Victoria Police is investigating complaints about a pack of motorcyclist hoons that allegedly "terrorised" the streets of West Footscray and Yarraville as part of a wedding celebration last week.

Fairfax Media has obtained footage of friends of the groom Antonio Sawan doing a lengthy burnout session with motorcycles and a Mercedes that filled the streets of the western suburbs with smoke and noise.

The 'honour guard', followed by the groom's Maserati, then took over the street outside the church in Yarraville's Somerville Road, blocking traffic and "frying tyres" for their friend's "#sickday" on December 27.

It's not the first time the 24-year-old groom has been the focus of police and media attention.