This volume is a collection of reports on work in computer and biological vision. The work is supported by the ESPRIT Basic Research project INSIGHT, in which an interdisciplinary group of scientists are integrating techniques and results from computer science, mathematics, neuroscience, and psychophysics into a coherent framework to study general purpose vision systems.