High dynamic range image reconstruction with spatial resolution enhancement

Computer Journal

Volumn 52, Issue 1, 2009, Pages 114-125

  Choi, Jongseong ^a   Park, Min Kyu ^a   Kang, Moon Gi ^a  

^a Yonsei University   (South Korea)

Author keywords

Dynamic range; Quantization; Reconstruction; Resolution; Sampling

Indexed keywords

DEGRADATION; IMAGE RECONSTRUCTION; IMAGE RESOLUTION; IMAGING SYSTEMS; OPTOELECTRONIC DEVICES; RESTORATION;

ALIASING; CONVENTIONAL APPROACHES; DIGITAL CONVERTERS; DYNAMIC RANGE; GEOMETRIC DEFORMATIONS; HIGH-DYNAMIC-RANGE IMAGES; HIGH-RESOLUTION IMAGES; IMAGE DEGRADATION PROCESS; LOW DYNAMIC RANGES; MAXIMUM A-POSTERIORI; NON LINEARITIES; OBSERVATION MODELS; QUANTIZATION; RECONSTRUCTION; RESOLUTION; RESPONSE FUNCTIONS; SPATIAL RESOLUTIONS; SPATIAL SAMPLINGS; SPATIAL-RESOLUTION ENHANCEMENTS; SUPER-RESOLUTION IMAGE RECONSTRUCTION;

DYNAMIC RESPONSE;

EID: 60649113916     PISSN: 00104620     EISSN: 14602067     Source Type: Journal    
DOI: 10.1093/comjnl/bxm080     Document Type: Review

References (32)

