Determining the community composition of herbaceous species from images using convolutional neural networks.
Matthias KörschensSolveig Franziska BucherPaul BodesheimJosephine UlrichJoachim DenzlerChristine RömermannPublished in: Ecol. Informatics (2024)
Keyphrases
- image data
- image database
- convolutional neural networks
- input image
- image retrieval
- image analysis
- three dimensional
- image features
- image registration
- image set
- object recognition
- image collections
- image annotation
- rigid body
- image classification
- ground truth
- segmentation method
- edge detection
- region of interest
- convolutional network
- plant species
- gabor filters
- image restoration
- lighting conditions
- image matching
- spatial information
- image regions
- multiscale
- similarity measure