AIMC Topic: Remote Sensing Technology

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Advantages of aquatic animals as models for bio-inspired drones over present AUV technology.

Bioinspiration & biomimetics Feb 7, 2020
Robotic systems are becoming more ubiquitous, whether on land, in the air, or in water. In the aquatic realm, aquatic drones including ROVs (remotely operated vehicles) and AUVs (autonomous underwater vehicles) have opened new opportunities to invest...
Animals Robotics Remote Sensing Technology Computer Simulation Swimming Models, Animal Equipment Failure Analysis Equipment Design Aquatic Organisms Biomimetics
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System Design for Emergency Alert Triggered by Falls Using Convolutional Neural Networks.

Journal of medical systems Jan 6, 2020
The world population ageing is on the rise, which has led to an increase in the demand for medical care due to diseases and symptoms prevalent in health centers. One of the most prevalent symptoms prevalent in older adults is falls, which affect one-...
Humans Monitoring, Ambulatory Infrared Rays Neural Networks, Computer Algorithms Accidental Falls Remote Sensing Technology Activities of Daily Living
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Deep Green Diagnostics: Urban Green Space Analysis Using Deep Learning and Drone Images.

Sensors (Basel, Switzerland) Nov 30, 2019
Nowadays, more than half of the world's population lives in urban areas, and this number continues increasing. Consequently, there are more and more scientific publications that analyze health problems of people associated with living in these highly...
Software Biomass Deep Learning Humans Environmental Monitoring Remote Sensing Technology
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Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery.

Scientific reports Nov 27, 2019
Recent technological advances in remote sensing sensors and platforms, such as high-resolution satellite imagers or unmanned aerial vehicles (UAV), facilitate the availability of fine-grained earth observation data. Such data reveal vegetation canopi...
Algorithms Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Data Collection Plant Physiological Phenomena Satellite Imagery Remote Sensing Technology Plants
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Investigating potato late blight physiological differences across potato cultivars with spectroscopy and machine learning.

Plant science : an international journal of experimental plant biology Nov 13, 2019
Understanding plant disease resistance is important in the integrated management of Phytophthora infestans, causal agent of potato late blight. Advanced field-based methods of disease detection that can identify infection before the onset of visual s...
Plant Diseases Remote Sensing Technology Machine Learning Plant Leaves Solanum tuberosum Hyperspectral Imaging Spectrum Analysis Phytophthora infestans
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Downscaling satellite soil moisture using geomorphometry and machine learning.

PloS one Sep 24, 2019
Annual soil moisture estimates are useful to characterize trends in the climate system, in the capacity of soils to retain water and for predicting land and atmosphere interactions. The main source of soil moisture spatial information across large ar...
Remote Sensing Technology Satellite Imagery Machine Learning Water Soil Environmental Monitoring Reproducibility of Results
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Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs.

Sensors (Basel, Switzerland) Aug 18, 2019
Detection and classification of tree species from remote sensing data were performed using mainly multispectral and hyperspectral images and Light Detection And Ranging (LiDAR) data. Despite the comparatively lower cost and higher spatial resolution,...
Photography Neural Networks, Computer Deep Learning Remote Sensing Technology Discriminant Analysis Fabaceae Likelihood Functions
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Spatial Variability of Aroma Profiles of Cocoa Trees Obtained through Computer Vision and Machine Learning Modelling: A Cover Photography and High Spatial Remote Sensing Application.

Sensors (Basel, Switzerland) Jul 11, 2019
Cocoa is an important commodity crop, not only to produce chocolate, one of the most complex products from the sensory perspective, but one that commonly grows in developing countries close to the tropics. This paper presents novel techniques applied...
Neural Networks, Computer Gas Chromatography-Mass Spectrometry Image Processing, Computer-Assisted Machine Learning Volatile Organic Compounds Remote Sensing Technology Cacao
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Multiscale Road Extraction in Remote Sensing Images.

Computational intelligence and neuroscience Jul 10, 2019
Recent advances in convolutional neural networks (CNNs) have shown impressive results in semantic segmentation. Among the successful CNN-based methods, U-Net has achieved exciting performance. In this paper, we proposed a novel network architecture b...
Osteochondrodysplasias Fetal Growth Retardation Urogenital Abnormalities Image Processing, Computer-Assisted Neural Networks, Computer Adrenal Insufficiency Data Analysis Humans Remote Sensing Technology Algorithms
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Linguistic summarization of in-home sensor data.

Journal of biomedical informatics Jun 28, 2019
INTRODUCTION: With the increase in the population of older adults around the world, a significant amount of work has been done on in-home sensor technology to aid the elderly age independently. However, due to the large amounts of data generated by t...
Retrospective Studies Aged Surveys and Questionnaires Time Factors United States Fuzzy Logic Humans Independent Living Algorithms Focus Groups Linguistics Health Services for the Aged Natural Language Processing Sample Size Gait Remote Sensing Technology Monitoring, Ambulatory National Library of Medicine (U.S.)
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