We propose a parametric model that maps free-view images into a vector space of coded facial shape, expression and appearance using a neural radiance field, namely Morphable Facial NeRF. MoFaNeRF can be used to synthesize free-view images by fitting to a single image or generating from a random code. The synthesized face is morphable that can be rigged to any expressions and be edited to any shapes or appearances.
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