Probably named after Queen Victoria. It’s not impossible that the developer had a wife, mother or daughter called Victoria (or the developer was herself Victoria), but if this was not the case it is likely that all these roads are named after the Queen.
[...] Victoria Park is, I presume, named after Queen Victoria, as is the nearby Victoria Road. [...]