Multi-modal medical imageImage fusionGeometric algebra discrete cosine transformPrimary 94A0894A12Secondary 68Q85Multi-modal medical image fusion refers to the combination of patient area images obtained under diverse or identical imaging modalities, which improves the clinical applicability and provides more...
1、Anoverviewofmulti-modalmedicalimagefusion多模态医学图像融合综述多模态医学图像融合 过程:合并单/多模式的多张图像,提升图像质量,保持具体特征 目的:合并不同模态的图像,便于发现病变主要模态 核磁共振成像(MRI) 更好的软组织定义,更高的空间分辨率 缺乏运动信息,如人体的新陈代谢。 计算机断层扫描(CT):三维图像...
An overview of multi-modal medical image fusion ——多模态医学图像融合综述 ●多模态医学图像融合 ⏹过程：合并单/多模式的多张图像，提升图像质量，保持具体特征 ⏹目的：合并不同模态的图像，便于发现病变 ●主要模态 ⏹核磁共振成像（MRI）◆更好的软组织定义，更高的空间分辨率 ◆缺乏运动信息...
A medical image fusion method based on bi-dimensional empirical mode decomposition (BEMD) and dual-channel PCNN is proposed in this paper. The multi-modali... B Zhang,C Zhang,J Wu,... - Optik: Zeitschrift fur Licht- und Elektronenoptik: = Journal for Light-and Electronoptic 被引量: 0...
Multi modal medical image fusion, as a powerful tool for the clinical applications, has developed with the advent of various imaging modalities in medical ... G Bhatnagar,QMJ Wu,L Zheng - 《IEEE Transactions on Multimedia》 被引量: 153发表: 2014年 NSCT-based multimodal medical image fusion us...
To utilize context correlation between coefficients in contourlet domain, a novel multi-modal medical image fusion method based on contextual information is proposed. First, the context information of contourlet coefficients are calculated to capture the strong dependencies of coefficients. Second, hidden ...
In this paper, a hybrid approach using transfer learning and discrete wavelet transform is used to fuse multimodal medical images. As the access to medical data is limited, transfer learning is used for feature extractor and save training time. The features are fused with a pre-trained VGG19 ...
Multi-modal medical image fusion based on wavelet transform This paper presents a novel multi-modal medical image fusion algorithm based on wavelet transform. The algorithm is improved based on the rule of usual loc... L Li,X Ding,X Quan - 《Proceedings of Spie the International Society for ...
Fig. 3. The multi-modal medical images, (a)–(c) are the commonly used multi-modal medical images and (d)–(g) are the different sequences of brain MRI. There are also some other reviews on medical image analysis using deep learning. However, they don’t focus on the fusion strategy...
Multi-modal medical image fusion is the process of merging multiple images from single or multiple imaging modalities to improve the imaging quality with preserving the specific features. 机译:多模态医学图像融合是合并单个或多个成像模态中的多个图像以提高成像质量并保留特定特征的过程。 著录项 来源 ...