Title :
The Effect of Back-Scan Conversion on the Texture Features of Ultrasound Image
Author :
Lai, Chao-Wei ; Tsao, Jenho ; Lo, Men-Tzung
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei
fDate :
6/27/1905 12:00:00 AM
Abstract :
Ultrasound is an important way of physical examination nowadays. Many literatures tried to find a quantified standard for diagnosing ultrasonic images; however, they neglected the effect of scan-conversion on image textures. This paper provides a preprocessing method, which practically conforms to the ultrasound image formats, and then compares the effect of the preprocessing method. Several images of sponges were used to evaluate the effect of the preprocessing because of their nearly homogeneous texture. It was found that the spread of standard deviations of the extracted features got narrower, at best 4 times, with preprocessing than that without preprocessing. The back-scan conversion is indispensable for the analysis of ultrasound images using features sensitive to depth and orientation
Keywords :
biomedical ultrasonics; feature extraction; image texture; medical image processing; back-scan conversion; feature extraction; image textures; preprocessing method; texture features; ultrasound image; Chaos; Feature extraction; Image analysis; Image converters; Image texture; Image texture analysis; Liver; Probes; Speckle; Ultrasonic imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616817