Javed Munshi, suspected to be a member of the outlawed 'Tehreek e Mujahideen' outfit in Kashmir Valley, was picked up from near Canning Hospital by a joint team of Jammu and Kashmir Police and West Bengal Police's Special Task Force, the officer said.