Artificial intelligence techniques for satellite image analysis. ([2020])

• Record Type: Book
• Further Information: Note: D. Jude Hemanth, editor.
• Editors: Hemanth, D. Jude
• Contents: 1. Heightening satellite image display via mobile augmented reality - a cutting-edge planning model.- 2. Multithreading Approach for clustering of Multi-Plane Satellite Images.- 3. Classification of field level crop types with a time series satellite data using Deep Neural Network.- 4. Detection of ship from satellite images using deep convolutional neural networks with improved median filter.- 5. Artificial Bee Colony optimized contrast enhancement for satellite image fusion.- 6. Effective transform domain denoising of oceanographic sar images for improved target characterization.- 7. Fused segmentation algorithm for the detection of nutrient deficiency in crops using SAR images.- 8. Detection of natural features and objects in satellite images by semantic segmentation using neural networks.- 9. Change Detection of Tropical Mangrove Ecosystem with Subpixel Classification of Time Series Hyperspectral Imagery.- 10. Crop Classification and Mapping for Agricultural Land from Satellite Images.- 11. Next Generation Artificial Intelligence Techniques for Satellite Data Processing.- 12. A wavelet transform applied spectral index for effective water body extraction from moderate resolution satellite images.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Extent: 1 online resource (viii, 274 pages), illustrations (some color)
• Subjects: 910.28563; Remote sensing -- Data processing; Artificial intelligence; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030241780; 3030241785
• Related ISBNs: 9783030241773
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed November 20, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.