Image-data-distribution-model updating apparatus, image processing apparatus, image-data-distribution-model updating method, and computer program
View Patent ↗An image-data-distribution-model updating apparatus includes: a determining unit that determines, concerning image data continuous in time series, to which of plural distribution models indicating an average of signal levels for each of plural color components, variance of a signal level distribution of all the plural color components, and reliability of all the plural color components the target image data belongs; and an updating unit that updates the average, the variance, and the reliability of a distribution model having the highest reliability among the distribution models to which it is determined that the target image data belongs and updates the reliability of the other distribution models.
1. An image-data-distribution-model updating apparatus comprising:
a determining unit that determines, concerning image data continuous in time series, to which of plural distribution models indicating an average of signal levels for each of plural color components, variance of a signal level distribution of all the plural color components, and reliability of all the plural color components the target image data belongs; and
an updating unit that updates the average, the variance, and the reliability of a distribution model having the highest reliability among the distribution models to which it is determined that the target image data belongs and updates the reliability of the other distribution models.
2. An image-data-distribution-model updating apparatus according to claim 1 , wherein the updating unit includes an average updating unit that updates, on the basis of the variance or the reliability, the average of the distribution model having the highest reliability among the distribution models to which it is determined that the target image data belongs.
3. An image-data-distribution-model updating apparatus according to claim 1 , wherein the updating unit includes a variance updating unit that updates, on the basis of differences between signal levels of the plural color components of the target image data and the average, the variance of the distribution model having the highest reliability among the distribution models to which it is determined that the target image data belongs.
4. An image-data-distribution-model updating apparatus according to claim 1 , wherein the updating unit includes a most-recent-reliability updating unit that updates the reliability of the plural distribution models as most recent reliability.
5. An image-data-distribution-model updating apparatus according to claim 1 , wherein the updating unit includes an empirical-reliability updating unit that updates the reliability of the plural distribution models as empirical reliability.
6. An image-data-distribution-model updating apparatus according to claim 1 , wherein the image-data-distribution-model updating apparatus includes an access unit that accesses, in the image data including an offset area, only an effective area excluding the offset area.
7. An image processing apparatus comprising:
a determining unit that determines, concerning image data continuous in time series, to which of plural distribution models indicating an average of signal levels for each of plural color components, variance of a signal level distribution of all the plural color components, and reliability of all the plural color components the target image data belongs;
an updating unit that updates the average, the variance, and the reliability of a distribution model having the highest reliability among the distribution models to which it is determined that the target image data belongs and updates the reliability of the other distribution models; and
a detecting unit that detects a movable body or an immovable body in the image data on the basis of the updated distribution models.
8. An image-data-distribution-model updating method comprising the steps of:
determining, concerning image data continuous in time series, to which of plural distribution models indicating an average of signal levels for each of plural color components, variance of a signal level distribution of all the plural color components, and reliability of all the plural color components the target image data belongs; and
updating the average, the variance, and the reliability of a distribution model having the highest reliability among the distribution models to which it is determined that the target image data belongs and updating the reliability of the other distribution models.
9. A non-transitory computer-readable medium having stored thereon a program code for causing a computer to execute operations comprising:
a determining step of determining, concerning image data continuous in time series, to which of plural distribution models indicating an average of signal levels for each of plural color components, variance of a signal level distribution of all the plural color components, and reliability of all the plural color components the target image data belongs; and
an updating step of updating the average, the variance, and the reliability of a distribution model having the highest reliability among the distribution models to which it is determined that the target image data belongs and updating the reliability of the other distribution models.