Preface: C is an ellipse if and only if C  has no ideal points.

Proof: Suppose $\Delta$ < $ 0$.
To look for ideal points we examine $f(x,y,z)= Ax^2 + Bxy+Cy^2 +Dxz+Eyz+Fz^2 = 0$  when $z = 0$.
So we wish to solve ...

$f(x,y,0) = Ax^2 + Bxy+Cy^2 = 0$ (*).

$x = \frac{-By \pm \sqrt{B^2y^2 -4 ACy^2}}{2A} =\frac{-B \pm \sqrt{B^2 -4 AC}}{2A}y $

          or for $y$ in terms of $x$:

$y = \frac{-Bx \pm \sqrt{B^2x^2 -4 ACx^2}}{2C} =\frac{-B \pm  \sqrt{B^2 -4 AC}}{2C}x $.

          However neither approach will yield non-zero real number solutions because $\Delta = B^2 -4AC$ < $0$.

Thus
C  has no ideal points
and C  is an ellipse.