Assuming the star is brighter than the Oort cloud or Kuiper belt object, this is no different than any other occultation: As long as the star can be detected by the camera it can be done.
However, the diffraction effect must be taken into account (even for a point source the measured light does not go from 0% to 100% instantaneously) - the occulting object must be sufficiently large. There is a very good treatment in Diffraction effects during a lunar occultation.
The characteristic length scale for the transition (that the occulting object moves through), $b$, is
$$ b = \sqrt{L\lambda}, $$
where $L$ is the distance to the occulting object and $\lambda$ is the wavelength of the light. Here we assume $\lambda = 500~\mathrm{nm} = 5.0\times10^{-7}~\mathrm{m}$ (green light).
Oort cloud member: at least $60~\mathrm{km}$ in diameter
For an Oort cloud member at $50{,}000~\mathrm{AU}$:
\begin{align}
L & = 50{,}000~\mathrm{AU} \\
& = 50{,}000 \cdot \left(149.60\times10^6~\mathrm{km}\right) \\
& = 7.48\times10^{15}~\mathrm{m}
\end{align}
and
\begin{align}
b & = \sqrt{(7.48\times10^{15}~\mathrm{m}) \cdot (5.0\times10^{-7}~\mathrm{m})} \\
& = 60{,}000~\mathrm{m} \\
& = 60~\mathrm{km} \quad \text{(rounded to one significant digit).}
\end{align}
Thus, an Oort cloud member should be on the order of at least $100~\mathrm{km}$ to be detected using this method.
Kuiper belt member: at least $2~\mathrm{km}$ in diameter
For a Kuiper belt object member at $40~\mathrm{AU}$:
\begin{align}
L & = 40~\mathrm{AU} \\
& = 40 \cdot \left(149.60\times10^6~\mathrm{km}\right) \\
& = 5.984\times10^{12}~\mathrm{m}
\end{align}
and
\begin{align}
b & = \sqrt{(5.984\times10^{12}~\mathrm{m}) \cdot (5.0\times10^{-7}~\mathrm{m})} \\
& = 1730~\mathrm{m} \\
& = 2~\mathrm{km} \quad \text{(rounded to one significant digit).}
\end{align}
Thus, a Kuiper belt member should be on the order of at least $5~\mathrm{km}$ to be detected using this method.
Camera exposure time
The camera must also have enough sensitivity to sample at least once during the occultation.
The orbital speed of a Kuiper belt object is about $5~\mathrm{km}/\mathrm{s}$ - if, say, the object is $50~\mathrm{km}$, the maximum integration time is $10$ seconds. For fainter stars this will be the limiting factor (the camera may be perfectly capable to detect a star with an exposure time of $3$ minutes, but the occultation may be all over by then).
Addendum
A perhaps more familiar scenario is that of lunar occultations:
$$ L = 384{,}000~\mathrm{km} = 3.84\times10^8~\mathrm{m} $$
and
$$ b = \sqrt{(3.84\times10^{8}~\mathrm{m}) \cdot (5.0\times10^{-7}~\mathrm{m})} = 14~\mathrm{m}. $$
As the orbital speed of the Moon is about $1~\mathrm{km}/\mathrm{s}$ the transition takes about $15~\mathrm{ms}$ - equipment with a time resolution better than one hundredth of a second is needed to measure the transition itself.