Features and Classification Methods to Locate Deciduous Trees in Images.
Niels C. HaeringNiels da Vitoria LoboPublished in: Comput. Vis. Image Underst. (1999)
Keyphrases
- extracting features
- discriminative features
- test images
- classification method
- image features
- visual object recognition
- benchmark datasets
- individual features
- image classification
- handwritten digits
- global features
- extracted features
- feature vectors
- feature extraction
- classification models
- feature representation
- image set
- salient features
- machine learning methods
- keypoints
- feature set
- bag of words models
- feature maps
- classification accuracy
- single feature
- cbir systems
- discriminatory power
- feature descriptors
- image statistics
- discriminant features
- feature extraction and selection
- feature space
- image database
- input image
- discriminative classifiers
- machine learning
- feature selection
- decision trees
- correct classification rate
- highly discriminative
- supervised classifiers
- characteristic features
- image retrieval
- image registration
- multiple classifiers
- svm classifier
- spatial information
- feature subset
- fractal dimension
- roc curve
- training set
- original images
- image regions
- similarity measure
- fisher linear discriminant
- fractal dimensions
- gabor filters