Target image enhancement using representative line in MR cholangiography images

被引:7
作者
Kobashi, S [1 ]
Kondo, K [1 ]
Hata, Y [1 ]
机构
[1] Univ Hyogo, Grad Sch Engn, Himeji, Hyogo, Japan
关键词
Fuzzy Image Enhancement; medical imaging; MR cholangiography; pancreatic duct; computer-aided diagnosis;
D O I
10.1002/ima.20015
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
MR cholangiography (MRC) is a commonly used imaging method for diagnosing the pancreatic duct. This article proposes a novel method for enhancing medical images called target image enhancement using representative line (TIER), and its application to MRC images. Our method first finds the representative line (RL) of the pancreatic duct using a fuzzy if-then rule. TIER presumes the approximate region of the pancreatic duct using the obtained RL, and then emphasizes the intensity in the approximate region. Therefore, our method does not require any segmentation procedures, which often may be hard work. We evaluated the ability to find the RL and to estimate the approximate region of the pancreatic duct by applying the proposed method to computer-simulated data and MRI phantom data. We also show the image-enhanced images for normal and abnormal patients. (C) 2004 Wiley Periodicals, Inc.
引用
收藏
页码:122 / 130
页数:9
相关论文
共 10 条
[1]   A new fuzzy logic filter for image enhancement [J].
Farbiz, F ;
Menhaj, MB ;
Motamedi, SA ;
Hagan, MT .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (01) :110-119
[2]  
Kobashi S, 2001, 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, P1095, DOI 10.1109/ICIP.2001.958318
[3]   EXPERIMENT IN LINGUISTIC SYNTHESIS WITH A FUZZY LOGIC CONTROLLER [J].
MAMDANI, EH ;
ASSILIAN, S .
INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1975, 7 (01) :1-13
[4]  
PAL SK, 1981, IEEE T SYST MAN CYB, V11, P494
[5]  
RUSS JC, 1999, IMAGE PROCESSING HDB, P259
[6]   Recent advances in fuzzy techniques for image enhancement [J].
Russo, F .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1998, 47 (06) :1428-1434
[7]  
Shibata M, 2002, ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING, P2284
[8]   BREATH-HOLD MR CHOLANGIOPANCREATOGRAPHY WITH A LONG-ECHO-TRAIN FAST SPIN-ECHO SEQUENCE AND A SURFACE COIL IN CHRONIC-PANCREATITIS [J].
TAKEHARA, Y ;
ICHIJO, K ;
TOOYAMA, N ;
KODAIRA, N ;
YAMAMOTO, H ;
TATAMI, M ;
SAITO, M ;
WATAHIKI, H ;
TAKAHASHI, M .
RADIOLOGY, 1994, 192 (01) :73-78
[9]  
WATANABE M, 1998, CRITICAL REV DIAGNO, V39, P111
[10]  
Zadeh L. A., 1987, FUZZY SETS APPL