“…However, while advancements in image processing tools have led to faster and more accurate depth estimation in stereo imaging, effectively fulfilling the diverse requirements of various applications, it is important to note that the use of traditional refractive lenses imposes certain limitations on camera functionalities and size. To circumvent these issues, dielectric metasurfaces, i.e., arrays of nanostructures with subwavelength dimensions, patterned on a thin (typically glass) substrate, are promising alternatives to replace refractive optical systems with advantages in terms of the form factor, unprecedented functionalities, and cost-effectiveness, due to their large-scale manufacturability. − In this regard, metalenses, i.e., metasurfaces acting as lenses, ,− have shown particular promise due to their ability not only to replace but to outperform traditional lenses by, e.g., enabling advanced functionalities that are difficult, if not impossible, to achieve with a single refractive lens (such as near-unity NA focusing , and single layer wide FOV imaging − ). In the context of 3D detection, metalenses have been explored using different concepts such as the dispersive behavior of metalenses, bifocal metalenses, complex engineered point-spread functions, − or stereo imaging with binocular metalens for short-range underwater imaging .…”