Image processing apparatus utilizing keypoints in an image analysis and method thereof
View Patent ↗An image processing apparatus and method thereof are provided. The image processing apparatus stores at least a reference image and performs the following operations: (a) receiving an image, (b) determining a plurality of representative keypoints for the image, such as determining the representative keypoints by a density restriction based method, (c) finding out that a matched area in the image corresponds to a first reference image according to the representative keypoints, (d) determining that a matched number between the representative keypoints and a plurality of reference keypoints of the first reference image is less than a threshold, and (e) storing the matched area in the image processing apparatus as a second reference image.
1. An image processing apparatus, comprising:
a transceiving interface, being configured to receive an image; and
a processor electrically connected to the transceiving interface, being configured to determine a plurality of initial keypoints for the image, divide the image into a plurality of areas, and determine at least a part of the initial keypoints as a plurality of representative keypoints of the image according to a threshold and a strength of each of the initial keypoints,
wherein a number of the representative keypoints in each of the areas is not greater than the threshold,
wherein the processor selects one of the initial keypoints as a to-be-analyzed keypoint according to a processing sequence, and designates the to-be-analyzed keypoint as one of the representative keypoints in response to determining that an accumulated number of the representative keypoints in the area to which the to-be-analyzed keypoint belongs is less than the threshold.
2. The image processing apparatus of claim 1 , wherein the processor discards the to-be-analyzed keypoint in response to determining that the accumulated number of the representative keypoints in the area to which the to-be-analyzed keypoint belongs has reached the threshold.
3. The image processing apparatus of claim 1 , wherein the processor sorts the initial keypoints from the initial keypoint having the greatest strength to the initial keypoint having the lowest strength as the processing sequence.
4. An image processing method, being adapted for an electronic apparatus and comprising the following steps:
(a) receiving an image;
(b) determining a plurality of initial keypoints for the image;
(c) dividing the image into a plurality of areas; and
(d) determining at least a part of the initial keypoints as a plurality of representative keypoints of the image according to a threshold and a strength of each of the initial keypoints;
wherein the number of the representative keypoints in each of the areas is not greater than the threshold;
wherein the step (d) comprises the following steps:
selecting one of the initial keypoints as a to-be-analyzed keypoint according to a processing sequence;
determining that an accumulated number of the representative keypoints in the area to which the to-be-analyzed keypoint belongs is less than the threshold; and
designating the to-be-analyzed keypoint as one of the representative keypoints.
5. The image processing method of claim 4 , wherein the step (d) comprises the following steps:
determining that the accumulated number of the representative keypoints in the area to which the to-be-analyzed keypoint belongs has reached the threshold; and
discarding the to-be-analyzed keypoint.
6. The image processing method of claim 4 , wherein the step (d) further comprises the following step:
sorting the initial keypoints from the initial keypoint having the greatest strength to the initial keypoint having the lowest strength as the processing sequence.