Few-Shot Learning approach for plant disease classification using images taken in the field.
David ArgüesoArtzai PicónUnai IrustaAlfonso MedelaMiguel G. San-EmeterioArantza BereciartuaAitor Alvarez-GilaPublished in: Comput. Electron. Agric. (2020)
Keyphrases
- image classification
- learning algorithm
- supervised learning
- learning process
- pattern recognition
- image retrieval
- test images
- image database
- incremental learning
- support vector
- preprocessing stage
- object recognition
- image analysis
- image data
- input image
- visual object recognition
- video sequences
- image collections
- machine learning
- discriminative learning
- classification accuracy
- feature extraction
- microscopy images
- learning phase
- pigmented skin lesions
- visual features
- edge detection
- multi class
- decision trees
- image processing
- feature selection