Infield oilseed rape images segmentation via improved unsupervised learning models combined with supreme color features.
Alwaseela AbdallaHaiyan CenAhmed El-manawyYong HePublished in: Comput. Electron. Agric. (2019)
Keyphrases
- color features
- learning models
- segmentation method
- texture features
- segmentation algorithm
- color and texture features
- pixel level
- image features
- color space
- color histogram
- image database
- gaussian mixture model
- shape features
- visual information
- loss function
- image data
- input image
- bounding box
- machine learning
- learning tasks
- learning algorithm
- decision trees
- image segmentation
- multiscale
- object recognition
- classification models
- computer vision
- similarity measure
- object segmentation
- training set
- machine learning algorithms
- image retrieval
- feature vectors
- supervised learning
- level set
- conditional random fields
- maximum likelihood
- em algorithm
- generative model