Title :
Fast detection of breast position for 3D USCT
Author :
Bo Qin ; Zapf, Michael ; Kretzek, Ernst ; Xiaochuan Ma ; Ruiter, Nicole V.
Author_Institution :
Inst. for Data Process. & Electron, Karlsruhe Inst. of Technol., Karlsruhe, Germany
Abstract :
The 3D USCT II system needs a method to localize and reposition a non-centrally positioned breast. A novel imaging technique (IIT) was introduced to retrieve intersection images of breasts. By detecting the breast deviation direction from these images, the breast position can be estimated. This method limits the amount of data and speeds up the data transmission by producing only 2D images and generalizing the breast as convex. It achieves an mean accuracy of 0.73° for the estimation of the breast deviation direction. IIT achieves a data reduction rate of 99.99%, which speeds up the data transfer to 0.1 s. Therefore, IIT achieves a fast and sufficiently accurate detection of the breast position for USCT II system.
Keywords :
biomedical telemetry; biomedical ultrasonics; computerised tomography; image retrieval; medical image processing; object detection; 2D images; 3D USCT II system; breast deviation direction detection; breast deviation direction estimation; breast intersection image retrieval; breast position detection; data reduction rate; data transfer; data transmission; imaging technique; noncentrally positioned breast; time 0.1 s; Acoustics; Apertures; Breast; Imaging; Indexes; Noise; Three-dimensional displays; Data Reduction; Fast Imaging; Position Detection; Reflectivity imaging; Ultrasound Computer Tomography;
Conference_Titel :
Ultrasonics Symposium (IUS), 2014 IEEE International
Conference_Location :
Chicago, IL
DOI :
10.1109/ULTSYM.2014.0471