Object-Based Image Analysis and Treaty Verification

Name: Object-Based Image Analysis and Treaty Verification
Brand: Springer-Verlag New York Inc.
SKU: 9781402069604
Price: 105.41 EUR
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New Approaches in Remote Sensing - Applied to Nuclear Facilities in Iran

Автор: Sven Nussbaum, Gunter Menz

Език:

Корици: С твърди корици

Издател: Springer-Verlag New York Inc.

Наличност: Външен склад

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This book describes recent progress in object-based image interpretation. It presents new results in...

Информация за книгата

Автор

Sven Nussbaum, Gunter Menz

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2008

страници

172

EAN

9781402069604

ISBN

140206960X

Enbook ID

01417682

Издател

Springer-Verlag New York Inc.

Теглоt

453

Размери

155 x 235 x 15

Пълно описание

This book describes recent progress in object-based image interpretation. It presents new results in its application to verification of nuclear non-proliferation. A comprehensive workflow and newly developed algorithms for object-based high resolution image (pre-) processing, feature extraction, change detection, classification and interpretation are developed, applied and evaluated. The analysis chain is demonstrated with satellite imagery acquired over Iranian nuclear facilities.The availability of new high resolution satellite data brings with it the need for new image analysis methods. Traditional pixel-oriented algorithms do not give credit to the spatial coherence of high resolution imagery. In particular, for detection and classification of man-made structures, object-based procedures are much more appropriate. The use of object features such as scale, compactness, orientation and texture, in addition to spectral characteristics, extends the possibilities of remote sensing satellite image analysis considerably.§This book describes recent progress in object-based image interpretation, and also presents many new results in its application to verification of nuclear non-proliferation. A comprehensive workflow and newly developed algorithms for object-based high resolution image (pre-) processing, feature extraction, change detection, classification and interpretation are developed, applied and evaluated. The entire analysis chain is demonstrated with high resolution imagery acquired over Iranian nuclear facilities.

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Object-Based Image Analysis and Treaty Verification

New Approaches in Remote Sensing - Applied to Nuclear Facilities in Iran

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Пълно описание

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