000 01764nam a22001817a 4500
999 _c68373
_d68373
082 _aMG TH-0190
_bPAT
100 _aPatel, Jenish Vijaykumar (PG180379)
_986481
245 _aAssessment of spectral behaviour for urban features using hyperspectral-imagery (Soft copy is also available)
260 _c2020
300 _axviii,56p.
505 _aTable of contents Certificate of Original Authorship i Certificate of Dissertation - Advisor’s consent iii Certificate of Dissertation - Program Chair v Acknowledgments vii Abstract xi List of figures xv List of tables and equations xviii 1 INTRODUCTION 1 1.1 Background 1 1.2 What is Hyperspectral data? 2 1.3 Why Hyperspectral data? 3 1.4 Understanding Applications of Hyperspectral data: 4 2 DATA used 6 2.1 Study Area7 3 AIM8 3.1 OBJECTIVE 8 4 Literature Review9 4.1 Data Fusion 9 4.2 Morpho-spectral Understanding 10 4.3 Understanding Spectral Libraries for Different material Composition 11 4.4 Classification Techniques 12 4.5 Understanding Similarity and dis-similarity12 5 Methodology 14 5.1 Fusion Results15 5.1.1 Principal Component Analysis 16 5.1.2 NN-Diffuse 17 5.1.3 Gram-Schmidt17 5.2 Evaluation of fused Image 21 5.2.1 Qualitative Assessment 21 5.2.2 Quantitative Assessment 21 5.3 Spectral Reflectance22 5.4 Understanding the absorption for different materials 23 5.5 Spectral angle mapper28 5.6 Segmentation32 Setting Up Merge and Scale Level 35 Types of Attributes35 6 Conclusion 46 Referencesxlviii Appendix 1: XYZ lii Appendix 2: XYZ 54 Plagiarism Report Copy55
700 _aVyas, Anjana (Guide)
_986482
700 _aNizalapur, Vyjayanthi (Guide)
_985181
890 _aIndia
891 _a2018 Batch
891 _aFT-PG
891 _aM.Sc. Geomatics