The Scientific Image Analysis Group (SIAG) is a new effort at Harvard to create, develop, and implement advanced algorithms that facilitate science with images, and share them with the world. We aspire to become a leading center of innovation in scientific image analysis, honing our tools on specific projects while providing more general tools to the broader community.