Self-supervised feature extraction from image time series in plant phenotyping using triplet networks.
Paula A. Marin ZapataSina RothDirk SchmutzlerThomas WolfErica ManessoDjork-Arné ClevertPublished in: Bioinform. (2021)
Keyphrases
- feature extraction
- image classification
- image data
- input image
- image features
- feature representation
- image feature extraction
- image preprocessing
- feature extractor
- extracted features
- image pixels
- single image
- image analysis
- image segmentation
- image retrieval
- multiscale
- image representation
- segmentation method
- template matching
- image content
- feature vectors
- image processing
- social networks
- similarity measure
- preprocessing stage
- texture feature extraction
- high resolution
- region of interest
- spatial information
- image regions
- frequency domain
- video sequences
- pixel level
- segmentation algorithm
- dynamic time warping
- non stationary
- medical images
- feature set
- preprocessing
- computer vision