  In this paper, we study the restriction estimate for a certain surface of
finite type in $\mathbb{R}^3$, and partially improves the results of
Buschenhenke-M\"{u}ller-Vargas. The key ingredients of the proof include the so
called generalized rescaling technique based on a decomposition adapted to
finite type geometry, a decoupling inequality and reduction of dimension
arguments.
