  In this work we prove that the set of points at infinity $S_\infty:={\rm
Cl}_{{\mathbb R}{\mathbb P}^m}(S)\cap\mathsf{H}_\infty$ of a semialgebraic set
$S\subset{\mathbb R}^m$ which is the image of a polynomial map $f:{\mathbb
R}^n\to{\mathbb R}^m$ is connected. This result is no further true in general
if $f$ is a regular map, although it still works for a large family of regular
maps that we call quasi-polynomial maps.
