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Complex Image Target Recognition And Intelligent Method Of Application

Posted on:2001-01-01Degree:MasterType:Thesis
Country:ChinaCandidate:H M GaoFull Text:PDF
GTID:2208360002950132Subject:Control theory and control engineering
Abstract/Summary:PDF Full Text Request
Vision is the most important apperceiving means, and the image is the basis of vision. Therefore, on the one hand, digital image processing has become an effective aid to the specialists and scholars who are researching psychology, physiology computer science and so forth. On the other hand, digital image processing has been used in some large-scale applications such as military affairs, remote sensing meteorology etc. Objects' checking and measurement under the complex conditions are important precondition and means to multifunction apperceiving in the images processing, but its complexity bring difficult to research. The effective approach to resolve this problem is simulating ecological pattern and humans intelligent pattern via high-speed of computers. The genetic algorithm used in this paper is one of the best algorithms.In this paper, general knowledge of intelligence method (genetic algorithm) and its improving scheme used have been introduced firstly, then basic knowledge and principles of digital image and its processing theories have been discussed, and the simulation samples using intelligence method are given. On this basis, the author designs a new method, named scanning method, which is used to check the orientation of objects. The method has been applied to practical images processing which aimed at dealing with immobility and complex images. The simulation results show that the method has less restriction, and is better than the formers in efficiency and performances.
Keywords/Search Tags:digital image processing, genetic algorithm, orientation of object, scanning method
PDF Full Text Request
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