Medical Image Registration Using Landmark Registration Technique and Fusion

被引:3
作者
Revathy, R. [1 ]
Kumar, S. Venkata Achyuth [1 ]
Reddy, V. Vijay Bhaskar [1 ]
Bhavana, V [1 ]
机构
[1] Amrita Vishwa Vidyapeetham, Dept Elect & Commun Engn, Amrita Sch Engn, Bengaluru, India
来源
COMPUTATIONAL VISION AND BIO-INSPIRED COMPUTING | 2020年 / 1108卷
关键词
Image fusion; Image registration; Landmark registration; Discrete wavelet transform; Bicubic interpolation;
D O I
10.1007/978-3-030-37218-7_46
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The process of image registration and fusion is used to obtain a resultant image with better characteristics. The concept of image registration and fusion can be used in various domains such as remote sensing, satellite imaging, medical imaging, etc. But, as the smallest of errors can have great consequences in medical images, applying these concepts in medical imaging will make a great difference. Aligning images spatially into one single framework is attained through image registration. There are various methods or techniques to implement image registration. Landmark registration, a semi-automatic registration method is used where images are spatially aligned by selecting control points from both the images and applying geometric transformation that helps in translation, rotation, scaling and shearing. During fusion process intermixing of traits from source images is performed using Discrete Wavelet Transform and Bicubic interpolation. The resultant image helps the doctors for better clinical diagnosis.
引用
收藏
页码:402 / 412
页数:11
相关论文
共 12 条
[1]  
Bhavana V, 2016, 2016 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), VOL. 1, P795, DOI 10.1109/ICCSP.2016.7754254
[2]   Multi-Modality Medical Image Fusion using Discrete Wavelet Transform [J].
Bhavana, V ;
Krishnappa, H. K. .
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON ECO-FRIENDLY COMPUTING AND COMMUNICATION SYSTEMS, 2015, 70 :625-631
[3]  
Chaitanya CK, 2017, INT CONF COMP COMMUN
[4]  
Corso J.J., 2006, MICCAI 2006
[5]   Current trends in medical image registration and fusion [J].
El-Gamal, Fatma El-Zahraa Ahmed ;
Elmogy, Mohammed ;
Atwan, Ahmed .
EGYPTIAN INFORMATICS JOURNAL, 2016, 17 (01) :99-124
[6]  
Haribabu M., 2012, 2012 International Conference on Advances in Mobile Network, Communication and its Applications (MNCAPPS), P127, DOI 10.1109/MNCApps.2012.33
[7]  
Haribabu M., 2017, IEEE INT C POW CONTR
[8]  
Jha N., 2017, INT C REC INN IS SIG
[9]  
Madhuri G., 2015, 2015 INT C COMP NETW
[10]  
Radhakrishna A., 2015, INT J APPL ENG RES, V10, P20559