Distance Based Image Classification: A solution to generative classification's conundrum?
Wen-Yan LinSiying LiuBing Tian DaiHongdong LiPublished in: Int. J. Comput. Vis. (2023)
Keyphrases
- image classification
- feature extraction
- image representation
- bag of words
- image features
- support vector
- classification accuracy
- class specific
- automatic classification
- pattern recognition
- machine learning
- scene classification
- svm classifier
- unsupervised learning
- hybrid generative discriminative
- class labels
- visual words
- pattern classification
- discriminative learning
- text classification
- optimal solution
- generative model
- model selection
- sparse representation
- distance measure
- supervised learning
- decision rules
- support vector machine
- feature vectors
- preprocessing
- cost sensitive
- object recognition
- decision trees
- computer vision
- data sets