Underwear-clad duo arrested following cross-border pursuit

Police have arrested a man and woman following a cross-border pursuit. (ABC News: Kristofor Lawson)

Police have arrested a Mildura man and woman after a cross-border pursuit in Victoria's north-west.

They allege the man and woman led police in a car chase after a series of incidents in recent days.

The pair was arrested without incident about 1:30pm in Red Cliffs.

Police have arrested and charged a man after a cross-border police chase near Mildura.

The man, and a 23-year-old woman, both from Mildura, were arrested at Red Cliffs after a police pursuit that concluded at Trentham Cliffs, New South Wales, about 15kms east of Mildura.

Police found the pair in the backyard of a house on Buloke Street after several members of the public called Triple Zero (000).

Police allege the man was involved in a series of recent crimes in the Mildura area, including an armed robbery and non-fatal shooting at a Hawthorn Grove home in Mildura on May 28.

Police are also investigating an alleged assault at a business on Indi Avenue at Red Cliffs on Tuesday.

Another 28-year-old man was arrested in relation to the Red Cliffs assault and is under police guard in hospital.

Members of the police Special Operations Group and the Armed Crime Squad had been in Mildura for several days to help search for those allegedly involved in the incidents.

The 28-year-old Cardross man has been charged with multiple offences including aggravated burglary, reckless conduct endangering life, home invasion, and guns and car theft charges.

He has been remanded to face Mildura Magistrates’ Court on Thursday.