1.

Record Nr.

UNINA9910734348503321

Titolo

Advanced Machine Learning and Deep Learning Approaches for Remote Sensing / / edited by Gwanggil Jeon

Pubbl/distr/stampa

[Place of publication not identified] : , : MDPI - Multidisciplinary Digital Publishing Institute, , 2023

Descrizione fisica

1 online resource (362 pages)

Disciplina

621.3678

Soggetti

Deep learning (Machine learning)

Machine learning

Remote sensing

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

This reprint provides research on how technologies such as artificial intelligence-based machine learning and deep learning can be applied to remote sensing. Through this, we can see the process of solving the existing problems of image and image signal processing for remote sensing. These techniques are computationally intensive and require the help of high-performance computing devices. With the development of devices such as GPUs, remote sensing technology, and aerial sensing technology, it is possible to monitor the Earth with high-resolution images and to obtain vast amounts of Earth observation data. The papers published in this reprint describe recent advances in big data processing and artificial intelligence-based technologies for remote sensing technology.