In a sense yes. Take the above given Planck distribution. Let's rewrite this as a distribution function for the energy of photons and the angle ##\vartheta## relative to the observer's velocity against the restframe of the heat-bath. For the following I use natural units of many-body HEP, i.e., ##\hbar=c=k_{\text{B}}=1##, which simplifies the formulae somewhat. First of all we have for photons ##E=|\vec{p}|##. So we have for the photon-number distribution
$$\mathrm{d} N = \frac{\mathrm{d}^3 \vec{p}}{(2 \pi)^3} \frac{1}{\exp(\gamma E(1-\beta \cos \vartheta)/T}.$$
Now you have
$$\mathrm{d}^3 \vec{p} = P^2 \mathrm{d} P \mathrm{d} [\cos \vartheta] \mathrm{d} \varphi=E^2 \mathrm{d} E \mathrm{d} [\cos \vartheta] \mathrm{d} \varphi.$$
So in any direction the moving observer sees a Planck spectrum as if he were at rest with an "effective Temperature"
$$T_{\text{eff}}=\frac{T \sqrt{1-\beta^2}}{1-\beta \cos \vartheta}.$$
This is nothing else than the Doppler effect for thermal radiation. This can be used, e.g., to measure our velocity against the cosmic microwave background radiation (i.e., the usually used "fundamental frame" of cosmology). Indeed the maps of the Planck or WMAP satellites' measurement of the background-radiation temperature are only so uniform after taking out this effect of our motion relative to the fundamental coordinate system, which is defined as a reference frame at rest relative to the CMBR. In the angular power spectrum of the temperature variation this leads to a large dipole contribution. See, e.g.,
http://www.astro.ucla.edu/~wright/CMB-DT.html
Still, it's clear that we define only ##T## (a scalar!) as the temperature characterizing the radiation.
A similar effect has to be taken into account in the physics of heavy-ion collisions. Also there photons are a very important probe to figure out the properties of the hot and dense medium (partially a Quark Gluon Plasma, partially a hot and dense gas of hadrons), which consists of a very hot and dense nearly thermalized fireball undergoing rapid expansion (collective flow) and cooling down. This fireball emits photons, which are distributed similarly as Planck radiation, although it is not Planck radiation, because the photons immediately decouple from the medium. Since, however this medium is close to thermal equilibrium, the radiation shows a exponential decay with the photons' energy as Planck radiation. The corresponding expoinential slope of the momentum (or transverse-momentum) spectra is not directly the temperature but it's Doppler blue shifted since the photons are emitted from the radially expanding medium. So when estimating the temperature of the fireball (or more precisely a space-time weighted average of the temperature over the entire fireball evolution) one has to take into account this Doppler shift by modelling the expansion of the medium accurately (e.g., using realtivistic hydrodynamics or transport theory).
Another measure are invariant-mass spectra of dileptons (i.e., electron-positron or muon-antimuon pairs). There's a mass window between 1 and 2.5 GeV invariant mass, where the source is pretty unstructured (i.e., free of resonances), and thus the slope admits a direct estimate of the temperature of the medium, since as a function of invariant mass, there's no blue shift of the spectra due to the motion of the source, exactly because invariant mass is a scalar quantity. For more details on this, see the slides of my lectures at various graduate-school lecture weeks:
http://th.physik.uni-frankfurt.de/~hees/hqm-lectweek14/index.html
http://th.physik.uni-frankfurt.de/~hees/publ/qm14-lect.pdf
http://th.physik.uni-frankfurt.de/~hees/publ/graz15-1.pdf
http://th.physik.uni-frankfurt.de/~hees/publ/graz15-2.pdf
http://th.physik.uni-frankfurt.de/~hees/publ/cbm16-lect.pdf