An empirical study on the combination of surf features with VLAD vectors for image search.
Eleftherios Spyromitros XioufisSymeon PapadopoulosIoannis KompatsiarisGrigorios TsoumakasIoannis P. VlahavasPublished in: WIAMIS (2012)
Keyphrases
- image search
- image classification
- visual features
- web images
- image retrieval
- feature vectors
- image collections
- image annotation
- relevant images
- feature extraction
- web scale
- cbir systems
- video search
- geometric consistency
- feature space
- relevance feedback
- image features
- visual attributes
- content based image
- markov random field
- low level
- information retrieval
- web image search
- co occurrence
- keypoints
- nus wide