Frontiers of remote sensing information processing
著者
書誌事項
Frontiers of remote sensing information processing
World Scientific, c2003
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
Written by leaders in the field of remote sensing information processing, this book covers the frontiers of remote sensors, especially with effective algorithms for signal/image processing and pattern recognition with remote sensing data. Sensor and data fusion issues, SAR images, hyperspectral images, and related special topics are also examined. Techniques making use of neural networks, wavelet transforms, and knowledge-based systems are emphasized. A special set of three chapters is devoted to seismic analysis and discrimination.In summary, the book provides an authoritative treatment of major topics in remote sensing information processing and defines new frontiers for these areas.
目次
* Data Mining * SAR Image Processing * Wavelet Analysis and Applications * Military Applications of Remote Sensing * Microwave Remote Sensing * Statistical Pattern Recognition * Automatic Target Segmentation * Neural Networks * Change Detection * Seismic Signal Processing * Time Series Prediction * Image Compression * Emerging Topics
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