Image processing method based on multi-scale transform and terminal
An image processing and multi-scale technology, applied in the field of image processing, can solve the problems of limited focus adjustment range, insufficient image depth of field, and inability to conveniently obtain images with full depth of field, etc.
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Embodiment 1
[0081] The image processing method based on multi-scale transformation in the embodiment of the present invention, such as image 3 shown, including the following steps:
[0082] Step 301 , for the same target object, collect multiple images corresponding to different focus distances.
[0083] Step 302: Perform pixel alignment processing on the feature points in the multiple images to obtain multiple images after pixel alignment processing.
[0084] Step 303 , performing image fusion processing on the aligned multiple images to obtain a clear panoramic depth image.
[0085] Adopt the embodiment of the present invention, the image in step 301 is the original image, such as taking a landscape photo, within the span range of the focus distance, select several different focus distances, and take the landscape picture at the same position, you can get multiple images. The span range of the focus distance, taking an example of a terminal with a zoom lens, is a range from wide ang...
Embodiment 2
[0087] The image processing method based on multi-scale transformation in the embodiment of the present invention, such as Figure 4 shown, including the following steps:
[0088] Step 401 , for the same target object, select multiple different focus distances in the preset focus adjustment range.
[0089] Step 402. At the same distance from the target object, according to each of the plurality of different focus distances, respectively acquire an image corresponding to the same target object.
[0090] Step 403, acquiring multiple images, and extracting corresponding feature points in each image respectively.
[0091] Step 404 : Perform pixel alignment processing on corresponding feature points in the multiple images based on the method of image registration, and obtain multiple images after the alignment processing.
[0092] Step 405 , performing image fusion processing on the aligned multiple images to obtain a clear panoramic depth image.
[0093] In the practical applic...
Embodiment 3
[0098] A terminal according to an embodiment of the present invention, such as Figure 5 As shown, the terminal includes:
[0099] The acquisition unit 11 is configured to acquire multiple images corresponding to different focus distances for the same target object;
[0100] The first processing unit 12 is configured to perform pixel alignment processing on the feature points in the plurality of images to obtain a plurality of images after pixel alignment processing;
[0101] The second processing unit 13 is configured to perform image fusion processing on the aligned multiple images to obtain a clear panoramic depth image.
[0102] In an embodiment of the present invention, the acquisition unit further includes: a selection subunit, used to select a plurality of different focus distances in the preset focus adjustment range; According to each of the plurality of different focusing distances, one image corresponding to the same target object is collected respectively.
[01...
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