Map Building and Localization of a Robot Using Omnidirectional Image Sequences

The paper describes a map building module, where the image sequences of theomnidirectional camera are transformed into virtual top-view ones and melted into theglobal dynamic map. After learning the environment from training images, a current imageis compared to the training set by appearance-based matching. Appropriate classificationstrategies yield an estimate of the robot's current position.