MapGlue: Multimodal Remote Sensing Image Matching
The dataset and code are available at https://github.com/PeihaoWu ...
Peihao Wu +6 more
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Multimodal 3D photoacoustic remote sensing and confocal fluorescence microscopy imaging [PDF]
Complementary absorption and fluorescence contrast could prove useful for a wide range of biomedical applications. However, current absorption-based photoacoustic microscopy systems require the ultrasound transducers to physically touch the samples, thereby increasing contamination and limiting strong optical focusing in reflection mode.We sought to ...
Restall, Brendon S. +4 more
openaire +2 more sources
MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network
As basic units of urban areas, urban functional zones (UFZs) are fundamental to urban planning, management, and renewal. UFZs are mainly determined by human activities, economic behaviors, and geographical factors, but existing methods 1) do not fully ...
Song Ouyang +4 more
doaj +1 more source
A Method for Multimodal Remote Sensing Image Classification
In remote sensing, images are widely used in applications, such as land cover classification, urban monitoring, and disaster management, providing rich information about the Earth's surface. However, due to data heterogeneity and scarcity, different modalities of remote-sensing images often face challenges in classification tasks.
Zhanming Sun, Bin Hu
openaire +1 more source
Large multimodal model for open vocabulary semantic segmentation of remote sensing images
Conventional remote sensing image semantic segmentation tasks require training specialized models for specific categories of ground objects, which often fail to recognize unseen ground object categories during the training process.
Bing Liu +5 more
doaj +1 more source
Real-time monitoring of urban building development provides a basis for urban planning and management. Remote sensing change detection is a key technology for achieving this goal.
Jianping Pan +4 more
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A novel semi-fragile forensic watermarking scheme for remote sensing images [PDF]
Peer-reviewedA semi-fragile watermarking scheme for multiple band images is presented. We propose to embed a mark into remote sensing images applying a tree structured vector quantization approach to the pixel signatures, instead of processing each band ...
Serra Ruiz, Jordi +3 more
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Multimodal Remote Sensing Image Matching Considering Structural Saliency
Nonlinear radiometric distortion, orientation reversal, and image rotation considerably affect multimodal image matching performance in remote sensing. Furthermore, existing multimodal image matching algorithms are highly complex and inefficient.
Li Xue +4 more
doaj +1 more source
FAST AND ROBUST REGISTRATION OF MULTIMODAL REMOTE SENSING IMAGES VIA DENSE ORIENTATED GRADIENT FEATURE [PDF]
This paper presents a fast and robust method for the registration of multimodal remote sensing data (e.g., optical, LiDAR, SAR and map). The proposed method is based on the hypothesis that structural similarity between images is preserved across ...
Y. Ye, Y. Ye
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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 ...
Ruyi Liu +7 more
core +1 more source

