Artificial intelligence techniques for satellite image analysis
Artificial Intelligence Techniques for Satellite Image Analysis" by D. Jude Hemanth is a comprehensive guide to using artificial intelligence (AI) techniques for analyzing satellite images. The book covers various topics related to satellite image analysis such as image preprocessing, feature extraction, and classification.
The book starts with an introduction to satellite image analysis and the role of AI techniques in this field. The author then covers various image preprocessing techniques such as image enhancement, noise removal, and image segmentation.
The latter part of the book delves into feature extraction and classification techniques using AI. The author covers various feature extraction techniques such as texture analysis, spectral analysis, and shape analysis. The book also covers various classification techniques such as decision trees, support vector machines, and neural networks.
The book also includes case studies and examples that demonstrate the effectiveness of AI techniques in satellite image analysis. The author discusses applications such as land use classification, urban planning, and disaster management.
Overall, "Artificial Intelligence Techniques for Satellite Image Analysis" is a great resource for anyone who is interested in learning how to use AI techniques for analyzing satellite images. The book provides a comprehensive overview of the subject and includes practical examples and case studies that demonstrate the effectiveness of AI techniques in various applications.
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