Image processing apparatus and image processing method for faithful reconstruction from a tone-converted image
It is difficult to reproduce an original tone when reconstructing an HDR image from an image tone-converted into an LDR image. A tone conversion unit generates an adaptation point image XYZ L representing an adaptation point corresponding to each pixel of an original image XYZ. The tone conversion unit converts the tone of the original image XYZ by smoothing based on the adaptation point image XYZ L , generating a tone-converted image XYZ dev . Then, an addition unit adds the adaptation point image XYZ L to the tone-converted image XYZ dev , generating an adaptation point image-attached tone-converted image XYZ devL . The original image XYZ can be precisely reconstructed from the adaptation point image-attached tone-converted image XYZ devL .
1. An image processing apparatus comprising:
a generation unit adapted to generate adaptation point image data indicating an adaptation point corresponding to each pixel of original image data;
a tone conversion unit adapted to convert a tone of the original image data based on the adaptation point image data, generating converted image data;
an addition unit adapted to add the adaptation point image data to the converted image data;
wherein said generation unit generates the adaptation point image data by performing a smoothing process on the original image data; and
an acquisition unit which acquires an observation condition of an original image represented by the original image data, wherein said generation unit generates the adaptation point image data by performing a smoothing process based on the observation condition on the original image data.
2. The apparatus according to claim 1 , wherein said generation unit calculates a cutoff frequency of a filter used in the smoothing process based on the observation condition.
3. The apparatus according to claim 1 , wherein the observation condition includes at least one of an observation distance, a view angle, and a resolution.
4. The apparatus according to claim 1 , further comprising
a compression unit which compresses the adaptation point image data, generating compressed image data,
wherein said addition unit adds the compressed image data to the converted image data.
5. The apparatus according to claim 4 , wherein said compression unit compresses the adaptation point image data at a compression ratio based on a frequency characteristic of the adaptation point image data.
6. The apparatus according to claim 5 , wherein said compression unit compresses the adaptation point image data by sampling the adaptation point image data at a Nyquist interval.
7. An image processing method comprising the steps of:
generating adaptation point image data indicating an adaptation point corresponding to each pixel of original image data;
converting a tone of the original image data based on the adaptation point image data to generate converted image data; and
adding the adaptation point image data to the converted image data;
wherein said generating step generates the adaptation point image data by performing a smoothing process on the original image data; and
acquiring an observation condition of an original image represented by the original image data, wherein said generating step generates the adaptation point image data by performing a smoothing process based on the observation condition on the original image data.
8. A non-transitory computer-readable storage medium storing a program for controlling a computer, the program causing the computer to function as
a generation unit adapted to generate adaptation point image data indicating an adaptation point corresponding to each pixel of original image data,
a tone conversion unit adapted to convert a tone of the original image data based on the adaptation point image data, generating converted image data, and
an addition unit adapted to add the adaptation point image data to the converted image data;
wherein said generation unit generates the adaptation point image data by performing a smoothing process on the original image data; and
an acquisition unit which acquires an observation condition of an original image represented by the original image data, wherein said generation unit generates the adaptation point image data by performing a smoothing process based on the observation condition on the original image data.