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- W2356633239 abstract "A novel conception of automatic recognition in the way of no trouble is proposed for trouble of moving freight car detection system(TFDS),to solve the detection problem of sleeper springs in freight cars.The recognition system inspires the feature pool of sleeper springs by Haar features,selects features by Adaboost algorithm,builds a cascade of classifier,scans the whole image with detector of the classifier at every scale,and at last separates images with no trouble.It drastically reduces the amount of detected images and improves the manual recognition efficiency.Experiments show that the proposed method applies a set of simple features and an efficiency detecting strategy,performs high robustness against noise as well as transformation,rotation and scale of objects,and indicates high stability to the images with poor quality,such as low resolution,occlusion,poor illumination and excess exposure etc.The method can recognize sleeper springs in all-weather conditions,which advances the engineering application for TFDS." @default.
- W2356633239 created "2016-06-24" @default.
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- W2356633239 date "2007-01-01" @default.
- W2356633239 modified "2023-09-28" @default.
- W2356633239 title "An automatic recognition method for trouble of sleeper springs of freight cars" @default.
- W2356633239 hasPublicationYear "2007" @default.
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