Computer vision research has taken great strides over the past decade. To - ploy researchresults in large-scale, real-worldapplications, progress on scienti?c frontiersmustbecomplementedbycorrespondingresearchanddevelopmentc- cerning issues such as systems integration, scalable architectures and repres- tations, automated con?guration, adaptation and recovery, closing percepti- action-loops, real-time and embedded implementations, benchmarking, etc. The InternationalConferenceonComputerVisionSystems(ICVS)isaregularforum with this perspective on systems. It brings together researchers and...