Detection of Flood Damage in Urban Residential Areas Using Object-Oriented UAV Image Analysis Coupled with Tree-Based Classifiers.
Joanna ZawadzkaIan TruckellAbdou KhouakhiMónica Rivas CasadoPublished in: Remote. Sens. (2021)
Keyphrases
- object oriented
- image analysis
- urban areas
- damage assessment
- computer vision
- support vector
- data model
- hurricane katrina
- automatic detection
- test set
- training data
- pattern recognition
- detection algorithm
- xml documents
- training set
- false alarms
- programming language
- image segmentation
- image processing
- path planning
- database design
- discriminative classifiers
- decision trees
- change detection
- false positives
- detection method
- anomaly detection
- object detection
- support vector machine classifier
- visual inspection
- adaboost classifier
- real estate
- neural network
- computer aided diagnosis
- aerial images
- control algorithm
- multispectral
- database systems
- machine learning algorithms
- training examples
- feature set
- multi class