Christoph Kading

Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances

Current visual recognition algorithms are "hungry" for data but massive annotation is extremely costly. Therefore, active learning algorithms are required that reduce labeling efforts to a minimum by selecting examples that are most valuable for labeling. In active learning, all categories occurring…