Convolutional Neural Network Algorithms for Semantic Segmentation of Volcanic Ash Plumes Using Visible Camera Imagery

A Deep Active Learning Approach to the Automatic Classification of Volcano-Seismic Events

(2022) Grace F. Manley et al.   Frontiers in Earth Science

Automated Segmentation of Olivine Phenocrysts in a Volcanic Rock Thin Section Using a Fully Convolutional Neural Network

(2022) Artem Leichter et al.   Frontiers in Earth Science

Convolutional neural network for smoke and fire semantic segmentation

(2021) Sebastien Frizzi et al.   IET Image Processing

Multi-U-Net: Residual Module under Multisensory Field and Attention Mechanism Based Optimized U-Net for VHR Image Semantic Segmentation

(2021) Si Ran et al.   SENSORS

Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks

(2021) Salman Khaleghian et al.   Remote Sensing

Wildfire Segmentation Using Deep Vision Transformers

(2021) Rafik Ghali et al.   Remote Sensing

On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery

(2021) Maria Pia Del Rosso et al.   Remote Sensing

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

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

Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey

(2020) Farhana Sultana et al.   KNOWLEDGE-BASED SYSTEMS

Mapping Recent Lava Flows at Mount Etna Using Multispectral Sentinel-2 Images and Machine Learning Techniques

(2019) Claudia Corradino et al.   Remote Sensing

Using machine learning to automatically detect volcanic unrest in a time series of interferograms

(2019) M.E. Gaddes et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Classification of volcanic ash particles using a convolutional neural network and probability

(2018) Daigo Shoji et al.   Scientific Reports

Convolutional neural network for earthquake detection and location

(2018) Thibaut Perol et al.   Science Advances

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Volcanic SO2 plume height retrieval from UV sensors using a full-physics inverse learning machine algorithm

(2017) Dmitry S. Efremenko et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The Use of Surveillance Cameras for the Rapid Mapping of Lava Flows: An Application to Mount Etna Volcano

(2017) Mauro Coltelli et al.   Remote Sensing

Physical properties of volcanic lightning: Constraints from magnetotelluric and video observations at Sakurajima volcano, Japan

(2016) Koki Aizawa et al.   EARTH AND PLANETARY SCIENCE LETTERS

Remote Sensing Monitoring of Volcanic Ash Clouds Based on PCA Method

(2015) Chengfan Li et al.   Acta Geophysica

Remote Sensing Monitoring of Volcanic Ash Clouds Based on PCA Method

(2015) Chengfan Li et al.   Acta Geophysica

Volcanic hazard impacts to critical infrastructure: A review

(2014) G. Wilson et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH

Quantitative assessment of volcanic ash hazards for health and infrastructure at Mt. Etna (Italy) by numerical simulation

(2010) S. Barsotti et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH

Volcanic plumes and wind: Jetstream interaction examples and implications for air traffic

(2009) M.I. Bursik et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH