Smooth Non-increasing Square Spatial Extents of Filters in Convolutional Layers of CNNs for Image Classification Problems.
Vadim V. RomanukePublished in: Appl. Comput. Syst. (2018)
Keyphrases
- image data
- spatial information
- spatial distribution
- input image
- spatial frequency
- single image
- image content
- spatial relationships
- multiscale
- image retrieval
- image representation
- spatial extent
- image filtering
- spatial arrangement
- image features
- image classification
- multiresolution
- image segmentation
- spatial relations
- test images
- segmentation method
- spatial objects
- color distribution
- image analysis
- morphological filters
- bandpass
- color bands
- high pass
- spatial filters
- openings and closings
- filter responses
- smoothness constraint
- spatial correlation
- pixel values
- edge detection
- high resolution
- face recognition