Method for realizing classification of scene images
A technology of scene image and classification method, which is applied in the direction of instruments, character and pattern recognition, computer parts, etc., can solve the problem of not being able to effectively use various feature information of images, scene image classification has not yet achieved satisfactory results, and ignoring classifiers Complementary advantages of different features and other issues to achieve the effect of improving classification accuracy, fast computing speed, and good noise resistance
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In order to make the objectives, technical solutions, and advantages of the present invention clearer, the following further describes the present invention in detail in conjunction with specific embodiments and with reference to the accompanying drawings.
Figure 1 shows a schematic diagram of the system structure of the present invention. The basic hardware conditions required to realize the system structure of the present invention are: a computer with a main frequency of 2.4GHz and a memory of 1G; the required software conditions are: a programming environment ( Visual C++ 6.0), the system structure of the present invention is implemented in a computer, including: scene image reading module 1, gray image judgment module 2, gray image conversion module 3, image grade division module 4, local binary mode feature calculation Module 5, local binary pattern feature quantification module 6, histogram calculation module 7, principal component analysis calculation module 8, histogram...
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