Þrastarson is an Icelandic patronymic. Notable people with this name include:
Haukur Þrastarson (born 2001), Icelandic handball player Styrmir Snær Þrastarson (born 2001), Icelandic basketball player Tómas Valur Þrastarson (born 2005), Icelandic basketball player