Fast and accurate creation of annotated head pose image test beds as prerequisite for training neural networks.
Danny KowerkoRobert MantheyMarcel HeinzThomas KronfeldGuido BrunnettPublished in: GI-Jahrestagung (2017)
Keyphrases
- neural network
- human head
- image data
- image content
- multiscale
- image classification
- input image
- image features
- test beds
- image analysis
- image representation
- single image
- test images
- position and orientation
- image collections
- image retrieval
- image regions
- head pose estimation
- feedforward neural networks
- pose estimation
- high resolution
- image matching
- feature points
- training algorithm
- edge detection
- object detectors
- image segmentation
- keypoints
- vanishing points
- d objects
- calibrated cameras
- artificial neural networks