Experimental evidence of the theoretical spatial frequency response of cubic phase mask wavefront coding imaging systems

Low-cost and simple optical system based on wavefront coding and deep learning

With the development of computational imaging, the integration of optical system design and digital algorithms has made more imaging tasks easier to perform. Wavefront coding (WFC) is a typical computational imaging technique that is used to address the constraints of optical aperture and depth of field. In this paper, we demonstrated a low-cost and simple optical system based on WFC and deep learning. We constructed an optimized encoding method for the phase plate under the framework of deep learning, which reduces the requirement for aberration correction in the full field of view. Optical coding was achieved with just a double-bonded lens and a simple cubic phase mask, and digital decoding used the deep residual UNet++ network framework. The final image obtained has good resolution, whereas the depth of field of the system expanded by a factor of 13, which is of great significance for the high-precision inspection and attaching of small parts of machine vision.

Freeform optics for variable extended depth of field imaging

Imaging depth of field is shallow in applications with high magnification and high numerical aperture, such as microscopy, resulting in images with in- and out-of-focus regions. Therefore, methods to extend depth of field are of particular interest. Researchers have previously shown the advantages of using freeform components to extend depth of field, with each optical system requiring a specially designed phase plate. In this paper we present a method to enable extended depth-of-field imaging for a range of numerical apertures using freeform phase plates to create variable cubic wavefronts. The concept is similar to an Alvarez lens which creates variable spherical wavefronts through the relative translation of two transmissive elements with XY polynomial surfaces. We discuss design and optimization methods to enable extended depth of field for lenses with different numerical aperture values by considering through-focus variation of the point spread function and compare on- and off-axis performance through multiple metrics.

Experimental analysis of a wavefront coding system with a phase plate in different surfaces

The application of an integrated phase plate can greatly simplify an optical system structure due to the defocus insensitivity and aberration inhibition of the wavefront coding imaging technology. In addition, the development of free-form surface technology promotes the application of integrated phase plates. In order to view the imaging characteristics of the integrated wavefront coding system, we built two kinds of wavefront coding systems with the phase plate integrated in different surfaces of the optical system. Simulation results show that phase plates with the same parameters but in different surfaces can realize consistent results. For further observation, two separated phase plates with the same parameters are processed, and, correspondingly, experiments of microscopic objective imaging are carried out. Experimental results confirm that the phase plate can be successfully applied to increase the design flexibility of wavefront coding, leading to a potential mass application solution.

High-throughput nonlinear optical microscopy

High-resolution microscopy methods based on different nonlinear optical (NLO) contrast mechanisms are finding numerous applications in biology and medicine. While the basic implementations of these microscopy methods are relatively mature, an important direction of continuing technological innovation lies in improving the throughput of these systems. Throughput improvement is expected to be important for studying fast kinetic processes, for enabling clinical diagnosis and treatment, and for extending the field of image informatics. This review will provide an overview of the fundamental limitations on NLO microscopy throughput. We will further cover several important classes of high-throughput NLO microscope designs with discussions on their strengths and weaknesses and their key biomedical applications. Finally, this review will close with a perspective of potential future technological improvements in this field.