Denoising autoencoder with modulated lateral connections learns invariant representations of natural images.
Antti RasmusTapani RaikoHarri ValpolaPublished in: ICLR (Workshop) (2015)
Keyphrases
- natural images
- denoising
- invariant representations
- image denoising
- object recognition
- invariant representation
- noisy images
- invariant properties
- natural scenes
- translation invariant
- image patches
- image processing
- prior models
- sparse coding
- denoising algorithm
- frequency domain
- wavelet domain
- superpixels
- receptive fields
- test images
- multiscale
- computer vision
- saliency map
- biologically inspired
- visual cortex
- machine learning
- keypoints
- input image