Information processing device, information processing method, and computer-readable recording medium for distinguishing object and shadow thereof in image
Provided is an information processing device, an information processing method, and a computer-readable recording medium. A first circumscribed polygon region calculation unit calculates a first circumscribed polygon region as a convex hull circumscribed region that contains a feature region. A principal axis of inertia calculation unit calculates a principal axis of inertia for the feature region. A region division unit uses the principal axis of inertia to divide the feature region. On the basis of the area ratio of the two second circumscribed polygon regions and the first circumscribed polygon region as convex hull circumscribed regions that respectively contain the divided feature regions, a region selection unit selects either the first circumscribed polygon region or the two second circumscribed polygon regions. An object differentiation unit executes an object detection processing on the selected first circumscribed polygon region or two second circumscribed polygon regions.
1 . An information processing device that processes images, the information processing device comprising:
a processor, configured to:
detect a feature region having a predetermined feature from an input image;
calculate a first circumscribed polygon region as a convex hull circumscribed region that contains the feature region;
calculate a principal axis of inertia for the feature region;
use the calculated principal axis of inertia to divide the feature region;
calculate two second circumscribed polygon regions as convex hull circumscribed regions that respectively contain the divided feature regions;
select either the first circumscribed polygon region or the two second circumscribed polygon regions on the basis of a ratio of a combined area of the two second circumscribed polygon regions to the first circumscribed polygon region; and
executes execute an object detection processing on the first circumscribed polygon region or the two second circumscribed polygon regions.
2 . The information processing device according to claim 1 ,
wherein the processor further calculates a bounding box that contains the feature region, and
wherein the processor calculates the principal axis of inertia based on a positional relationship of a centroid of the feature region and either a center of the bounding box or a centroid of the convex hull circumscribed region.
3 . The information processing device according to claim 1 ,
wherein the processor differentiates a human body by executing an object detection processing.
4 . The information processing device according to claim 1 ,
wherein the processor detects at least one of a moving region, a region having pixel values within a predetermined range, or a region enclosed by edges as the feature region.
5 . An information processing method that processes images, the information processing method comprising:
a feature region detection process that detects a feature region having a predetermined feature from an input image;
a first circumscribed polygon region calculation process that calculates a first circumscribed polygon region as a convex hull circumscribed region that contains the feature region;
a principal axis of inertia calculation process that calculates a principal axis of inertia for the feature region;
a region division process that uses the calculated principal axis of inertia to divide the feature region;
a second circumscribed polygon region calculation process that calculates two second circumscribed polygon regions as convex hull circumscribed regions that respectively contain the divided feature regions;
a region selection process that selects either the first circumscribed polygon region or the two second circumscribed polygon regions on the basis of a ratio of a combined area of the two second circumscribed polygon regions to the first circumscribed polygon region; and
an object differentiation process that executes an object detection processing on the first circumscribed polygon region or the two second circumscribed polygon regions selected in the region selection process.
6 . A non-transitory computer-readable recording medium recording a control program that operates a computer to:
detect a feature region having a predetermined feature from an input image;
calculate a first circumscribed polygon region as a convex hull circumscribed region that contains the feature region;
calculate a principal axis of inertia for the feature region;
use the calculated principal axis of inertia to divide the feature region;
calculate two second circumscribed polygon regions as convex hull circumscribed regions that respectively contain the divided feature regions;
select either the first circumscribed polygon region or the two second circumscribed polygon regions on the basis of a ratio of a combined area of the two second circumscribed polygon regions to the first circumscribed polygon region; and
execute an object detection processing on the first circumscribed polygon region or the two second circumscribed polygon regions.
7 . The information processing device according to claim 2 ,
wherein the processor differentiates a human body by executing an object detection processing.
8 . The information processing device according to claim 2 ,
wherein the processor detects at least one of a moving region, a region having pixel values within a predetermined range, or a region enclosed by edges as the feature region.
9 . The information processing device according to claim 3 ,
wherein the processor detects at least one of a moving region, a region having pixel values within a predetermined range, or a region enclosed by edges as the feature region.