How deep convolutional neural networks lose spatial information with training.
Umberto M. TomasiniLeonardo PetriniFrancesco CagnettaMatthieu WyartPublished in: Mach. Learn. Sci. Technol. (2023)
Keyphrases
- spatial information
- convolutional neural networks
- spatial distribution
- spatial relationships
- temporal information
- convolutional network
- deep architectures
- intensity values
- region connection calculus
- spatial relations
- local binary pattern
- color histogram
- spatial resolution
- visual words
- spatial features
- feature extraction
- contextual information
- image classification