Multi-modal image registration in the presence of spatially varying intensity distortion using structural representation
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-021-11294-0
Abstract: Non-rigid multi-modal image registration remains a challenging task due to the complex intensity relation between the two images to be registered. Especially in the presence of spatially varying intensity distortion, the conventional methods are unable… read more here.
Keywords: image; modal image; image registration; intensity ... See more keywords
A light-weight, efficient, and general cross-modal image fusion network
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.08.044
Abstract: Abstract Existing cross-modal image fusion methods pay limited research attention to image fusion efficiency and network architecture. However, the efficiency and accuracy of image fusion have an important impact on practical applications. To solve this… read more here.
Keywords: cross modal; fusion; image fusion; modal image ... See more keywords
Cross-Modal Image Retrieval Considering Semantic Relationships With Many-to-Many Correspondence Loss
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DOI: 10.1109/access.2023.3239858
Abstract: A cross-modal image retrieval that explicitly considers semantic relationships between images and texts is proposed. Most conventional cross-modal image retrieval methods retrieve the target images by directly measuring the similarities between the candidate images and… read more here.
Keywords: cross modal; image; image retrieval; semantic relationships ... See more keywords
Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3240024
Abstract: Multi-modal image registration aims to spatially align two images from different modalities to make their feature points match with each other. Captured by different sensors, the images from different modalities often contain many distinct features,… read more here.
Keywords: multi; image registration; multi modal; modal image ... See more keywords