Semi-Supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation.
Hao LiZhendong YuanGabriel DaxGefei KongHongchao FanAlexander ZipfMartin WernerPublished in: GIScience (2023)
Keyphrases
- semi supervised learning
- street view
- semi supervised
- labeled data
- unlabeled data
- three dimensional
- supervised learning
- machine learning
- image features
- unsupervised learning
- input image
- image classification
- multiple images
- data sets
- text detection
- test images
- segmentation method
- similarity measure
- training data
- feature points
- training set
- image annotation
- partial occlusion
- model selection
- prior knowledge