Building typology classification using convolutional neural networks utilizing multiple ground-level image process for city-scale rapid seismic vulnerability assessment.
Hafidz R. FirmansyahPrasanti Widyasih SarliAndru Putra TwinandaDevin SantosoIswandi ImranPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- image classification
- image data
- multiscale
- input image
- image features
- classification process
- pixel level
- single image
- convolutional neural networks
- image content
- image analysis
- image segmentation
- convolutional network
- image feature extraction
- pattern recognition
- image representation
- segmentation method
- test images
- feature extraction
- high resolution
- feature points
- hyperspectral images
- feature vectors
- decision trees
- preprocessing stage
- feature space
- image structure
- segmentation algorithm
- image matching
- risk assessment
- image retrieval
- keypoints
- multiresolution
- confidence scores
- signal processing
- edge detection
- classification accuracy