The suspects were accused of setting traps along the racing routes to capture the pigeons and demanding up to Tw$5,000 ($165) in ransom per bird from the owners, said the Criminal Investigation Bureau.
Pigeon racing is popular in Taiwan but has been linked to underground gambling.