On-orbit high-precision light-weight global image control point database construction method and system
A construction method and technology of control points, which can be used in still image data retrieval, still image data indexing, special data processing applications, etc. The effect of improving the rate and ensuring the accuracy
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[0087] Such as figure 2 As shown, the on-orbit high-precision lightweight global image control point database construction method provided by the embodiment of the present invention first obtains the satellite remote sensing image to be processed and its corresponding control point attribute information for processing. The specific steps are as follows:
[0088] Step 1, use the SIFT image feature extraction algorithm to perform preliminary extraction of feature points on satellite remote sensing images, the process is as follows image 3 As shown, and then use the uniform sampling algorithm to make the number of feature points in the image range sparse and evenly distributed. Image feature descriptors calculated using the SIFT algorithm such as Figure 4 As shown, each feature point is represented by an 8-dimensional direction vector in a total of 16 seed blocks of 4×4. Therefore, each feature descriptor is a 128-dimensional feature vector.
[0089] Step 2. Determine the po...
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