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Human visual system has excellent ability in image processing. Based on the visual principles and fuzzy theory, the model of W3M proposed in the paper simulates the level, two-way connectivity, feature detector and learning mechanism of the visual mechanism to a certain extent. The model accomplishes different types of image segmentation by setting different parameters and shows its application potential through the practical application of some really collected biomedical images in segmentation.

The inspection methods and ways of automatic control system fault positions directly link to the feasibility of products. The paper bases on basis principles of image recognition, studies on the module design of automatic control system images and fault image recognition algorithm, puts forward depressed windowing grey level linear partitioning characteristic extraction algorithm and control system fault characteristic recognition algorithm and check its feasibility.