Camera calibration for natural image studies and vision research

Journal of the Optical Society of America A: Optics and Image Science, and Vision

Volumn 26, Issue 1, 2009, Pages 30-42

  Brady, Mark ^a   Legge, Gordon E ^b  

^a NORTH DAKOTA STATE UNIVERSITY   (United States)

^b UNIVERSITY OF MINNESOTA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DISCRETE COSINE TRANSFORMS; INDUSTRIAL RESEARCH; VISUAL COMMUNICATION;

CAMERA CALIBRATIONS; IMAGE FORMATION PROCESS; IMAGE FORMATIONS; MEASURING DEVICES; NATURAL IMAGES; NATURAL SCENE STATISTICS; NATURAL SCENES; QUANTITATIVE ANALYSIS; VISION RESEARCHES; VISUAL-PROCESSING;

CAMERAS;

ARTICLE; CALIBRATION; COMPUTER AIDED DESIGN; COMPUTER ASSISTED DIAGNOSIS; EQUIPMENT; EQUIPMENT DESIGN; IMAGE ENHANCEMENT; INSTRUMENTATION; METHODOLOGY; PHOTOGRAPHY; REPRODUCIBILITY; RESEARCH; SENSITIVITY AND SPECIFICITY; STANDARD; UNITED STATES;

CALIBRATION; COMPUTER-AIDED DESIGN; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PHOTOGRAPHY; REFERENCE STANDARDS; REPRODUCIBILITY OF RESULTS; RESEARCH; SENSITIVITY AND SPECIFICITY; UNITED STATES;

EID: 60849083848     PISSN: 10847529     EISSN: 15208532     Source Type: Journal    
DOI: 10.1364/JOSAA.26.000030     Document Type: Article

References (35)

1. E. P. Simoncelli and B. A. Olshausen, "Natural image statistics and neural representation," Annu. Rev. Neurosci. 24, 1193-1216 (2001).
2. M. J. Brady, "The Cottage Grove and Ruffner Mountain data bases," http://www.psych.ndsu.nodak.edu/brady/.
3. P. Askey, "Canon EOS 5D: dynamic range," http://www.dpreview. com/reviews/canoneos5d/page23.asp.
4. R. N. Clark, "Dynamic range and transfer functions of digital images and comparison to film," http://www.clarkvision.com/imagedetail/ dynamicrange2/.
5. P. Askey, "Canon EOS-1 Ds Mark II: ISO sensitivity/noise levels," http://www.dpreview.com/reviews/canoneos1dsmkii/page19.asp.
6. R. N. Clark, "The signal to noise ratio of digital cameras and comparison to film," http://clarkvision.com/imagedetail/digital.signal.to. noise/.
7. R. N. Clark, "Film versus digital information," http://www.clarkvision.com/imagedetail/film.vs.digital.1.html.
8. T. Knoll, Photoshop CS (Adobe, 2003).
9. D. Coffin, "dcraw," http://cybercom.net/~dcoffin/dcraw, 2008.
10. I. Vertex Video Systems, Accu-Chart Set (Vertex Video Systems, 1990).
11. E. Hecht and A. Zajac, Optics (Addison-Wesley, 1974).
12. H. Dersch, "Correcting barrel distortion," http://home.no.net/ dmaurer/%7Edersch/barrel/barrel.html.
13. K. Kratzke, "LensFix," Kekus Digital, LLC, 2005.
14. S. F. Ray, Applied Photographic Optics, 1st ed. (Focal Press, 2002).
15. Canon, "Noise reduction technology," http://www.canon.co.jp/ Imaging/cmos/technology-e/noise-reduction.html.
16. International Organization for Standardization, "Graphic technology and photography - colour characterisation of digital still cameras (DSCs) - part 1: stimuli, metrology and test procedures," ISO publ. 14524:1999(E) (ISO, 1999).
17. International Organization for Standardization, "Photography- electronic still-picture cameras-methods for measuring optoelectronic conversion functions (OECFs)," ISO publ. ISO 17321-1:2006(E) (ISO, 2006).
18. F. Martínez-Verdú, J. Pujol, and P. Capilla, "Calculation of the color matching functions of digital cameras from their complete spectral sensitivities," J. Imaging Sci. Technol. 46, 15-25 (2002).
19. A. Stockman and L. T. Sharpe, "Spectral sensitivities of the middle- and long-wavelength sensitive cones derived from measurements in observers of known genotype," Vision Res. 40, 1711-1737 (2000).
20. R. Fletcher and M. J. Powell, "A rapidly convergent descent method for minimization," Comput. J. 6, 163-168 (1963).
21. D. Goldfarb, "A family of variable metric updates derived by variational means," Math. Comput. 24, 23-26 (1970).
22. C. Moler, Matlab (The Mathworks, 2003).
23. G. Wyszecki and W. S. Stiles, Color Science, 2nd ed. (Wiley, 1982).
24. P. Sumner and J. D. Mollon, "Catarrhine photo pigments are optimized for detecting targets against a foliage background," J. Exp. Biol. 203, 1963-1986 (2000).
25. P. Sumner and J. D. Mollon, "Chromaticity as a signal of ripeness in fruits taken by primates," J. Exp. Biol. 203, 1987-2000 (2000).
26. P. Sumner and J. D. Mollon, "Did primate trichromacy evolve for fruivory or folivory?" in Normal and Defective Color Vision, J. D. Mollon, J. Pokorny, and K. Knoblauch, eds. (Oxford U. Press, 2003), pp. 21-30.
27. P. Sumner and J. D. Mollon, "The colors of primate pelage and skin: Objective assessment of conspicuousness," Am. J. Primatol. 59, 67-91 (2003).
28. J. Hernández-Andrés, J. Romero, and R. L. Lee, "Colorimetric and spectroradiometric characteristics of narrow-field-of-view clear sky skylight in Granada, Spain," J. Opt. Soc. Am. A 18, 412-420 (2001).
29. N. Ohta, The Basis of Color Reproduction Engineering (Corona-sha Co., 1997).
30. Subcommittee-G03.09, "ASTM G173 03e1 Standard reference tables for reference solar spectral irradiances: direct normal and hemispherical on 37° tilted surface," (American Society for Testing and Materials, 2008).
31. W. J. Smith, Modern Optical Engineering, 3rd ed. (McGraw-Hill, 2000).
32. Sine Patterns, "MTF Products," http://www.sinepatterns.com/i- MTFprd.htm.
33. The Bayer pattern is a 2×2 matrix with green sensor elements on the diagonal, with the remaining elements being one red and one blue.
34. S. Martin, "Glare characteristics of lenses," J. Mod. Opt. 11, 499-513 (1972).
35. P. Artal and R. Navarro, "Monchromatic modulation transfer function of the human eye for different pupil diameters: an analytic expression," J. Opt. Soc. Am. A 11, 246-249 (1994).