Object-Based Image Analysis and Treaty Verification : New Approaches in Remote Sensing - Applied to Nuclear Facilities in Iran

Gunter Menz, Sven Nussbaum

ISBN 10: 140206960X / ISBN 13: 9781402069604

Editore: Springer Netherlands, 2008

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Zustand: Sehr gut - Neubindung, Buchschnitt etwas zu weit abgeschnitten | Seiten: 188 | Sprache: Englisch | Produktart: Sonstiges. Codice articolo 4073049/12

Dati bibliografici

Titolo: Object-Based Image Analysis and Treaty ...

Casa editrice: Springer Netherlands

Data di pubblicazione: 2008

Legatura: Rilegato

Condizione: Sehr gut

Descrizione articolo

Riassunto:

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.

Dalla quarta di copertina:

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.