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Robust Multimodal Remote Sensing Image Registration Based on Local Statistical Frequency Information
Multimodal remote sensing image registration is a prerequisite for comprehensive application of remote sensing image data. However, inconsistent imaging environment and conditions often lead to obvious geometric deformations and significant contrast ...
Xiangzeng Liu +7 more
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Modality-Free Feature Detector and Descriptor for Multimodal Remote Sensing Image Registration
The nonlinear radiation distortions (NRD) among multimodal remote sensing images bring enormous challenges to image registration. The traditional feature-based registration methods commonly use the image intensity or gradient information to detect and ...
Song Cui +3 more
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Is image-to-image translation the panacea for multimodal image registration? A comparative study [PDF]
Despite current advancement in the field of biomedical image processing, propelled by the deep learning revolution, multimodal image registration, due to its several challenges, is still often performed manually by specialists.
Jiahao Lu +3 more
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Multimodal Registration for Image-Guided EBUS Bronchoscopy
The state-of-the-art procedure for examining the lymph nodes in a lung cancer patient involves using an endobronchial ultrasound (EBUS) bronchoscope.
Xiaonan Zang +4 more
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Distance-Dependent Multimodal Image Registration for Agriculture Tasks [PDF]
Image registration is the process of aligning two or more images of the same scene taken at different times; from different viewpoints; and/or by different sensors.
Ron Berenstein +4 more
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Multimodal Image Registration Through Simultaneous Segmentation [PDF]
Bruce Fischl, Iman Aganj
exaly +2 more sources
Joint Registration and Segmentation Method of CT-MR Images Based on Deep Learning [PDF]
Medical image registration and segmentation are important tasks in medical image analysis.The accuracy of the tasks can be improved effectively by their combination.However, the existing joint registration and segmentation framework of single-modal ...
Ben HONG, Xusheng QIAN, Minglei SHEN, Jisu HU, Chen GENG, Yakang DAI, Zhiyong ZHOU
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Deformable multimodal image registration plays a key role in medical image analysis. It remains a challenge to find accurate dense correspondences between multimodal images due to the significant intensity distortion and the large deformation. macJNet is
Zhiyong Zhou +6 more
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Medical image registration is a fundamental and indispensable element in medical image analysis, which can establish spatial consistency among corresponding anatomical structures across various medical images.
Aolin Yang +5 more
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BRIFT: A Binary Descriptor for Multi-Modal Image Registration [PDF]
Using radiation-variation insensitivity feature transform (RIFT) to calculate feature descriptors and perform feature matching on the maximum index map (MIM) is time-consuming.
Xu Kaikai, Guo Pengcheng, Wang Jingjing
doaj +1 more source

