Detection and classification of whiteflies and development stages on soybean leaves images using an improved deep learning strategy.
Rubens de Castro PereiraEdson HiroseOsmar Luiz Ferreira de CarvalhoRonaldo Martins da CostaDíbio Leandro BorgesPublished in: Comput. Electron. Agric. (2022)
Keyphrases
- learning strategies
- image classification
- image database
- preprocessing stage
- image analysis
- image data
- mammogram images
- input image
- detection rate
- image features
- decision level fusion
- text localization and recognition
- computer aided diagnosis systems
- feature extraction
- object recognition
- image registration
- machine learning
- test images
- false positives
- image retrieval
- classification accuracy
- active learning
- online learning
- decision trees
- skin lesion
- professional development
- complex background
- detection method
- thematic mapper
- partial occlusion
- object detection
- higher education
- feature space
- learning capabilities
- feature vectors
- data mining
- data sets