SAR Image Analysis - A Computational Statistics Approach - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook SAR Image Analysis - A Computational Statistics Approach write by Alejandro C. Frery. This book was released on 2022-07-20. SAR Image Analysis - A Computational Statistics Approach available in PDF, EPUB and Kindle. SAR IMAGE ANALYSIS — A COMPUTATIONAL STATISTICS APPROACH Discover how to use statistics to extract information from SAR imagery In SAR Image Analysis — A Computational Statistics Approach, an accomplished team of researchers delivers a practical exploration of how to use statistics to extract information from SAR imagery. The authors discuss various models, supply sample data and code, and explain theoretical aspects of SAR image analysis that are highly relevant to practitioners and students. The book offers the theoretical properties of models, estimators, interpretation, data visualization, and advanced techniques, along with the data and code samples, that students require to learn effectively and efficiently. SAR Image Analysis — A Computational Statistics Approach provides various exercises throughout the book to help readers reinforce and retain the extensive information on parameter estimation, applications, reproducibility, replicability, and advanced topics, like robust estimators and stochastic distances, contained within. The book also includes: Thorough introductions to data acquisition and the elements of data analysis and image processing with R, including useful R packages, preprocessing SAR data, and visualization Comprehensive explorations of intensity SAR data and the multiplicative model, including the (SAR) gamma distribution, the K distribution, the G0 distribution, and more general distributions under the multiplicative model Practical discussions of parameter estimations, including the Bernoulli distribution, the negative binomial distribution, and the uniform distribution In-depth examinations of applications, including statistical filters and classification Perfect for undergraduate and graduate students studying remote sensing, data analysis, and statistics, SAR Image Analysis — A Computational Statistics Approach is also an indispensable resource for researchers, practitioners, and professionals seeking a one-stop resource on how to use statistics to extract information from SAR imagery.
Synthetic Aperture Radar (SAR) Data Applications
Synthetic Aperture Radar (SAR) Data Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Synthetic Aperture Radar (SAR) Data Applications write by Maciej Rysz. This book was released on 2023-01-18. Synthetic Aperture Radar (SAR) Data Applications available in PDF, EPUB and Kindle. This carefully curated volume presents an in-depth, state-of-the-art discussion on many applications of Synthetic Aperture Radar (SAR). Integrating interdisciplinary sciences, the book features novel ideas, quantitative methods, and research results, promising to advance computational practices and technologies within the academic and industrial communities. SAR applications employ diverse and often complex computational methods rooted in machine learning, estimation, statistical learning, inversion models, and empirical models. Current and emerging applications of SAR data for earth observation, object detection and recognition, change detection, navigation, and interference mitigation are highlighted. Cutting edge methods, with particular emphasis on machine learning, are included. Contemporary deep learning models in object detection and recognition in SAR imagery with corresponding feature extraction and training schemes are considered. State-of-the-art neural network architectures in SAR-aided navigation are compared and discussed further. Advanced empirical and machine learning models in retrieving land and ocean information — wind, wave, soil conditions, among others, are also included.
SAR Imagery Analysis
SAR Imagery Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook SAR Imagery Analysis write by Fatoumata Kouyate. This book was released on 1984. SAR Imagery Analysis available in PDF, EPUB and Kindle.
Image Analysis and Recognition
Image Analysis and Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Image Analysis and Recognition write by Mohamed Kamel. This book was released on 2009-07-07. Image Analysis and Recognition available in PDF, EPUB and Kindle. This book constitutes the refereed proceedings of the 6th International Conference on Image Analysis and Recognition, ICIAR 2009, held in Halifax, Canada, in July 2009. The 93 revised full papers presented were carefully reviewed and selected from 164 submissions. The papers are organized in topical sections on image and video processing and analysis; image segmentation; image and video retrieval and indexing; pattern analysis and recognition; biometrics face recognition; shape analysis; motion analysis and tracking; 3D image analysis; biomedical image analysis; document analysis and applications.
SAR Image Analysis, Modeling, and Techniques II
SAR Image Analysis, Modeling, and Techniques II - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook SAR Image Analysis, Modeling, and Techniques II write by Francesco Posa. This book was released on 1999. SAR Image Analysis, Modeling, and Techniques II available in PDF, EPUB and Kindle. This text brings together 18 papers that examine SAR image analysis, and its modelling and techniques
