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Computational Intelligence in Remote Sensing

Name: Computational Intelligence in Remote Sensing
Brand: MDPI AG
SKU: 45294890
Price: 41732 HUF
Availability: InStock
Author: Yue Wu
ISBN: 9783725804115

Yue Wu

Kai Qin

Maoguo Gong

Language

English

Book Hardback

Libristo code: 45294890

Publishers MDPI AG, March 2024

With the advancement of Earth observation techniques, vast amounts of high-resolution remote sensing... Full description

Libristo code: 45294890

279 b

41 732 Ft

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With the advancement of Earth observation techniques, vast amounts of high-resolution remote sensing data are continually captured, proving instrumental in fields such as geography, environmental monitoring, disaster management, and more. However, challenges such as data volume, complex structures, limited labeled samples, and non-convex optimization persist in processing and analyzing remote sensing data. Computational intelligence techniques, inspired by biological intelligence systems, offer potential solutions to these challenges. Computational intelligence (CI) is the theory, design, and application of biologically and linguistically motivated computational paradigms. Traditionally centered around neural networks, fuzzy systems, and evolutionary computation, CI has expanded to include various nature-inspired computing paradigms. These paradigms encompass ambient intelligence, artificial life, cultural learning, artificial endocrine networks, social reasoning, and artificial hormone networks. CI plays a vital role in developing intelligent systems, including games and cognitive developmental systems. Recent years have seen a surge in deep learning research, with deep convolutional neural networks becoming a core method in artificial intelligence. Many successful AI systems today are based on CI, and it is anticipated that CI will provide effective solutions to challenges in remote sensing in the future.