This book constitutes the refereed proceedings of the Second International Workshop on Computer Vision Systems, ICVS 2001, held in Vancouver, Canada, in July 2001. The 20 revised full papers presented were carefully reviewed and selected from 30 submissions. The papers are organized in topical sections on architectures for computer vision systems, tracking, autonomous driving, real-time vision modules, recognition, and exploration and navigation.