Visual comparison of statistical feature aggregation methods for video-based similarity applications.
Adolfo AlmeidaJohan Pieter de VilliersAllan De FreitasMergandran VelayudanPublished in: FUSION (2020)
Keyphrases
- image classification
- visual features
- global features
- statistical models
- visual information
- machine learning methods
- benchmark datasets
- statistical analysis
- computational cost
- low level
- statistical methods
- preprocessing
- multidimensional scaling
- semantic similarity
- statistical inference
- similarity metrics
- neural network
- machine learning algorithms
- semi supervised
- significant improvement
- feature vectors
- image retrieval
- pairwise
- bayesian networks
- computer vision
- learning algorithm