Correcting the Geometry and Color of Digital Images

A unified method for correcting the geometry and color of digital images is presented. The method uses a color chart with a prearranged array of known color patches. Using the true geometry and color of the chart and geometry and color of the image of the chart, transformation functions that describe the geometry and color characteristics of the camera are determined. The transformation functions are then used to correct the geometry and color of obtained images. Experimental results of the proposed method on images acquired under different scene illuminations and camera settings are presented and evaluated.

[1]  R. L. Hardy Theory and applications of the multiquadric-biharmonic method : 20 years of discovery 1968-1988 , 1990 .

[2]  K. Staes Light Sources as an Integral Part of the Color Photographic System , 1977 .

[3]  G. Healey,et al.  Global color constancy: recognition of objects by use of illumination-invariant properties of color distributions , 1994 .

[4]  Paul R. Cohen,et al.  Camera Calibration with Distortion Models and Accuracy Evaluation , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[5]  M M Thompson,et al.  MANUAL OF PHOTOGRAMMETRY , 1966 .

[6]  Michael J. Vrhel,et al.  Color correction using principal components , 1992 .

[7]  Henry R. Kang Color scanner calibration , 1992 .

[8]  A. Ardeshir Goshtasby,et al.  A Two-Stage Cross Correlation Approach to Template Matching , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[9]  A. Ardeshir Goshtasby,et al.  Geometric modelling using rational Gaussian curves and surfaces , 1995, Comput. Aided Des..

[10]  W. Kearsley,et al.  Color systems calibration for graphic arts. II: Ouptput devices , 1988 .

[11]  Makoto Nagao,et al.  Region extraction and shape analysis in aerial photographs , 1979 .

[12]  W B Green,et al.  Removal of instrument signature from mariner 9 television images of Mars. , 1975, Applied optics.

[13]  Roy S. Berns,et al.  Precision requirements for digital color reproduction , 1992, TOGS.

[14]  Roger Y. Tsai,et al.  A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses , 1987, IEEE J. Robotics Autom..

[15]  Wen-Hsiang Tsai,et al.  Camera Calibration by Vanishing Lines for 3-D Computer Vision , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[16]  Brian V. Funt,et al.  Colour Constancy for Scenes with Varying Illumination , 1996, ECCV.

[17]  Hiroaki Kotera,et al.  Novel color transformation algorithm and its applications , 1990, Other Conferences.

[18]  Roger Y. Tsai,et al.  Techniques for Calibration of the Scale Factor and Image Center for High Accuracy 3-D Machine Vision Metrology , 1988, IEEE Trans. Pattern Anal. Mach. Intell..

[19]  William B. Cowan,et al.  An inexpensive scheme for calibration of a colour monitor in terms of CIE standard coordinates , 1983, SIGGRAPH.

[20]  H. Joel Trussell,et al.  Filter considerations in color correction , 1994, IEEE Trans. Image Process..

[21]  Henry R. Kang Color scanner calibration of reflected samples , 1992 .

[22]  Henry R. Kang,et al.  Neural network applications to the color scanner and printer calibrations , 1992, J. Electronic Imaging.

[23]  Jean Duchon,et al.  Splines minimizing rotation-invariant semi-norms in Sobolev spaces , 1976, Constructive Theory of Functions of Several Variables.

[24]  Po-Chieh Hung Color Rendition Using Three-Dimensional Interpolation , 1988, Photonics West - Lasers and Applications in Science and Engineering.

[25]  D. C. Brown,et al.  Lens distortion for close-range photogrammetry , 1986 .

[26]  J. Parkkinen,et al.  Characteristic spectra of Munsell colors , 1989 .

[27]  R. Y. Tsai,et al.  An Efficient and Accurate Camera Calibration Technique for 3D Machine Vision , 1986, CVPR 1986.

[28]  A. Saia,et al.  Sculptured solids in a CSG based geometric modelling system , 1987 .

[29]  A. Ardeshir Goshtasby,et al.  Surface fitting to scattered data by a sum of Gaussians , 1993, Comput. Aided Geom. Des..

[30]  Po-chieh Hung,et al.  Colorimetric calibration for scanners and media , 1991, Electronic Imaging.

[31]  M. J. D. Powell,et al.  Radial basis functions for multivariable interpolation: a review , 1987 .

[32]  James M. Kasson,et al.  An analysis of selected computer interchange color spaces , 1992, TOGS.

[33]  A. Ardeshir Goshtasby,et al.  Correction of image deformation from lens distortion using bezier patches , 1989, Comput. Vis. Graph. Image Process..

[34]  H C Lee,et al.  Method for computing the scene-illuminant chromaticity from specular highlights. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[35]  Keith Price,et al.  Picture Segmentation Using a Recursive Region Splitting Method , 1998 .

[36]  Paul Barford,et al.  Generating representative Web workloads for network and server performance evaluation , 1998, SIGMETRICS '98/PERFORMANCE '98.

[37]  Roger Y. Tsai,et al.  Techniques for calibration of the scale factor and image center for high accuracy 3D machine vision metrology , 1987, Proceedings. 1987 IEEE International Conference on Robotics and Automation.

[38]  B A Wandell,et al.  Linear models of surface and illuminant spectra. , 1992, Journal of the Optical Society of America. A, Optics and image science.

[39]  Reg G. Willson Modeling and calibration of automated zoom lenses , 1994, Other Conferences.

[40]  L. Maloney,et al.  Color constancy: a method for recovering surface spectral reflectance , 1987 .