OBJECT-BASED IMAGE ANALYSIS AND TREATY VERIFICATION
CONTENTS INTRODUCTION NUCLEAR SAFEGUARDS AND VERI?CATION THE IRANIAN NUCLEAR PROGRAMME CURRENT STATUS OF RESEARCH OBJECTIVES AND STRUCTURE OF THE STUDY PART I BASIC PRINCIPLES SATELLITE IMAGERY AND METHODS OF REMOTE SENSING HIGH-RESOLUTION SATELLITE IMAGERY 211 SPECTRAL, RADIOMETRIC AND SPATIAL RESOLUTION 212 REPRESENTATION OF IMAGE DATA 213 SPECTRAL SIGNATURE PIXEL-BASED IMAGE ANALYSIS OBJECT-BASED IMAGE ANALYSIS 231 SEGMENTATION – REQUIREMENTS, PERFORMANCE AND REPRODUCIBILITY 232 REQUIREMENTS FOR SEGMENTATION 233 ALGORITHM PERFORMANCE 234 REPRODUCIBILITY OF RESULTS 235 SEMANTIC MODELLING AND CLASSI?CATION ECOGNITION IMAGE ANALYSIS SOFTWARE STRUCTURE AND WORK?OW MULTISCALE SEGMENTATION 321 HOMOGENEITY CRITERIA 322 OPTIMIZATION PROCEDURE SEMANTIC MODELLING SEMANTIC CLASSI?CATION CHANGE DETECTION BASIC TECHNIQUES 411 ARITHMETIC OPERATIONS 412 COMPARISON OF CLASSI?CATIONS 413 (ITERATIVE) PRINCIPAL COMPONENT TRANSFORMATION MULTIVARIATE ALTERATION DETECTION – MAD PART II OBJECT-BASED ANALYSIS AND CHANGE DETECTION SEATH – A NEW TOOL FOR FEATURE ANALYSIS SEATH METHOD SEATH VALIDATION PREPROCESSING OF VERY-HIGH-RESOLUTION RS DATA GEOMETRIC CORRECTION 611 SEMI-AUTOMATIC REGISTRATION ROUTINE PAN SHARPENING – A COMPARISON OF METHODS 621 WAVELET FUSION – DAUBECHIES WAVELET 622 A-TROUS – CUBIC SPLINE FILTER 623 PC SPECTRAL SHARPENING 624 GRAM–SCHMIDT SPECTRAL SHARPENING 625 QUALITATIVE AND QUANTITATIVE EVALUATION OF THE RESULTS RADIOMETRIC NORMALIZATION OBJECT-BASED ANALYSIS OF IRANIAN NUCLEAR FACILITIES SITE – NFRPC ESFAHAN, 2002 711 STANDARDIZED SEGMENTATION 712 FEATURE ANALYSIS AND MODELLING WITH SEATH 713 CLASSI?CATION – RESULTS AND QUALITY ASSESSMENT TEMPORAL TRANSFERABILITY OF A REFERENCE CLASSI?CATION MODEL 721 SITE – NFRPC ESFAHAN, 2003 722 SITE – NFRPC ESFAHAN, 2004 SPATIAL TRANSFERABILITY OF THE REFERENCE CLASSI?CATION MODEL SITES – BANDAR ABBAS, BUSHEHR AND NATANZ BUSHEHR SITE – A POTENTIAL OUTLOOK COMBINED CHANGE DETECTION AT NFRPC ESFAHAN COMBINED CHANGE DETECTION IN THE PERIOD FROM 2002 TO 2003 811 PIXEL-BASED CHANGE DETECTION 812 OBJECT-BASED CHANGE CLASSI?CATION 813 CLASS-RELATED CHANGE DETERMINATION COMBINED CHANGE DETECTION IN THE PERIOD FROM 2003 TO 2004 SUMMARY AND CONCLUSIONS