AIMC Topic: Remote Sensing Technology

Clear Filters Showing 181 to 190 of 268 articles

Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery.

Sensors (Basel, Switzerland) Aug 26, 2020
Monitoring biomass of forages in experimental plots and livestock farms is a time-consuming, expensive, and biased task. Thus, non-destructive, accurate, precise, and quick phenotyping strategies for biomass yield are needed. To promote high-throughp...
Remote Sensing Technology Plants Animal Feed Brazil Livestock Deep Learning Phenotype Animals Biomass
View on PubMed DOI

Change Detection of Remote Sensing Images Based on Attention Mechanism.

Computational intelligence and neuroscience Aug 25, 2020
In recent years, image processing methods based on convolutional neural networks (CNNs) have achieved very good results. At the same time, many branch techniques have been proposed to improve accuracy. Aiming at the change detection task of remote se...
Remote Sensing Technology Neural Networks, Computer Image Processing, Computer-Assisted
View on PubMed DOI

Yield prediction with machine learning algorithms and satellite images.

Journal of the science of food and agriculture Aug 24, 2020
BACKGROUND: Barley is one of the strategic agricultural products available in the world, and yield prediction is important for ensuring food security. One way of estimating a product is to use remote sensing data in conjunction with field data and me...
Remote Sensing Technology Seasons Hordeum Machine Learning Algorithms Agriculture
View on PubMed DOI

Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment.

International journal of environmental research and public health Jul 8, 2020
We used AdaBoost (AB), alternating decision tree (ADTree), and their combination as an ensemble model (AB-ADTree) to spatially predict landslides in the Cameron Highlands, Malaysia. The models were trained with a database of 152 landslides compiled u...
Malaysia Remote Sensing Technology Landslides Machine Learning Algorithms Geographic Information Systems
View on PubMed DOI

Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation.

Sensors (Basel, Switzerland) Jun 26, 2020
Cardiovascular diseases (CVD) are often characterized by their multifactorial complexity. This makes remote monitoring and ambulatory cardiac rehabilitation (CR) therapy challenging. Current wearable multimodal devices enable remote monitoring. Machi...
Remote Sensing Technology Monitoring, Ambulatory Cardiac Rehabilitation Middle Aged Wearable Electronic Devices Support Vector Machine Humans Female Male
View on PubMed DOI

Automatic wheat ear counting using machine learning based on RGB UAV imagery.

The Plant journal : for cell and molecular biology Jun 14, 2020
In wheat (Triticum aestivum L) and other cereals, the number of ears per unit area is one of the main yield-determining components. An automatic evaluation of this parameter may contribute to the advance of wheat phenotyping and monitoring. There is ...
Remote Sensing Technology Triticum Aircraft Machine Learning Algorithms Image Processing, Computer-Assisted Automation Crop Production
View on PubMed DOI

Method for extraction of airborne LiDAR point cloud buildings based on segmentation.

PloS one May 29, 2020
The LiDAR technology is a means of urban 3D modeling in recent years, and the extraction of buildings is a key step in urban 3D modeling. In view of the complexity of most airborne LiDAR building point cloud extraction algorithms that need to combine...
Cloud Computing Software Algorithms Computer Simulation Remote Sensing Technology Humans Construction Industry Machine Learning Lasers
View on PubMed DOI

UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture.

Sensors (Basel, Switzerland) Apr 29, 2020
Precision agriculture is considered to be a fundamental approach in pursuing a low-input, high-efficiency, and sustainable kind of agriculture when performing site-specific management practices. To achieve this objective, a reliable and updated descr...
Farms Agriculture Plant Leaves Neural Networks, Computer Crops, Agricultural Remote Sensing Technology Machine Learning Satellite Imagery Italy Seasons
View on PubMed DOI

A Method for Chlorophyll-a and Suspended Solids Prediction through Remote Sensing and Machine Learning.

Sensors (Basel, Switzerland) Apr 9, 2020
Total Suspended Solids (TSS) and chlorophyll-a concentration are two critical parameters to monitor water quality. Since directly collecting samples for laboratory analysis can be expensive, this paper presents a methodology to estimate this informat...
Water Quality Machine Learning Chlorophyll A Algorithms Image Processing, Computer-Assisted Geographic Information Systems Environmental Monitoring Remote Sensing Technology
View on PubMed DOI

Machine learning-based motor assessment of Parkinson's disease using postural sway, gait and lifestyle features on crowdsourced smartphone data.

Biomedical physics & engineering express Mar 4, 2020
OBJECTIVES: Remote assessment of gait in patients' homes has become a valuable tool for monitoring the progression of Parkinson's disease (PD). However, these measurements are often not as accurate or reliable as clinical evaluations because it is ch...
Motor Skills Crowdsourcing Tremor Pattern Recognition, Automated Accelerometry Life Style Walking Gait Humans Machine Learning Female Reproducibility of Results Smartphone Posture Parkinson Disease Area Under Curve Postural Balance Remote Sensing Technology Disease Progression Aged Diagnosis, Computer-Assisted Male Wearable Electronic Devices Middle Aged
View on PubMed DOI
Popular Topics
Recent Journals