Multimodalregistrationfusionmulti-resolution rigid registrationdiscrete wavelet transformprinciple component averagingFor the last two decades,physicians and clinical experts have used a single imaging modality to identify the normal and abnormal structure of the human body.However,most of the time,medical exp...
Paper title: Weakly-supervised Convolutional Neural Networks for Multimodal Image Registration Publisher: Medical Image Analysis (医学图像类顶刊) Link:https://www.sciencedirect.com/science/article/pii/S1361841518301051 这篇文章试图解决的问题是多模态(Multimodal)下的图像配准。与普通的图像配准问题不同,多模...
[Multimodal medical image registration using cubic spline interpolation method] Based on the characteristic of the PET-CT multimodal image series, a novel image registration and fusion method is proposed, in which the cubic spline inte... Y He,L Tian,P Chen,... - Sheng wu yi xue gong ...
Deformable Medical Image Registration: A survey. IEEE Trans. Med. Imaging 2013, 32, 1153–1190. [Google Scholar] [CrossRef] [Green Version] Studholme, C.; Hill, D.L.G.; Hawkes, D.J. An overlap invariant entropy measure of 3D medical image alignment. Pattern Recognit. 1999, 32, 71–...
This example shows how you can align two magnetic resonance (MRI) images to a common coordinate system using intensity-based image registration. This approach does not find features or use control points. Intensity-based registration is often well-suited for medical and remotely sensed imagery....
Multimodal Medical Image Registration Using Particle Swarm Optimization In image guided surgery, the registration of pre-and intra-operative image data is an important issue. In registrations, we seek an estimate of the transfo... Chen,YW,Lin,... - - 被引量: 30发表: 2008年 Image registration...
Ma, K.et al.(2017). Multimodal Image Registration with Deep Context Reinforcement Learning. In: Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D., Duchesne, S. (eds) Medical Image Computing and Computer Assisted Intervention − MICCAI 2017. MICCAI 2017. Lecture Note...
Novel divergence measure based on Cauchy-Schwarz for multimodal medical image registration 来自 知网 喜欢 0 阅读量: 46 作者: YG Shi 摘要: Information theoretic similarity measures, especially mutual information, have been widely and successfully employed in multimodal image registration. Apart from these...
f-information measures in medical image registration multimodal image registrationA much-used measure for registration of three-dimensional medical images is mutual information, which originates from information ... JPW Pluim,JBA Maintz,MA Viergever - 《IEEE Transactions on Medical Imaging》 被引量: 30...
There is an emerging trend towards issues such as applying generative adversarial networks and contrastive learning for multimodal medical image fusion and synthesis and utilizing the combined spatiotemporal resolution of functional MRI and electroencephalogram in a data-centric manner. This study is ...