Advanced Machine Learning and Deep Learning Approaches for Remote Sensing

• Tác giả: Gwanggil Jeon
• Ngôn ngữ: eng
• ISBN-13: 978-3036579467
• ISBN-13: 978-3036579474
• ISBN: books978-3-0365-7947-4
• Thông tin xuất bản: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Mô tả vật lý: 1 electronic resource (362 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 376132
• Chủ đề: 1. deep learning; 2. ensemble learning; 3. live fuel moisture content; 4. Geography; 5. Research & information: general

Tóm tắt

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.