A New Approach to Descriptors Generation for Image Retrieval by Analyzing Activations of Deep Neural Network Layers.
Pawel StaszewskiMaciej JaworskiJinde CaoLeszek RutkowskiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- image retrieval
- neural network
- multi layer
- multiple layers
- image database
- single layer
- visual features
- pattern recognition
- retrieval method
- retrieval accuracy
- image search
- relevance feedback
- image representation
- object retrieval
- fuzzy logic
- artificial neural networks
- feature space
- image annotation
- visual content
- content based retrieval
- image collections
- prediction model
- neural nets
- cross media
- bag of features
- cbir systems
- neural network is trained
- multilayer perceptron
- neural network model
- text retrieval
- image matching
- image content
- self organizing maps
- image classification
- bp neural network
- back propagation
- visual descriptors
- keypoints
- generation process
- visual words
- activation function
- radial basis function
- retrieval process
- network architecture
- shape descriptors