Fundamental visual features for aesthetic classification of photographs across datasets.
François LemarchandPublished in: Pattern Recognit. Lett. (2018)
Keyphrases
- visual features
- image classification
- image categorization
- visual information
- visual content
- image retrieval
- aesthetic quality
- image search
- feature extraction
- keywords
- classification accuracy
- low level
- visual appearance
- machine learning
- bag of words
- semantic features
- image annotation
- feature selection
- bag of features
- semantic gap
- textual and visual features
- visual similarity
- semantic concepts
- key frames
- text classification
- feature set
- image features
- knn
- image collections
- video shots
- multi modal
- web images
- feature vectors
- visual properties
- bridge the semantic gap
- training set
- search engine