1. Kang, M.G. (2003) SPIE Milestone Series Vol. MS177 Selected Papers on CCD and CMOS Imagers. SPIE Press, Washington.
2. Komatsu, T., Aizawa, K., Igarashi, T. and Saito, T. (1993) Signal-processing based method for acquiring very high resolution image with multiple cameras and its theoretical analysis. IEE Proc. Commun. Speech Vision., 140, 19-24.
3. Park, S.C., Park, M.K. and Kang, M.G. (2003) Super-resolution image reconstruction: A technical overview. IEEE Signal Process. Mag., 21-36.
4. Clark, J.J., Palmer, M.R. and Laurence, P.D. (1985) A transformation method for the reconstruction of functions from nonuniformity spaced samples. IEEE Trans. Acoust. Speech Signal Process., 33, 1151-1165.
5. Kim, S.P. and Bose, N.K. (1990) Reconstruction of 2-D bandlimited discrete signals from nonuniform samples. IEE Proc. Radar Signal Process., 137, 197-204.
6. van Viley, L.J. and Hendriks, C.L.L. (1999) Improving spatial resolution in exchange of temporal resolution in aliased image sequences. Proc. 11th Scandinavian Conf. Image Analysis, pp. 493-499. Kangerlussnag, Greenland.
7. Tsai, R.Y. and Huang, T.S. (1984) Multipleframe image restoration and registration. Adv. Comput. Vision Image Process., 1, 317-339.
8. Kim, S.P., Bose, N.K. and Valenzuela, H.M. (1990) Recursive reconstruction of high resolution image from noisy undersampled multiframes. IEEE Trans. Acoust., Speech Signal Process., 38 1013-1027.
9. Kim, S.P. and Su, W.Y. (1993) Recursive highresolution reconstruction of blurred multiframe images. IEEE Trans. Image Process., 2, 534-539.
10. Rhe, S.H. and Kang, M.G. (1999) Discrete cosine transform based regularized high-resolution image reconstruction algorithm. Opt. Eng. 38, 1348-1356.
11. Hong, M.C., Kang, M.G. and Katsaggelos, A.K. (1997) An iterative weighted regularized algorithm for improving the resolution of video sequences. Proc. Int. Conf. Image Processing, Vol. 2, 474-477. Santa Barbara, USA.
12. Kang, M.G. (1998) Generalized multichannel image deconvolution approach and its applications. Opt. Eng., 37, 2953-2964.
13. Hardie, R.C., Barnard, K.J., Bognar, J.G., Armstrong, E.E. and Watson, E.A. (1998) High-resolution image reconstruction from a sequence of rotated and translated frames and its application to an infrared imaging system. Opt. Eng., 37, 247-260.
14. Stark, H. and Oskoui, P. (1989) High resolution image recovery from image-plane arrays, using convex projections. J. Opt. Soc. Am., 6, 1715-1762.
15. Eren, P.E., Sezan, M.I. and Tekalp, A.M. (1997) Robust, objectbased high-resolution image reconstruction from low-resolution video. IEEE Trans. Image Process., 6, 1446-1451.
16. Patti, A.J. and Altunbasak, Y. (2001) Artifact reduction for set theoretic super resolution image reconstruction with edge adaptive constraints and higher-order interpolants. IEEE Trans. Image Process. 10, 179-186.
17. Schulz, R.R. and Stevenson, R.L. (1996) Extraction of a high-resolution frames from video sequences. IEEE Trans. Image Process., 5, 996-1011.
18. Cornsweet, T.N. (1970) Visual Reception. Academic, New York, NY.
19. Handy, R.J. (1986) High dynamic range CCD detector/imager. U. S. Patent 4623928.
20. Street, R.A. (1998) High dynamic range segmented pixel sensor array. U. S. Patent 5789737.
21. Brajovic, V. and Kande, T. (1993) A sorting image sensor: An example of massively parallel intensity-to-time processing for low-latency computational sensors. Proc. Int. Conf. Robotics and Automation, 1996 September, Vol. 2, 1638-1643.
22. Debevec, P.E. and Malik, J. (1997) Recovering high dynamic range radiance maps from photographs. SIGGRAPH 97 Conf. Proc., August 3-8, 369-378.
23. Technical Report MS-CIS-93-96 (1993) Extended Intensity Range Imaging. Grasp Laboratory, University of Pennsylvania.
24. Doi, H., Hara, Y., Kenbo, Y. and Shinba, M. (1986) Image sensor. Japnese Patent 08-223491.
25. Aggarwal, M. and Ahuja, N. (2001) Split aperture imaging for high dynamic range. Proc. IEEE Int. Conf. Computer Vision, 2001. (ICCV 2001), July, Vol. 2, pp. 10-17. Vancouver, Canada.
26. Nayar, S.K. and Mitsunaga, T. (2000) High dynamic range imaging: spatially varying pixel exposures. Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2000, June, Vol. 1, 472-479. Hilton Head Island, USA.
27. Yamada, K., Nakada, T. and Yamamoto, S. (1994) Wide Dynamic Range Vision Sensor for Vehicles. Proc. IEEE Conf. Vehicle Navigation and Information Systems Conference, 1994, August, pp. 405-408. Yokohama, Japan.
28. Tani, T. (1995) Photography Sensitivity: Theory and Mechanisms. Oxford University Press.
29. Kolb, C., Mitchell, D. and Hanrahan, P. (1995) A realistic camera model for computer graphics. Computer Graphics, Proc. SIGGRAPH '95, pp. 317-324. Los Angeles, USA.
30. Robertson, M.A., Borman, S. and Stevenson, R.L. (1999) Dynamic range improvement through multiple exposures. Proc. IEEE Int. Conf. Image Processing, 1999. (ICIP 99), October, Vol. 3, pp. 159-163. Kobe, Japan.
31. Narasimhan, S.G. and Nayar, S.K. (2005) Enhancing resolution along multiple imaging dimensions using assorted pixels. IEEE Trans. Pattern Anal. Mach. Intell., 27, 518-530.
32. Gunturk, B.K. and Gevrekci, M. (2006) High-resolution image reconstruction from multiple differently exposed images IEEE Signal. Process. Lett., 13, 197-200.