Abstract
NeRF (Neural radiation field) as one of the most popular research fields, the method has also been extended to the field of viewpoint synthesis, and the use of NeRF to represent three-dimensional scenes or models has been proposed, so that it has been successfully applied to the field of viewpoint synthesis and achieved high-quality synthesis results. This paper reviews the principle of NERF and its advantages and disadvantages, focusing on the areas where NeRF needs to be improved. The research directions of NERF in different fields were introduced and analysed. For example, the construction of Block-NeRF in Google Maps makes unmanned technology go to a higher level, and the digital protection and restoration of ancient cultural relics. And the research directions that can be optimized and expanded by NERF in the future are analysed and proposed.
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