Rodney Traves, from Southampton, has been on the run from officers, who want to speak to him about the incident in Eastleigh on January 19.
The 47-year-old is described as white, five foot eight inches, proportionate build, brown hair and blue eyes.
He has links to Southampton, Eastleigh and Bournemouth.
Police have also warned associates and family that they will be liable for arrest if they are found to be assisting Traves or harbouring him.
They have advised the public not to approach him.
If you have any information call Hampshire Constabulary on 101 or 999 appropriately and quote 44170024129.