Global Search Optics: Automatically Exploring Optimal Solutions to Compact Computational Imaging Systems

arXiv:2404.19201v1 Announce Type: cross
Abstract: The popularity of mobile vision creates a demand for advanced compact computational imaging systems, which call for the development of both a lightweight optical system and an effective image reconstruction model. Recently, joint design pipelines come to the research forefront, where the two significant components are simultaneously optimized via data-driven learning to realize the optimal system design. However, the effectiveness of these designs largely depends on the initial setup of the optical system, complicated by …

arxiv compact computational cs.cv cs.ro eess.iv global imaging optics physics.optics search solutions systems type