This is a collection of six papers on topics ranging from low level sensor processing, through the immediate levels of perceptual organization, to high level object recognition. In addition, there are three papers on aspects of active vision, which integrates action within the perceptual cycle and, in some sense, cuts across all layers of the vision problem but in a highly task-specific way.