Improving Registration Using Multi-channel Diffeomorphic Demons Combined with Certainty Maps

被引：0

作者：

Forsberg, Daniel ^{[1
,2
,3
]}

Rathi, Yogesh ^{[4
]}

Bouix, Sylvain ^{[4
]}

Wassermann, Demian ^{[4
]}

Knutsson, Hans ^{[2
,3
]}

Westin, Carl-Fredrik ^{[5
]}

机构：

[1] Sectra Imtec, Linkoping, Sweden

[2] Linkoping Univ, Dept Biomed Engn, Linkoping, Sweden

[3] CMIV, Linkoping, Sweden

[4] Brigham & Womens Hosp, Harvard Med Sch, Psychiatry Neuroimaging Lab, Boston, MA USA

[5] Brigham & Womens Hosp, Harvard Med Sch, Lab Math Imaging, Boston, MA USA

来源：

MULTIMODAL BRAIN IMAGE ANALYSIS | 2011年 / 7012卷

基金：

瑞典研究理事会;

关键词：

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

The number of available imaging modalities increases both in clinical practice and in clinical studies. Even though data from multiple modalities might be available, image registration is typically only performed using data from a single modality. In this paper, we propose using certainty maps together with multi-channel diffeomorphic demons in order to improve both accuracy and robustness when performing image registration. The proposed method is evaluated using DTI data, multiple region overlap measures and a fiber bundle similarity metric.

引用

页码：19 / +

页数：2

共 50 条

[1] Multi-modal image registration based on diffeomorphic demons algorithm
Tang, Chao
Xie, Xiaohui
Du, Ruxu
FIFTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2013), 2013, 8878
[2] HNSF Log-Demons: Diffeomorphic demons registration using hierarchical neighbourhood spectral features
Du, Xiaogang
Gu, Dongxin
Lei, Tao
Wang, Song
Zhang, Xuejun
Meng, Hongying
IET IMAGE PROCESSING, 2021, 15 (11) : 2666 - 2679
[3] Evaluation of Diffeomorphic Demons Algorithm for Deformable Image Registration Using Virtual Phantom
Reiazi, R.
Mohammadi, R.
Mahdavi, S. R.
MEDICAL PHYSICS, 2018, 45 (06) : E228 - E228
[4] Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons
Siless, Viviana
Guevara, Pamela
Pennec, Xavier
Fillard, Pierre
MULTIMODAL BRAIN IMAGE ANALYSIS, 2011, 7012 : 10 - +
[5] MULTI-MODAL DIFFEOMORPHIC DEMONS REGISTRATION BASED ON POINT-WISE MUTUAL INFORMATION
Lu, H.
Reyes, M.
Serifovic, A.
Weber, S.
Sakurai, Y.
Yamagata, H.
Cattin, Ph. C.
2010 7TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, 2010, : 372 - 375
[6] Multi-Channel Wafer Defect Detection Using Diffusion Maps
Mishne, Gal
Cohen, Israel
2014 IEEE 28TH CONVENTION OF ELECTRICAL & ELECTRONICS ENGINEERS IN ISRAEL (IEEEI), 2014,
[7] Multi-Channel Generalized-ICP: A robust framework for multi-channel scan registration
Servos, James
Waslander, Steven L.
ROBOTICS AND AUTONOMOUS SYSTEMS, 2017, 87 : 247 - 257
[8] Segmentation of Hippocampus and Amygdala Using Multi-channel Landmark Large Deformation Diffeomorphic Metric Mapping
Tang, Xiaoying
Mori, Susumu
Ratnanather, Tilak
Miller, Michael I.
2012 38TH ANNUAL NORTHEAST BIOENGINEERING CONFERENCE (NEBEC), 2012, : 414 - 415
[9] A comprehensive approach for multi-channel image registration
Rohde, GK
Pajevic, S
Pierpaoli, C
Basser, PJ
BIOMEDICAL IMAGE REGISTRATION, 2003, 2717 : 214 - 223
[10] Using image synthesis for multi-channel registration of different image modalities
Chen, Min
Jog, Amod
Carass, Aaron
Prince, Jerry L.
MEDICAL IMAGING 2015: IMAGE PROCESSING, 2015, 9413

← 1 2 3 4 5 →