Combating data incompetence in pollen images detection and classification for pollinosis prevention.
Natalia KhanzhinaAndrey FilchenkovNatalia MinaevaLarisa NovoselovaMaxim V. PetukhovIrina KharisovaJulia PinaevaGeorgiy ZamorinEvgeny PutinElena ZamyatinaAnatoly ShalytoPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- image data
- small number
- image classification
- three dimensional
- data sets
- raw data
- image analysis
- input data
- data points
- training data
- ground truth
- image database
- feature space
- satellite images
- high quality
- detection rate
- user input
- feature extraction
- detection algorithm
- digital data
- extracted features
- image features
- training samples
- input image
- classification accuracy
- similarity measure
- false positives
- support vector machine
- image collections
- partial occlusion
- data analysis
- object recognition
- machine learning