Application of Sample Enhancement Method Combining Superpixel Segmentation and Active Learning in MBES Seafloor Sediment Classification.
Jiaxin WanZhiliang QinXiaodong CuiFanlin YangBenjun MaPublished in: IEEE Trans. Geosci. Remote. Sens. (2024)
Keyphrases
- support vector machine svm
- support vector machine
- segmentation method
- machine learning methods
- active learning
- classification accuracy
- classification method
- energy function
- pixel classification
- fully automatic
- preprocessing
- feature set
- image processing
- classification algorithm
- segmentation algorithm
- supervised learning
- decision trees
- feature space
- image segmentation
- multiple objects
- classification process
- machine learning
- features extraction
- sample selection