KNN-based Image Annotation by Collectively Mining Visual and Semantic Similarities.
Qian JiLiyan ZhangZechao LiPublished in: KSII Trans. Internet Inf. Syst. (2017)
Keyphrases
- knn
- image annotation
- semantic similarity
- visual features
- visual similarity
- k nearest neighbor
- semantic concepts
- automatic image annotation
- web images
- image understanding
- visual information
- text categorization
- nearest neighbor
- image retrieval
- multi label
- distance function
- image content
- multi modal
- classification algorithm
- similarity measure
- low level features
- multiple instance learning
- wordnet
- low level
- co occurrence
- text mining
- image classification
- data mining
- image collections
- support vector machine
- semantic information
- similarity search
- image database
- text classification
- knowledge discovery
- feature selection
- image segmentation
- image processing
- key frames
- multi class
- graph cuts