Search Results - "Advanced Machine Learning for Time Series Remote Sensing Data Analysis"

Editorial for the Special Issue “Advanced Machine Learning for Time Series Remote Sensing Data Analysis”

Authors: Jeon, Gwanggil Bellandi, Valerio Chehri, Abdellah

Index Terms: Génie, Génie informatique et génie logiciel, Sciences appliquées, time series remote sensing, data processing, machine learning, transfer learning, cross-sensor learning, image processing, big data, large scale dataset, télédétection de séries chronologiques, traitement de données, apprentissage automatique, apprentissage par transfert, apprentissage inter-capteurs, traitement d'images, jeu de données à grande échelle, Article publié dans une revue avec comité d'évaluation, Évalué par les pairs

URL: https://constellation.uqac.ca/id/eprint/7337/
https://constellation.uqac.ca/id/eprint/7337
http://dx.doi.org/doi:10.3390/rs12172815

Editorial for the Special Issue 'Advanced Machine Learning for Time Series Remote Sensing Data Analysis'

Authors: Gwanggil Jeon Valerio Bellandi Abdellah Chehri

Source: Remote Sensing, Vol 12, Iss 17, p 2815 (2020)

Subject Terms: time series remote sensing, data processing, machine learning, transfer learning, cross-sensor learning, image processing, Science

File Description: electronic resource

Relation: https://www.mdpi.com/2072-4292/12/17/2815; https://doaj.org/toc/2072-4292

Access URL: https://doaj.org/article/b9583d51080d4ba29e34201a034242b3

Estimation of Soil Moisture Using Multi-Source Remote Sensing and Machine Learning Algorithms in Farming Land of Northern China.

Authors: Liu, Quanshan Wu, Zongjun Cui, Ningbo et al.

Source: Remote Sensing; Sep2023, Vol. 15 Issue 17, p4214, 22p

Subject Terms: MACHINE learning, SOIL moisture, REMOTE sensing, AGRICULTURE, IRRIGATION efficiency

Geographic Terms: CHINA

Deep Learning Approach for Damage Classification Based on Acoustic Emission Data in Composite Materials.

Authors: Guo, Fuping Li, Wei Jiang, Peng et al.

Source: Materials (1996-1944); Jun2022, Vol. 15 Issue 12, p4270-N.PAG, 17p

Subject Terms: COMPOSITE materials, ACOUSTIC emission, DEEP learning, FIBROUS composites, NONDESTRUCTIVE testing, CARBON composites, ACOUSTIC models

Unsupervised Satellite Image Time Series Clustering using Object-Based Approaches and 3D Convolutional Autoencoder

Authors: Kalinicheva, Ekaterina Sublime, Jérémie Trocan, Maria et al.

Contributors: Kalinicheva, Ekaterina Sublime, Jérémie Trocan, Maria et al.

Source: ISSN: 2072-4292 ; Remote Sensing ; https://hal.science/hal-02732962 ; Remote Sensing, 2020, Advanced Machine Learning for Time Series Remote Sensing Data Analysis), 12 (11), ⟨10.3390/rs12111816⟩.

Subject Terms: autoencoder, 3D convolutional network, segmentation, clustering, satellite image time series, unsupervised learning, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]

Relation: hal-02732962; https://hal.science/hal-02732962; https://hal.science/hal-02732962v2/document; https://hal.science/hal-02732962v2/file/remotesensing-12-01816-v2.pdf

Availability: https://hal.science/hal-02732962
https://hal.science/hal-02732962v2/document
https://hal.science/hal-02732962v2/file/remotesensing-12-01816-v2.pdf
https://doi.org/10.3390/rs12111816