Downsampling leads to Image Memorization in Convolutional Autoencoders.
Adityanarayanan RadhakrishnanMikhail BelkinCaroline UhlerPublished in: CoRR (2018)
Keyphrases
- input image
- single image
- multiscale
- image segmentation
- image retrieval
- template matching
- denoising
- image data
- image features
- image analysis
- image pixels
- image classification
- pixel values
- image collections
- high resolution
- test images
- image representation
- segmentation method
- low pass filtering
- image content
- contrast enhancement
- image regions
- bilateral filter
- edge detection
- low level
- similarity measure
- restricted boltzmann machine
- segmentation algorithm
- spatial information
- image restoration
- feature points
- face recognition