ShipGeoNet: SAR Image-Based Geometric Feature Extraction of Ships Using Convolutional Neural Networks.
Muhammad YasirShanwei LiuMingming XuJianhua WanSaied PirastehKinh Bac DangPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- convolutional neural networks
- feature extraction
- convolutional network
- image processing
- image based modeling
- preprocessing
- feature vectors
- synthetic aperture radar
- pattern classification
- face recognition
- automatic target recognition
- mathematical model
- principal component analysis
- dimensionality reduction
- wavelet transform
- support vector machine svm
- frequency domain
- geometric structure
- geometric information
- dimension reduction
- parameter estimation
- discriminant analysis
- local binary pattern
- feature selection
- sea ice
- image classification
- computer vision
- sar images
- texture analysis
- feature representation
- image reconstruction
- defect detection
- feature extractor
- geometric constraints
- signal subspace
- linear feature extraction
- pattern recognition