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On the basis of only visual and odometer, a robust perception model is established to extract environmental features through effective fixed scale feature-transformation method, and updated feature by unscented Kalman filtering. The scale invariant feature transform (SIFT) is studied for 3D reconstruction, and a fast feature matching algorithm based on SIFT is proposed. A map representation method...
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