The semantic multinomial representation of images obtained using dynamic kernel based pseudo-concept SVMs.
Shikha GuptaAroor Dinesh DileepVeena ThenkanidiyoorPublished in: NCC (2017)
Keyphrases
- input image
- three dimensional
- image data
- support vector
- image database
- image analysis
- image collections
- image retrieval
- feature representation
- image set
- semantic representation
- textual descriptions
- multi class
- image features
- support vector machine
- object recognition
- visual similarity
- semantic space
- sample images
- kernel methods
- image representation
- visual concepts
- semantic content
- sparse kernel
- image regions
- kernel function
- image classification
- edge detection
- image registration
- multiscale
- training data
- test images
- image annotation
- hyperplane
- support vector machine svm
- knn
- natural language
- video sequences