Title :
A temporal subtraction method for thoracic CT images using non rigid warping technique
Author :
Tokisa, Takumi ; Kim, Hyoungseop ; Tan, Joo Kooi ; Ishikawa, Seiji ; Moon, Young Lae ; Yoon, Sung Ho ; Kim, Wontae
Author_Institution :
Dept. of Control Eng., Kyushu Inst. of Technol., Fukuoka, Japan
Abstract :
A temporal subtraction technique which is subtracted from previous image to current one is introduced as powerful tools in medical fields to diagnose abnormalities. It provided a computer aided diagnosis (CAD) tools on visual screening. Radiologist can detect lesions on image by compare the two images. It is because the subtraction image can enhance the temporal changes, such as shaped of new lesions and/or the temporal changes in existing abnormalities by removing most of the normal background structures by subtraction of a previous image from a current one. There are some technical reports to register the different images until now. But subtraction artifacts are still remained which are caused by mis-registration. In this paper, we propose a new method for temporal subtraction method on thoracic MDCT images using non-rigid image warping techniques based on free form deformation (FFD). We applied our method to two clinical cases of chest CT image sets and compare to conventional methods in terms of computational cost and accuracy.
Keywords :
computerised tomography; image registration; medical image processing; radiology; CAD tools; FFD; MDCT images; computer aided diagnosis; free form deformation; medical fields; mis-registration; nonrigid warping technique; radiology; temporal subtraction method; thoracic CT images; visual screening; Accuracy; Biomedical imaging; Computational efficiency; Image registration; Jacobian matrices; Splines (mathematics); Vectors; Chest CT image; Free form deformation; Non-rigid image registration; Temporal subtraction technique;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8