Femtosecond laser-based processing methods and their applications in optical device manufacturing: A review

•Physical mechanisms and models for fabrication of various materials are concluded.•Latest advancements of optical processing systems and methods are reviewed.•Technologies in high resolution, large-scale 3D and 4D fabrication are reviewed.•Cutting-edge processing approaches of four kinds of optical devices are summarized.