Particle tracking to extract velocity angle and temperature

I am working on metal melting, and during the process there is eruption of particles in liquid form. These particles are moving at different velocity, angle and temperature. I will like to extract the velocity, angle and temperature at which these particles are traveling as I have GIF file attached. I will appreciate if anyone know of particle filter I could use to extract the data.