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Let $K$ be a non-empty compact subset of $\mathbb{R}^3$. Let $G= \{f \in \mathrm{Isom}~\mathbb{R}^3 | f(K) = K\}$, $G'$ be the identity connected component of $G$. Is it true that $G'$ is isomorphic (as Lie group) $SO(k)$ for some $k \in \{1, 2, 3\}$?

P.S. Related my question on MSE, there I asked about compact sets in $\mathbb{R}^n$, for arbitrary n the answer is no, see also comments here

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It turns out there are already two answers to this question on MSE: All connected closed subgroups in $SO(3)$ and Connected lie subgroup of $SO(3)$