A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers.
Pawel StaszewskiMaciej JaworskiJinde CaoLeszek RutkowskiPublished in: CoRR (2020)
Keyphrases
- image retrieval
- neural network
- multiple layers
- multi layer
- image database
- single layer
- visual features
- artificial neural networks
- content based retrieval
- visual descriptors
- object retrieval
- neural nets
- image annotation
- image search
- image content
- retrieval accuracy
- image matching
- retrieval method
- activation function
- recurrent neural networks
- genetic algorithm
- fuzzy logic
- image representation
- visual words
- fault diagnosis
- relevance feedback
- feed forward neural networks
- back propagation
- network architecture
- self organizing maps
- deep belief networks
- bp neural network
- neural network model
- image collections
- neural network is trained
- pattern recognition
- feed forward
- feature space
- image description
- cbir systems
- radial basis function
- text retrieval