Alexander Narr

Stream-based Active Learning for efficient and adaptive classification of 3D objects

We present a new Active Learning approach for classifying objects from streams of 3D point cloud data. The major problems here are the non-uniform occurrence of class instances and the unbalanced numbers of samples per class. We show that standard online learning methods based on decision trees perf…