Roof Type Classification Using Deep Convolutional Neural Networks on Low Resolution Photogrammetric Point Clouds From Aerial Imagery.
Maria AxelssonUlf SödermanAndreas BergThomas LithenPublished in: ICASSP (2018)
Keyphrases
- point cloud
- low resolution
- lidar data
- aerial imagery
- high resolution
- super resolution
- aerial images
- low resolution images
- convolutional neural networks
- structure from motion
- surface reconstruction
- high quality
- point sets
- feature extraction
- face images
- image processing
- feature vectors
- machine learning
- decision trees
- training set
- image classification
- point correspondences
- remote sensing
- depth map
- high dimensional
- image analysis