Classification of Video Observation Data for Volcanic Activity Monitoring Using Computer Vision and Modern Neural NetWorks (on Klyuchevskoy Volcano Example)

Landslide Deformation Prediction Based on a GNSS Time Series Analysis and Recurrent Neural Network Model

(2021) Jing Wang et al.   Remote Sensing

A Novel Handwritten Digit Classification System Based on Convolutional Neural Network Approach

(2021) Ali Abdullah Yahya et al.   SENSORS

A Waste Classification Method Based on a Multilayer Hybrid Convolution Neural Network

(2021) Cuiping Shi et al.   Applied Sciences-Basel

A Synthesized Study Based on Machine Learning Approaches for Rapid Classifying Earthquake Damage Grades to RC Buildings

(2021) Ehsan Harirchian et al.   Applied Sciences-Basel

Disaster Image Classification by Fusing Multimodal Social Media Data

(2021) Zhiqiang Zou et al.   ISPRS International Journal of Geo-Information

Volcano video data characterized and classified using computer vision and machine learning algorithms

(2020) Alex J.C. Witsil et al.   Geoscience Frontiers

Machine learning as a detection method of Strombolian eruptions in infrared images from Mount Erebus, Antarctica

(2020) Brian C. Dye et al.   PHYSICS OF THE EARTH AND PLANETARY INTERIORS

Remote Sensing of Volcanic Processes and Risk

(2020) Francesca Cigna et al.   Remote Sensing

Processing Thermal Infrared Imagery Time-Series from Volcano Permanent Ground-Based Monitoring Network. Latest Methodological Improvements to Characterize Surface Temperatures Behavior of Thermal Anomaly Areas

(2019) Fabio Sansivero et al.   Remote Sensing

Measurement of three dimensional volcanic plume properties using multiple ground based infrared cameras

(2019) Kieran Wood et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An algorithm for the detection and characterisation of volcanic plumes using thermal camera imagery

(2018) Maxime Bombrun et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH

The VolSatView information system for Monitoring the Volcanic Activity in Kamchatka and on the Kuril Islands

(2016) E. I. Gordeev et al.   Journal of Volcanology and Seismology

Volcanic hot spot detection from optical multispectral remote sensing data using artificial neural networks

(2014) Alessandro Piscini et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Simultaneous retrieval of volcanic sulphur dioxide and plume height from hyperspectral data using artificial neural networks

(2014) Alessandro Piscini et al.   GEOPHYSICAL JOURNAL INTERNATIONAL