The devil is in the details: an evaluation of recent feature encoding methods.
Ken ChatfieldVictor S. LempitskyAndrea VedaldiAndrew ZissermanPublished in: BMVC (2011)
Keyphrases
- gold standard
- preprocessing
- evaluation methods
- recent developments
- neural network
- real time
- methods require
- case study
- bayesian networks
- evaluation measures
- computationally expensive
- encoding schemes
- evaluation methodology
- evaluation method
- machine learning methods
- test collection
- benchmark datasets
- dimensionality reduction
- computational cost
- information systems
- computer vision
- data mining