Image processing device, image processing method, computer program product, and image display device
According to an embodiment, an image processing device includes an obtaining unit, a first determining unit, and a detecting unit. The obtaining unit is configured to obtain an input image. The first determining unit is configured to determine a detection order that indicates an order of performing a detection operation for detecting whether an object is present with respect to partitioned areas into which the input image are divided, according to an existence probability that is set in advance for each of the partitioned areas and indicates a probability at which an object exists. The detecting unit is configured to perform, according to the detection order, the detection operation to detect whether the object is present in an area corresponding to a partitioned area subjected to the detection order in the input image.
1. An image processing device comprising:
an obtaining unit configured to obtain an input image;
a first determining unit configured to determine a detection order that indicates an order of performing a detection operation for detecting whether an object is present with respect to partitioned areas into which the input image is divided, according to an existence probability that is set in advance for each of the partitioned areas and indicates a probability at which an object exists; and a detecting unit configured to perform, according to the detection order, the detection operation to detect whether the object is present in an area corresponding to a partitioned area subjected to the detection order in the input image, wherein
the first determining unit determines the detection order so that, in a predetermined period of time, each of the partitioned areas is subjected to the detection operation at least once.
2. The device according to claim 1 , wherein the first determining unit determines the detection order so that a higher priority is given to the detection operation with respect to a partitioned area having a higher existence probability.
3. The device according to claim 1 , wherein the first determining unit increases the existence probability of a partitioned area that corresponds to an area in the input image in which the object has been detected as a result of the detection operation.
4. The device according to claim 1 , further comprising a tracking detection unit configured to detect whether the object is present by scanning a search window that is used to search for the object, with respect to only such areas in the input image that are near the object that has been detected as a result of the detection operation.
5. The device according to claim 1 , further comprising an estimating unit configured to estimate a three-dimensional position of the object in a real space based on object position information that indicates a position and a size of the object that has been detected as a result of the detection operation, in the input image.
6. The device according to claim 5 , further comprising:
a second determining unit configured to determine a visible area that allows a viewer to view a stereoscopic image so that the three-dimensional position estimated by the estimating unit is included in the visible area; and
a display control unit configured to control a display unit that displays the stereoscopic image so that the visible area determined by the second determining unit is formed.
7. An image processing method comprising:
obtaining an input image;
determining a detection order that indicates an order of performing a detection operation for detecting whether an object is present with respect to partitioned areas into which the input image is divided, according to an existence probability that is set in advance for each of the partitioned areas and indicates a probability at which an object exists; and
performing, according to the detection order, the detection operation to detect whether the object is present in an area corresponding to a partitioned area subjected to the detection order in the input image, wherein
the determining determines the detection order so that, in a predetermined period of time, each of the partitioned areas is subjected to the detection operation at least once.
8. A computer program product comprising a computer-readable medium containing a program executed by a computer, the program causing the computer to execute:
obtaining an input image;
determining a detection order that indicates an order of performing a detection operation for detecting whether an object is present with respect to partitioned areas into which the input image is divided, according to an existence probability that is set in advance for each of the partitioned areas and indicates a probability at which an object exists; and
performing, according to the detection order, the detection operation to detect whether the object is present in an area corresponding to a partitioned area subjected to the detection order in the input image, wherein
the determining determines the detection order so that, in a predetermined period of time, each of the partitioned areas is subjected to the detection operation at least once.
9. An image display device comprising:
a display unit configured to display a stereoscopic image including a plurality of parallax images;
an obtaining unit configured to obtain an input image;
a first determining unit configured to determine a detection order that indicates an order of performing a detection operation for detecting whether an object is present with respect to partitioned areas into which the input image is divided, according to an existence probability that is set in advance for each of the partitioned areas and indicates a probability at which an object exists;
a detecting unit configured to perform, according to the detection order, the detection operation to detect whether the object is present in an area corresponding to a partitioned area subjected to the detection order in the input image;
an estimating unit configured to estimate a three-dimensional position of the object in a real space based on object position information that indicates a position and a size of the object that has been detected as a result of the detection operation, in the input image;
a visible area determining unit configured to determine a visible area that allows a viewer to view the stereoscopic image so that the three-dimensional position estimated by the estimating unit is included in the visible area; and
a display control unit configured to control the display unit so that the visible area determined by the visible area determining unit is formed, wherein
the first determining unit determines the detection order so that, in a predetermined period of time, each of the partitioned areas is subjected to the detection operation at least once.