Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning.
Daphne AuerPaul BodesheimChristian FidererMarco HeurichJoachim DenzlerPublished in: GI-Jahrestagung (2021)
Keyphrases
- active learning
- annotation effort
- image data
- hand held
- digital photographs
- image features
- multiple images
- imaging process
- input image
- three dimensional
- perspective images
- ccd camera
- image retrieval
- camera images
- image capture
- acquired images
- white balance
- image database
- imaging devices
- training data
- position and orientation
- object recognition
- video images
- light conditions
- image registration
- camera calibration
- field of view
- camera movement
- captured images
- feature selection
- camera views
- camera parameters
- machine learning
- image matching
- structure from motion
- camera motion
- feature points
- vision system