Heterogeneous image block matching method based on image conversion
An image conversion and heterogeneous image technology, applied in the field of image processing, can solve problems such as poor network matching accuracy and generalization, inability to extract targeted features from different images, and loss of spatial information of features, so as to overcome the inconsistency of feature calculation distance Accurate, overcome low matching accuracy and poor robustness, improve accuracy and robustness
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[0046] The present invention will be further described below in conjunction with the drawings.
[0047] Such as figure 1 As shown, the heterogeneous image block matching method based on image conversion provided by the present invention includes the following steps:
[0048] Step 1. Obtain training samples and test samples:
[0049] (1a) Read in the registered heterogeneous image, which includes SAR image and optical image;
[0050] (1b) The Harris method is used to detect the corner points of the optical image, and the coordinates of the detected corner point A are used as the center point, and the fixed value w is used as the side length to cut the optical image to obtain the optical image block. In the example, the value of w is 32;
[0051] (1c) Take the feature point B corresponding to the corner point coordinates on the SAR image. At the same time, randomly select a feature point C on the SAR image, and then use the coordinates of feature point B and feature point C on the SAR i...
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