On-board imager (OBI) based cone-beam computed tomography (CBCT) has become available in radiotherapy clinics to accurately identify the target in the treatment position. However, due to the relatively slow gantry rotation (typically about 60 s for a full 360◦ scan) in acquiring the CBCT projection data, the patient’s respiratory motion causes serious problems such as blurring, doubling, streak...