A 39-year-old Aylesbury man was arrested outside a chicken shop on Cambridge Street at around 1.10pm on Sunday.
Three police cars and a van were spotted at the scene as a large crowd gathered.
The man was handcuffed outside a popular chicken takeaway before being taken away by officers.
The man, who is in police custody, was arrested on suspicion of failing to attend court after being spotted by officers.