Image processing apparatus and image processing method
A noise of an image signal generated by mixing a plurality of image signals is accurately estimated. In an image processing apparatus including an input unit and an estimation unit, a mixed image signal is input to the input unit, the mixed image signal being obtained by mixing a plurality of image signals with different exposure times that have been generated by an image sensor, on a basis of a predetermined mix ratio. The estimation unit is configured to estimate a mixed image signal noise being a noise of the mixed image signal, on a basis of the mix ratio, a noise characteristic coefficient indicating a noise characteristic of the image sensor, and a ratio between the exposure times in the plurality of image signals.
1. An image processing apparatus, comprising:
a processor configured to:
receive a first mixed image signal, wherein the first mixed image signal comprises a mixture of a plurality of image signals with different exposure times mixed based on a determined mix ratio, wherein the plurality of image signals is generated by an image sensor;
estimate a mixed image signal noise based on the determined mix ratio, a noise characteristic coefficient indicating a noise characteristic of the image sensor, and a ratio between the different exposure times in the plurality of image signals;
select, among a plurality of mixed image signals in a same frame as a target image signal for which the mixed image signal noise has been estimated, a second mixed image signal having a difference from the target image signal that is smaller than the estimated mixed image signal noise, wherein the target image signal is the first mixed image signal; and
generate an average of the target image signal and the selected second mixed image signal to remove a noise of the target image signal.
2. The image processing apparatus according to claim 1 , wherein the processor is further configured to estimate the mixed image signal noise based on a plurality of noise characteristics, wherein levels of the plurality of noise characteristics are adjusted by multiplication of respective noise characteristics of the plurality of image signals that are indicated by the noise characteristic coefficient, by the ratio between the different exposure times.
3. An image processing method, comprising:
receiving a first mixed image signal, wherein the first mixed image signal comprises a mixture of a plurality of image signals with different exposure times mixed based on a determined mix ratio, wherein the plurality of image signals is generated by an image sensor;
estimating a mixed image signal noise based on the determined mix ratio, a noise characteristic coefficient indicating a noise characteristic of the image sensor, and a ratio between the different exposure times in the plurality of image signals;
selecting, among a plurality of mixed image signals in a same frame as a target image signal for which the mixed image signal noise has been estimated, a second mixed image signal having a difference from the target image signal that is smaller than the estimated mixed image signal noise, wherein the target image signal is the first mixed image signal; and
generating an average of the target image signal and the selected second mixed image signal to remove a noise of the target image signal.
4. An image processing apparatus, comprising:
a processor configured to:
receive a first mixed image signal, wherein the first mixed image signal comprises a mixture of a plurality of image signals with different exposure times mixed based on a determined mix ratio, wherein the plurality of image signals is generated by an image sensor;
estimate a mixed image signal noise based on the determined mix ratio, a noise characteristic coefficient indicating a noise characteristic of the image sensor, and a ratio between the different exposure times in the plurality of image signals;
generate a difference between a second target image signal and a first target image signal, wherein the second target image signal is a second mixed image signal arranged at a same position as the first target image signal in a frame different from the first target image signal, wherein the first target image signal is the first mixed image signal for which the mixed image signal noise has been estimated; and
mix the first target image signal and the second target image signal based on the mixed image signal noise and the generated difference to remove a noise of the first target image signal.
5. The image processing apparatus according to claim 4 , wherein the processor is further configured to mix the first target image signal and the second target image signal in a case where the generated difference is smaller than the mixed image signal noise.