Diffeomorphic image registration is essential in many medical imaging applications. Several registration algorithms of such type have been proposed, but primarily for intra-contrast alignment. Currently, efficient inter-modal/contrast diffeomorphic registration, which is vital in numerous applications, remains...
Therefore, correction of such deformation is needed, which can be achieved through image registration between pre- and intra-operative images. We proposed a novel automatic inter-modal affine registration technique based on the correlation ratio (CR) similarity metric. The technique was demonstrated ...
Non-rigid inter-modality registration can facilitate accurate information fusion from different modalities, but it is challenging due to the very different image appearances across modalities. In this paper, we propose to train a non-rigid inter-modality
ImageBind: One Embedding Space To Bind Them All - CVPR'23, 2023. [All Versions]. [Project]. Cross-modality representation fusion by aligning all other modalities to the visual modality. Semantic features of object concepts generated with GPT-3 - CogSci'22, 2022. [All Versions]. Testing the...
Due to its increasing importance, cross-modal retrieval (CMR), where the query from one modality is used to retrieve objects from a different modality, has... D Gohil,S Bithel,SJ Bedathur - 《Proceedings of Joint International Conference on Data Science & Management of Data》 被引量: 0发...
用于视觉问答的具有模态内和模态间注意力的动态融合模型《Dynamic Fusion with Intra- and Inter-modality Attention Flow for Visual 》,程序员大本营,技术文章内容聚合第一站。
Full size image ITPC also gets around this issue, by not looking at the phase-angles, but rather their clustering (i.e uniformity). However, this measure is also prone to some caveats, especially when ITPC is compared between conditions. Simulations show that phase angle estimations can be ...
The single-stream interaction module is capable of effectively processing information of multiple modalilties, and the two-stream module on top preserves the independence of each modality to avoid performance downgrade in single-modal tasks. We pretrain the model with three pretraining tasks, ...
The DP has been developed within the framework of the INSIDE (INnovative Solution for In-beam Dosimetry in hadronthErapy) project24 with the goal of implementing and testing the first simultaneous bi-modal system ever built for the detection of charged fragments and β+ emitters that can be used...
(R2) by each omics modality.dPercentage of variation explained by each factor across the different omics modalities. Factors with more than 2 omics modalities are highlighted in bold.e–nLoadings of the ASVs and/or genes with the largest weights for a given factor. Yellow color relates to ...