Many modern visual recognition algorithms incorporate a step of spatial `pooling', where the outputs of several nearby feature detectors are combined into a local or global `...
One important design decision for the development of autonomously navigating mobile robots is the choice of the representation of the environment. This includes the question which...
In large content-based image database applications, e cient information retrieval depends heavily on good indexing structures of the extracted features. While indexing techniques f...
Many learning tasks for computer vision problems can be described by multiple views or multiple features. These views can be exploited in order to learn from unlabeled data, a.k.a....
A successful detection and classification system must have two properties: it should be general enough to compensate for intra-class variability and it should be specific enough to...