Image processing apparatus and computer program product
View Patent ↗An image processing apparatus uses an estimation operator to estimate a spectroscopic property. The image processing apparatus includes an effect extent analyzing unit which analyzes, based on the estimation operator, a relative extent of an effect on the spectroscopic property against a noise in a wavelength axis.
1. An image processing apparatus which uses an estimation operator to estimate a spectroscopic property, comprising:
an estimation operator calculating unit which calculates, based on an obtained multiband image, estimation operator values of respective bands corresponding to respective wavelengths by using the estimation operator; and
an effect extent analyzing unit which analyzes a relative effect extent against observed noise of each band in a wavelength axis based on the estimation operator value of a band at a wavelength and on a summation value of the estimation operator values of all bands at the wavelength.
2. The image processing apparatus according to claim 1 , further comprising a weighting factor setting unit which sets a weighting factor at each wavelength based on the relative effect extent against observed noise analyzed by the effect extent analyzing unit.
3. The image processing apparatus according to claim 2 , further comprising:
a spectroscopic property estimating unit which uses the estimation operator to estimate, based on an image capturing a stained specimen, a spectroscopic property of the stained specimen; and
a stain amount estimating unit which estimates a stain amount of the stained specimen based on the spectroscopic property estimated by the spectroscopic property estimating unit and on the weighting factor set by the weighting factor setting unit.
4. The image processing apparatus according to claim 2 , wherein the weighting factor setting unit makes the weighting factor small, the weighting factor being set with respect to a wavelength at which the relative effect extent against observed noise is large.
5. The image processing apparatus according to claim 2 , wherein the weighting factor setting unit makes the weighting factor zero when the weighting factor which is set with respect to a wavelength at which the relative effect extent against observed noise is large.
6. The image processing apparatus according to claim 1 , wherein the effect extent analyzing unit analyzes the relative effect extent against observed noise by using pixel values of an image capturing a stained specimen.
7. A reliability evaluation method of an image processing apparatus which uses an estimation operator to estimate a spectroscopic property, the method comprising:
calculating, based on an obtained multiband image, estimation operator values of respective bands corresponding to respective wavelengths by using the estimation operator; and
analyzing a relative effect extent against observed noise of each band in a wavelength axis based on the estimation operator value of a band at a wavelength and on a summation value of the estimation operator values of all bands at the wavelength.
8. A computer program product having a computer readable recording device including programmed instructions for estimating a spectroscopic property by using an estimation operator, wherein the instructions, when executed by a computer, cause the computer to perform:
calculating, based on an obtained multiband image, estimation operator values of respective bands corresponding to respective wavelengths by using the estimation operator; and
analyzing a relative effect extent against observed noise of each band in a wavelength axis based on the estimation operator value of a band at a wavelength and on a summation value of the estimation operator values of all bands at the wavelength.