Metropolition judge K J Upadhyay rejected the CID application.
Inspector N H Dabhi, and constables Ajay Parmar and Santram Sharma were produced before a magistrate by the state CID (Crime), which is probing the case.
The three are likely to be taken to Hyderabad during their remand, CID sources said on Wednesday.