Using machine learning to count Antarctic shag (Leucocarbo bransfieldensis) nests on images captured by remotely piloted aircraft systems.
Andrew CusickKatarzyna FudalaPiotr Pasza StorozenkoJedrzej SwiezewskiJoanna KaletaW. Chris OosthuizenChristian PfeiferRobert Józef BialikPublished in: Ecol. Informatics (2024)
Keyphrases
- machine learning
- image data
- input image
- image features
- computer vision algorithms
- image classification
- image database
- learning systems
- three dimensional
- image retrieval
- image collections
- region of interest
- edge detection
- ground truth
- image analysis
- computer vision
- image registration
- active learning
- object recognition
- segmentation method
- spatial information
- pixel values
- image set
- feature points
- keypoints
- natural language processing
- pattern recognition
- test images
- image annotation
- machine learning algorithms
- satellite images
- multiple images
- captured images
- multiview images