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Object tracking and state estimation in outdoor scenes is crucial for autonomous vehicle research. For well fulfilling this mission, there are three key challenges should be overcome-obstacles detection and segmentation, ego-motion estimation and object tracking. In our method, 2D Gaussian process algorithm based on local samples is presented here for obstacle area detection. Then, obstacle area is...
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