Title :
Image registration: A pre-step in patient´s position verification in radiation therapy
Author :
Singla, Prabhash ; Kumar, Prasoon ; Das, Amitava ; Sardana, Viren ; Sardana, H.K.
Author_Institution :
Univ. Inst. of Eng. & Technol., Panjab Univ., Chandigarh, India
Abstract :
Radiation therapy (RT) is one of the modalities employed for treatment of cancer patients by irradiating the region to be treated using ionizing radiation. In radiation therapy, accurate patient positioning is an important requirement for precise dosage delivery. This paper presents a methodology for image registration employed in verification of the patient´s position during radiation therapy for the treatment of cancer patients. Before treatment, portal image of the patient is acquired using Electronic Portal Imaging Device (EPID) and compared with the Digitally Reconstructed Radiograph (DRR) to evaluate patient set-up error. Our approach involves the use of image registration techniques based on anatomical landmarks prior to the estimation of positional errors between the reference i.e. DRR and portal image. In proposed approach, three pairs of visually recognizable corresponding landmarks were located on DRR and the portal image to extract the transformational parameters required for accurate image registration. The proposed approach was applied on model images to verify the algorithm and results suggested that the proposed approach is promising for image registration before evaluating positional error for radiation therapy.
Keywords :
cancer; feature extraction; image recognition; image registration; medical image processing; portals; radiation therapy; DRR; EPID; cancer patient treatment; dosage delivery; electronic portal imaging device; image registration; ionizing radiation; patient position verification; positional error estimation; radiation therapy; transformational parameter extraction; visually recognizable corresponding landmarks; Algorithm design and analysis; Biomedical applications of radiation; Biomedical imaging; Cancer; Image registration; Information processing; Portals; DRR; Image registration; Portal Image; Radiation therapy;
Conference_Titel :
Image Information Processing (ICIIP), 2011 International Conference on
Conference_Location :
Himachal Pradesh
Print_ISBN :
978-1-61284-859-4
DOI :
10.1109/ICIIP.2011.6108961