Kniha Object-Based Image Analysis and Treaty Verification Sven Nussbaum

Object-Based Image Analysis and Treaty Verification

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

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer
Dostupnosť: Skladom u dodávateľa
Odosielame za 5-8 dní
99.76
The availability of new high resolution satellite data brings with it the need for new image analysi...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2010
Stránok
172
EAN
9789048177776
ISBN
9048177774
Enbook ID
01975904
Vydavateľ
Hmotnosť
295
Rozmery
155 x 235 x 11

Kompletný popis

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.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.

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