva. Formerly CCIR Rec. 709.
16. KLEINSCHMIDT, J., AND DOWLING, J. E. 1975. Intracellular recordings from gecko photoreceptors during light and dark adaptation. J gen Physiol 66, 617-648.
17. KRAUSKOPF, J. 1963. Effect of retinal stabilization on the appearance of heterochromatic targets. J Opt Soc Am 53, 741-744.
18. KUFFLER, S. W. 1953. Discharge patterns and functional organization of mammalian retina. Journal of Neurophysiology 16, 37-68.
19. LI, Y., SUN, J., TANG, C.-K., AND SHUM, H.-Y. 2004. Lazy snapping, ACM Transactions on Graphics 23, 3, 303-308.
20. MARR, D. 1982, Vision, a computational investigation into the human representation and processing of visual information, W H Freeman and Company, San Fransisco.
21. MARSHALL, J. A., BURBECK, C. A., ARIELY, D., ROLLAND, J. P., AND MARTIN, K. E. 1996, Occlusion edge blur: a cue to relative visual depth. Journal of the Optical Society of America A 13, 681-688.
22. MCGUIRE, M., MATUSIK, W., PFISTER, H., HUGHES, J. F., AND DURAND, F. 2005, Defocus video matting, ACM Transactions on Graphics 24, 3.
23. MITSUNAGA, T., YOKOYAMA, T., AND TOTSUKA, T. 1995. Autokey: human assisted key extraction. In SIGGRAPH '95; Proceedings of the 22nd annual conference on Computer graphics and interactive techniques, ACM Press, New York, NY, USA, 265-272.
24. MORTENSEN, E. N., AND BARRETT, W. A. 1995. Intelligent scissors for image composition. In SIGGRAPH '95: Proceedings of the 22nd annual conference on Computer graphics and interactive techniques, ACM Press, New York, NY, USA, 191-198.
25. MORTENSEN, E. N., AND BARRETT, W. A. 1999. Tobogan-based intelligent scissors with a four parameter edge model. In Proceedings IEEE Conference on Computer Vision and Pattern Recognition, vol. 2, 452-458.
26. NAKA, K. I., AND RUSHTON, W. A. H. 1966. S-potentials from luminosity units in the retina of fish (cyprinidae). J Physiol 185, 587-599.
27. NAYAR, S. K., AND NAKAGAWA, Y. 1994. Shape from focus: an effective approach for rough surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence 16, 8, 824-831.
28. NEUMANN, H., PESSOA, L., AND HANSEN, T. 2001. Visual filling-in for computing perceptual surface properties. Biological Cybernetics 85, 355-369.
29. PALMER, S. E. 1999. Vision Science: Photons to Phenomenology. The MIT Press, Cambridge, Massachusetts.
30. PATTANAIK, S. N., TUMBLIN, J., YEE, H., AND GREENBERG, D. P. 2000. Time-dependent visual adaptation for fast realistic display. In SIGGRAPH 2000 Conference Proceedings, 47-54.
31. PENTLAND, A. P. 1987. A new sense for depth of field. IEEE Transactions on Pattern Analysis and Machine Intelligence 9, 4, 523-531.
32. PERONA, P., AND MALIK, J. 1990. Scale-space and edge detection using anisotropic diffusion. IEEE Transactions on Pattern Analysis and Machine Intelligence 12, 7, 629-639.
33. REINHARD, E., AND DEVLIN, K. 2005. Dynamic range reduction inspired by photoreceptor physiology. IEEE Transactions on Visualization and Computer Graphics 11, 1 (January/February), 13-24.
34. REINHARD, E., STARK, M., SHIRLEY, P., AND FERWERDA, J. 2002. Photographic tone reproduction for digital images. ACM Transactions on Graphics 21, 3, 267-276.
35. REINHARD, E., WARD, G., PATTANAIK, S., AND DEBEVEC, P. 2005. High Dynamic Range Imaging: Acquisition, Display and Image-Based Lighting. Morgan Kaufmann Publishers, San Francisco.
36. ROTHER, C., KOLMOGOROV, V., AND BLAKE, A. 2004. "grab-cut" - interactive foreground extraction using iterated graph cuts. ACM Transactions on Graphics 23, 3, 309-314.
37. RUDERMAN, D. L. 1997. Origins of scaling in natural images. Vision Research 37, 3385-3398.
38. RUDERMAN, D. L. 1997. The statistics of natural images. Network: Computation in Neural Systems 5, 4, 517-548.
39. SCHLICK, C. 1994. Quantization techniques for the visualization of high dynamic range pictures. In Photorealistic Rendering Techniques, Springer-Verlag Berlin Heidelberg New York, P. Shirley, G. Sakas, and S. Müller, Eds., 7-20.
40. SUBBARAO, M., AND SURYA, G. 1994. Depth from defocus: a spatial domain approach. International Journal of Computer Vision 13, 3, 271-294.
41. SUBBARAO, M. 1988. Parallel depth recovery by changing camera parameters. In Proc. of the International Conference on Computer Vision, 149-155.
42. SUN, J., JIA, J., TANG, C.-K., AND SHUM, H.-Y. 2004. Poisson matting. ACM Trans. Graph. 23, 3, 315-321.
43. TUMBLIN, J., HODGINS, J. K., AND GUENTER, B. K. 1999. Two methods for display of high contrast images. ACM Transactions on Graphics 18 (I), 56-94.
44. WALLS, G. 1954. The filling-in process. American Journal of Optometry 31, 329-340.
45. WANG, J.Z., Li, J., GRAY, R. M., AND WIEDERHOLD, G. 2001. Unsupervised multiresolution segmentation for images with low depth of field. IEEE Transactions on Pattern Analysis and Machine Intelligence 23, 1, 85-90.
46. WARD, G. 2003. Fast, robust image registration for compositing high dynamic range photographs from hand-held exposures. Journal of Graphics Tools 8, 2, 17-30.
47. WATANABE, M., AND NAYAR, S. K. 1997. Rational filters for passive depth from defocus. International Journal of Computer Vision 27, 3.
48. WEICKERT, J. 1997. A review of non-linear diffusion filtering. In Scale-Space Theory in Computer Vision, Springer-Verlag, Berlin, B. ter Haar Romeny, L. Florae, J. Koenderink, and M. Viergever, Eds., 3-28.
49. WITKIN, A. P. 1983. Scale-space filtering. In Proceedings of the Eighth International Joint Conference on Artificial Intelligence, 2, 1019-1022.
50. WON, C. S., PYUN, K., AND GRAY, R. M. 2002. Automatic object segmentation in images with low depth of field. In Proceedings of IEEE International Conference on Image Processing, III.805-III.808.