A method for counting and classifying aphids using computer vision.
Elison Alfeu LinsJoão Pedro Mazuco RodriguezSandy Ismael ScoloskiJuliana PivatoMarília Balotin LimaJosé Maurício Cunha FernandesPaulo Roberto Valle da Silva PereiraDouglas LauRafael RiederPublished in: Comput. Electron. Agric. (2020)
Keyphrases
- computer vision
- high accuracy
- optimization algorithm
- significant improvement
- high precision
- pairwise
- cost function
- computational cost
- segmentation method
- synthetic data
- clustering method
- computationally efficient
- neural network
- experimental evaluation
- dynamic programming
- image analysis
- image processing
- principal component analysis
- input data
- vision system
- prior knowledge
- preprocessing
- missing data
- pattern recognition
- fully automatic