Deep Leaing and Computer Vision in Remote Sensing

by: Fahimeh Farahnakian (Editor),Jukka Heikkonen (Editor),Pouya Jafarzadeh (Editor)&0more

Publisher: Mdpi AG

Publication Date: 2023/2/9

Language: English

Print Length: 572 pages

ISBN-10: 3036563687

ISBN-13: 9783036563688

Book Description

In the last few years, huge amounts of progress have been made regarding remote sensing in the field of computer vision. This success and progress is mostly due to the effectiveness of deep leaing (DL) algorithms. In addition, the remote sensing community has shifted its attention to DL, and DL algorithms have been used to achieve significant success in many image analysis tasks. However, with regard to remote sensing, a number of challenges caused by difficulties in data acquisition and annotation have not been fully solved yet.This reprint is a collection of novel developments in the field of remote sensing using computer vision, deep leaing, and artificial intelligence. The articles published involve fundamental theoretical analyses as well as those demonstrating their application to real-world problems.

About the Author

In the last few years, huge amounts of progress have been made regarding remote sensing in the field of computer vision. This success and progress is mostly due to the effectiveness of deep leaing (DL) algorithms. In addition, the remote sensing community has shifted its attention to DL, and DL algorithms have been used to achieve significant success in many image analysis tasks. However, with regard to remote sensing, a number of challenges caused by difficulties in data acquisition and annotation have not been fully solved yet.This reprint is a collection of novel developments in the field of remote sensing using computer vision, deep leaing, and artificial intelligence. The articles published involve fundamental theoretical analyses as well as those demonstrating their application to real-world problems.