AIMC Topic: Remote Sensing Technology

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Exhaustive Search of Correspondences between Multimodal Remote Sensing Images Using Convolutional Neural Network.

Sensors (Basel, Switzerland) Feb 6, 2022
Finding putative correspondences between a pair of images is an important prerequisite for image registration. In complex cases such as multimodal registration, a true match could be less plausible than a false match within a search zone. Under these...
Neural Networks, Computer Image Processing, Computer-Assisted Remote Sensing Technology
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Remote Sensing Image Recognition Based on LOG-T-SSA-LSSVM and AE-ELM Network.

Computational intelligence and neuroscience Jan 25, 2022
Aiming at the influence of different working conditions on recognition accuracy in remote sensing image recognition, this paper adopts hierarchical strategy to construct a network. Firstly, in order to establish the classification relationship betwee...
Least-Squares Analysis Support Vector Machine Remote Sensing Technology Algorithms
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MAFF-Net: Multi-Attention Guided Feature Fusion Network for Change Detection in Remote Sensing Images.

Sensors (Basel, Switzerland) Jan 24, 2022
One of the most important tasks in remote sensing image analysis is remote sensing image Change Detection (CD), and CD is the key to helping people obtain more accurate information about changes on the Earth's surface. A Multi-Attention Guided Featur...
Image Processing, Computer-Assisted Nuclear Proteins Remote Sensing Technology Semantics Humans Neural Networks, Computer MafF Transcription Factor
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A Change Detection Method for Remote Sensing Images Based on Coupled Dictionary and Deep Learning.

Computational intelligence and neuroscience Jan 17, 2022
With the rapid development of remote sensing technology, change detection (CD) methods based on remote sensing images have been widely used in land resource planning, disaster monitoring, and urban expansion, among other fields. The purpose of CD is ...
Deep Learning Remote Sensing Technology
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Forest fire detection system using wireless sensor networks and machine learning.

Scientific reports Jan 7, 2022
Forest fires have become a major threat around the world, causing many negative impacts on human habitats and forest ecosystems. Climatic changes and the greenhouse effect are some of the consequences of such destruction. Interestingly, a higher perc...
Forests Wildfires Disaster Planning Wireless Technology Regression Analysis Remote Sensing Technology Machine Learning
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MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data.

PloS one Jan 7, 2022
Currently, a significant amount of research is focused on detecting Marine Debris and assessing its spectral behaviour via remote sensing, ultimately aiming at new operational monitoring solutions. Here, we introduce a Marine Debris Archive (MARIDA),...
Remote Sensing Technology Seasons Artificial Intelligence Waste Products Environmental Monitoring Geologic Sediments
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Advancing pharmacy and healthcare with virtual digital technologies.

Advanced drug delivery reviews Jan 5, 2022
Digitalisation of the healthcare sector promises to revolutionise patient healthcare globally. From the different technologies, virtual tools including artificial intelligence, blockchain, virtual, and augmented reality, to name but a few, are provid...
United States Food and Drug Administration Digital Technology Drug Development Remote Sensing Technology Health Care Sector Biomedical Technology Drug Industry Clinical Trials as Topic Virtual Reality Time Factors Mobile Applications United States Research Design Health Information Exchange Drug Discovery Artificial Intelligence Machine Learning Humans
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Artificial Intelligence-Based Deep Fusion Model for Pan-Sharpening of Remote Sensing Images.

Computational intelligence and neuroscience Dec 23, 2021
During the past two decades, many remote sensing image fusion techniques have been designed to improve the spatial resolution of the low-spatial-resolution multispectral bands. The main objective is fuse the low-resolution multispectral (MS) image an...
Remote Sensing Technology Artificial Intelligence
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A Target Detection Algorithm for Remote Sensing Images Based on Deep Learning.

Contrast media & molecular imaging Dec 18, 2021
In order to improve the accuracy of remote sensing image target detection, this paper proposes a remote sensing image target detection algorithm DFS based on deep learning. Firstly, dimension clustering module, loss function, and sliding window segme...
Remote Sensing Technology Algorithms Deep Learning
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Water tank and swimming pool detection based on remote sensing and deep learning: Relationship with socioeconomic level and applications in dengue control.

PloS one Dec 9, 2021
Studies have shown that areas with lower socioeconomic standings are often more vulnerable to dengue and similar deadly diseases that can be spread through mosquitoes. This study aims to detect water tanks installed on rooftops and swimming pools in ...
Remote Sensing Technology Seasons Mosquito Vectors Deep Learning Humans Dengue Swimming Pools Socioeconomic Factors Aedes Animals Unmanned Aerial Devices Disease Outbreaks Mosquito Control
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