【新书推荐】【2020】用于卫星图像分析的人工智能技术_shalini arivazhagan

本书的主要目的是为卫星图像处理中的不同概念提供一个通用的平台。

The main objective of this book is to provide a common platform for diverse concepts in satellite image processing.

特别介绍了最先进的人工智能（AI）方法，并分享了可转化为实时应用程序的研究结果，以造福人类。

In particular it presents the state-of-the-art in Artificial Intelligence (AI) methodologies and shares findings that can be translated into real-time applications to benefit humankind.

本书将跨学科的知识介绍给在卫星图像处理、地球工程、遥感和人工智能领域工作的感兴趣新人和经验丰富的科学家。

Interdisciplinary in its scope, the book will be of interest to both newcomers and experienced scientists working in the fields of satellite image processing, geo-engineering, remote sensing and Artificial Intelligence.

也可作为图像处理相关各工程研究生的补充教材。

It can be also used as a supplementary textbook for graduate students in various engineering branches related to image processing.

Table of contents :

Front Matter …Pages i-viii

Heightening Satellite Image Display via Mobile Augmented Reality – A Cutting-Edge Planning Model (Sagaya Aurelia)…Pages 1-24

Multithreading Approach for Clustering of Multiplane Satellite Images (C. Rashmi, G. Hemantha Kumar)…Pages 25-47

Classification of Field-Level Crop Types with a Time Series Satellite Data Using Deep Neural Network (J. Jayanth, V. S. Shalini, T. Ashok Kumar, Shivaprakash Koliwad)…Pages 49-67

Detection of Ship from Satellite Images Using Deep Convolutional Neural Networks with Improved Median Filter (S. Iwin Thanakumar Joseph, J. Sasikala, D. Sujitha Juliet)…Pages 69-82

Artificial Bee Colony-Optimized Contrast Enhancement for Satellite Image Fusion (Anju Asokan, J. Anitha)…Pages 83-105

Effective Transform Domain Denoising of Oceanographic SAR Images for Improved Target Characterization (S. Arivazhagan, W. Sylvia Lilly Jebarani, R. Newlin Shebiah, S. Vineth Ligi, P. V. Hareesh Kumar, K. Anilkumar)…Pages 107-136

Fused Segmentation Algorithm for the Detection of Nutrient Deficiency in Crops Using SAR Images (V. P. Ananthi)…Pages 137-159

Detection of Natural Features and Objects in Satellite Images by Semantic Segmentation Using Neural Networks (Vihar Kurama, Samhita Alla, Sridevi Tumula)…Pages 161-188

Change Detection of Tropical Mangrove Ecosystem with Subpixel Classification of Time Series Hyperspectral Imagery (Dipanwita Ghosh, Somdatta Chakravortty)…Pages 189-211

Crop Classification and Mapping for Agricultural Land from Satellite Images (A. Kalaivani, Rashmita Khilar)…Pages 213-233

Next-Generation Artificial Intelligence Techniques for Satellite Data Processing (Neha Sisodiya, Nitant Dube, Priyank Thakkar)…Pages 235-254

A Wavelet Transform Applied Spectral Index for Effective Water Body Extraction from Moderate-Resolution Satellite Images (R. Jenice Aroma, Kumudha Raimond)…Pages 255-274

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