DEP 517E - Deprem Hasarının Uydu Görüntüleri ile Tespit Edilmesi

Dersin Amaçları

1. To introduce remote sensing technology used for damage assessment.
2. To evaluate damage assessment approaches with respect to data to be used (based on earthquake damage assessment).
3. To teach how to apply pattern recognition algorithms to assess damage patterns.
4. To understand and interpret damage features extraction.
5. To understand and interpret damage maps and their accuracy assessment.

Dersin Tanımı

Remote sensing, satellite images, optic and radar images, mono-and multi temporal damage assessment, pixel, texture and object based classification techniques, earthquake damage assessment, damage index, examples of earthquake damage assessment, post-damage assessment techniques, supervised and unsupervised methods; Bayesian classifier, support vector machines, decision tree, nearest neighbored, change detection techniques, multi-temporal image analysis, extraction of damage patterns, evaluation of damage patterns, feature selection and extraction methods, criteria for damage assessment.