Method suitable for capturing images of various non-rectangular cross-section screens
A non-rectangular, screen technology, applied in the direction of kernel method, user interface execution, data processing input/output process, etc., can solve the problem that the rectangular section cannot meet the needs of complex scenes, and improve the wide applicability and user experience, Guaranteed real-time and applicability effects
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Embodiment 1
[0039] refer to Figure 1 to Figure 8 , which is the first embodiment of the present invention, provides a method applicable to various non-rectangular section screen capture methods, including:
[0040] S1: Construct a deep confidence multi-shape screenshot model based on the principle of least squares support vector machine. It should be noted that building a multi-shape screenshot model includes:
[0041] Use the least squares support vector machine to select the radial basis function as the objective function of the multi-shape screenshot model, as follows:
[0042]
[0043] Among them, x={x 1 ; x 2 ;…;x 14}: screenshot feature matrix composed of historical screenshot mode feature vectors collected based on deep belief network, y: screenshot feature vector and touch point information of historical screenshot mode, σ: kernel width, reflecting the distribution and range characteristics.
[0044] S2: Optimizing the training of the multi-shape screenshot model by using...
Embodiment 2
[0067] In order to better verify and explain the technical effect adopted in the method of the present invention, the present embodiment chooses to carry out a comparative test with the traditional Word document screenshot method and the method of the present invention, and compares the test results by means of scientific demonstration to verify that the method of the present invention has real effect.
[0068] The traditional Word document screenshot method is cumbersome to operate, not efficient, and affects user experience. In order to verify that the method of the present invention has higher operating efficiency, real-time accuracy of screenshots and better user experience compared with traditional methods, in this embodiment The real-time measurement and comparison of 100 randomly selected user operations will be carried out by adopting the traditional Word document screenshot method and the method of the present invention respectively.
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