Spectral synthesis for image capturing device processing
A substantially rectangular spectral representation is synthesized, which is adapted to produce image capture device sensor outputs if applied to an image capture device. The synthesized substantially rectangular spectral representation can be utilized in generating output color values of an output color space from image capture device sensor outputs, where the image capture device sensor outputs correspond to an image captured by an image capture device. The generated output color values correspond to colors perceived by the human visual system for the same image as that captured by the image capture device. Image capture device gamut is also determined.
1. A spectral synthesis module to generate color output signals in response to image capture device sensor outputs, the spectral synthesis module comprising:
an input module to receive image capture device sensor outputs ( 1515 A); the image capture device sensor outputs being a result of an input spectrum of an image being applied to corresponding image capture device spectral sensitivities of an image capture device ( 1710 );
a processing module ( 1500 E) to divide two of the image capture device sensor outputs by a first scale factor (Σ); wherein the first scale factor comprises the sum of all of the image capture device sensor outputs;
a first two-dimensional look-up table (2-D LUT) ( 1510 C) to map results of the dividing to determine a first wavelength and a second wavelength; wherein the first wavelength comprises a wavelength where a substantially rectangular spectral representation transitions from zero to a second scale factor (I) and the second wavelength comprises a wavelength where the substantially rectangular spectral representation transitions from the second scale factor value to zero; wherein the second scale factor comprises a ratio of the first scale factor divided by a circular integral of the sum of the image capture device spectral sensitivities of the image capture device ( 1710 );
a second 2-D LUT ( 1510 E) to map the first wavelength and the second wavelength to a first set of color output signals; and
a multiplier ( 1540 E) to multiply the first set of color output signals with the first scale factor to output a second set of color output signals.
2. The spectral synthesis module of claim 1 , wherein the first 2-D LUT ( 1510 C) and the second 2-D LUT ( 1510 E) are combined into a third 2-D LUT ( 1510 F), wherein the third 2-D LUT maps the results of the dividing to determine the first set of color output signals.
3. The spectral synthesis module of claim 2 , wherein values of the third 2-D LUT are determined in response to a best fit method, the best fit method minimizing according to a distance criterion the distance between the output of the third 2-D LUT and a test set of color output signals.
4. The spectral synthesis module of claim 3 , wherein the distance criterion is the mean-square error criterion.
5. A spectral synthesis module to generate color output signals in response to image capture device sensor outputs, the spectral synthesis module comprising:
an input module to receive image capture device sensor outputs ( 1515 A); the image capture device sensor outputs being a result of an input spectrum of an image being applied to corresponding image capture device spectral sensitivities of an image capture device ( 1710 );
a processing module ( 1500 E) to divide two of the image capture device sensor outputs by a first scale factor (Σ), wherein the first scale factor comprises the sum of all of the image capture device sensor outputs;
a two-dimensional look-up table (2-D LUT) ( 1510 F) to map results of the dividing to determine a first set of color output signals, wherein values of the 2-D LUT are determined in response to a best fit method, the best fit method minimizing according to a distance criterion the distance between the output of the 2-D LUT and a test set of color output signals; and
a multiplier ( 1540 E) to multiply the first set of color output signals with the first scale factor to output a second set of color output signals.
6. The spectral synthesis module of claim 5 , wherein the distance criterion is the mean-square error criterion.
7. A tangible computer-readable medium containing a set of instructions that causes a computer to perform operations comprising:
accessing image capture device sensor outputs ( 1515 A); the image capture device sensor outputs being a result of an input spectrum of an image being applied to corresponding image capture device spectral sensitivities of an image capture device;
dividing two of the image capture device sensor outputs by a first scale factor (Σ), wherein the first scale factor comprises the sum of all of the image capture device sensor outputs;
mapping using a two-dimensional look-up table (2-D LUT) ( 1510 F) the results of the dividing to determine a first set of color output signals, wherein values of the 2-D LUT are determined in response to a best fit method, the best fit method minimizing according to a distance criterion the distance between the output of the 2-D LUT and a test set of color output signals; and
multiplying the first set of color output signals with the first scale factor to output a second set of color output signals.