In the petition, the officers also sought records leading up to the police FIR and to quash it and further proceedings against them.
The complainant has refused to come before the Board of Inquiry despite Magistrate's notice, it was pointed out.
The petitioners also pointed that there were inconsistencies in the locations and time of various incidents which she had mentioned.
The High Court had criticised police last week for 'protecting' the higher officials in the Navy in the case while dismissing the anticipatory bail application filed by Lt Ravi Kiran, whose wife had filed the complaint.
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Justice Kemal Pasha observed that it was a 'serious matter' to be dealt with severely by police and a thorough investigation has to be carried out.
Navy had already started an internal probe based on the complaint she submitted to the Navy Chief recently.
The charges of torture related to dowry issues were against her husband and his close relatives.
The Navy had denied her charges and said the complaint was the result of "a marital discord" and the allegations raised by the woman against "superior officers" were "unfair.