Deep Neural Networks-Based Weight Approximation and Computation Reuse for 2-D Image Classification.
Mohamed F. TolbaHuruy Tekle TesfaiHani H. SalehBaker MohammadMahmoud Al-QutayriPublished in: IEEE Access (2022)
Keyphrases
- image classification
- neural network
- efficient computation
- image representation
- image features
- bag of words
- pattern recognition
- feature extraction
- weight function
- multi layer
- learning objects
- exact computation
- approximation algorithms
- back propagation
- feed forward
- error bounds
- genetic algorithm
- multilayer perceptron
- weight update
- visual words
- closed form
- fuzzy logic
- artificial neural networks
- expert systems
- multiscale
- remote sensing
- neural nets
- network architecture
- activation function
- weighting scheme
- queueing networks
- approximation error
- image processing
- feature selection
- remotely sensed data