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In this paper, a method for side scan sonar image matching is proposed based on SURF and similarity calculating in typical areas. The process is composed of three steps of rough matching, geometric correction and accurate matching. Firstly, rough matching is implemented to get a rough matching relationship of reference image and matching image based on SURF. Then geometric correction is executed with...
The classification of stored product insects has been an important and difficult aspect of grain reserve in the world. The existing classification methods cannot acquire excellent performance. AdaBoost, an adaptive boosting algorithm, may improve the classification accuracy of any given classifier. In this paper AdaBoost is adopted to increase the performance of artificial neural network for stored...
This paper presents a method in classifying the baking quality-test bread based on Gabor filters and SVMs. Gray images of the field of view are transformed with different orientations and scales by filters. The texture features are denoted by the energy standard value and standard variance. A multi-class Support Vector Machine is proposed to implement the quick classification of baking bread according...
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