Thus, there is a pressing need for research on UAV cross-modal image registration. At present, a scarcity of datasets has limited the development of this area. For this reason, we construct a dataset for visible infrared image registration (UAV-VIIR), which consists of 5560 image pairs. ...
We introduce a cross-modal registration method, mBrainAligner, which uses coherent landmark mapping and deep neural networks to align whole mouse brain images to the standard Allen Common Coordinate Framework atlas. We build a brain atlas for the fluorescence micro-optical sectioning tomography ...
(b) Fusion results after cross-modal registration using the algorithm proposed in this paper. In contrast, the proposed registration method shows desirable alignment and ghost elimination. Nevertheless, such GAN-based image translation tends to produce shape inconsistencies, which in turn worsen the ...
Besides, deep-learning-based rigid registration of cardiac SPECT and CT-derived μ-maps has not been investigated before. In this paper, we propose a Dual-Branch Squeeze-Fusion-Excitation (DuSFE) module for the registration of cardiac SPECT and CT-derived μ-maps. DuSFE fuses the knowledge ...
We validated the proposed method on transrectal ultrasound (TRUS) to magnetic resonance (MR) registration, a clinically important procedure that benefits prostate cancer biopsy. Our experimental results demonstrate that for MR-TRUS registration, a deep neural network embedded with the cross-modal ...
Bridging Text and Vision: A Multi-View Text-Vision Registration Approach for Cross-Modal Place Recognition nuozimiaowu/Text4VPR • • 20 Feb 2025 To overcome this challenge, we bridge text and vision by proposing a multiview (360{\deg} views of the surroundings) text-vision registration...
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NC indicates the repeatability of extracted interest points and NCM is crucial for the image registration. CMR is computed as CMR=NCMNC×100%.CMR=NCMNC×100%. In the testing process, we vary the number of points extracted from both images, which is denoted as K, and record the evaluation...
Define crosslet. crosslet synonyms, crosslet pronunciation, crosslet translation, English dictionary definition of crosslet. or n heraldry a cross having a smaller cross near the end of each arm Collins English Dictionary – Complete and Unabridged, 12th
2.3.3. Heterogeneous image registration After the above processing steps, geographic biases remained between Sentinel-1 and -2 data. Therefore, we manually collected control points on the paired images and performed image registration. Due to the poor visualization of SAR images, we choose the corne...