Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval.
Genc HoxhaGencer SumbulJulia HenkelLars MöllenbrokBegüm DemirPublished in: CoRR (2024)
Keyphrases
- remote sensing
- metric learning
- cost efficient
- active learning
- image retrieval
- semi supervised
- relevance feedback
- semi supervised learning
- feature space
- remote sensing images
- multispectral
- labeled data
- distance metric
- change detection
- pairwise
- supervised learning
- learning tasks
- high resolution
- image processing
- image analysis
- satellite images
- hyperspectral
- image annotation
- training set
- random sampling
- satellite data
- dimensionality reduction
- remote sensing data
- distance function
- multi task
- selective sampling
- transfer learning
- learning algorithm
- automatic image registration
- visual features
- learning process
- machine learning
- image content
- hyperspectral images
- pattern recognition
- neural network
- low level features
- earth observation
- high dimensional data
- unsupervised learning
- image classification
- knn
- feature extraction
- data sets