Front-scan sonar image splicing method
An image mosaic and image technology, which is applied in image enhancement, image analysis, image data processing, etc., can solve problems such as differences, hard work of interpreters, and difficulties in detection and recognition
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Embodiment 1
[0120] attached figure 1 It is a flow chart of a forward-scan sonar image stitching method in an embodiment of the present invention. Such as figure 1 As shown, the operation steps of the forward-scan sonar image stitching method include the following:
[0121] 1. Sonar image input: display the echo data received by the forward-scan sonar in the form of a grayscale image through DIDSON's own software.
[0122] 2. Feature point detection and description:
[0123] The feature point detection and description between the sonar image to be matched and the reference sonar image is realized by the SURF algorithm:
[0124] ⑴ integral image
[0125] Integral images can greatly improve the computational efficiency of framed convolution filters. For a point in the integral image , ,Available:
[0126] (1)
[0127] in, Indicates the original image, the origin and the point The sum of all pixel values in the formed rectangular area; Re...
Embodiment 2
[0204] Step (7) image fusion is another preferred embodiment of the present invention. The operation steps of image fusion include the following:
[0205] A boundary-preserving weighted smoothing algorithm is used to realize the fusion of sonar images: for two adjacent frames of forward-scan sonar images with a small viewing angle range, under normal circumstances, due to the difference in sampling time and sampling angle, uneven brightness will appear in the overlapping part In order to make the overlapping parts of two adjacent images visually consistent and without obvious seams, this scheme adopts the image gray scale stretching method to improve the contrast of the image, and the brightness of different frame images The adjustment is consistent, and the resolution of the image is enhanced; and a boundary-preserving weighted smoothing algorithm is used to realize the fusion of the registered images.
[0206] Such as Figure 10 as shown, , are two adjacent sonar image...
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