Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images.
Sanjana SrivastavaGuy Ben-YosefXavier BoixPublished in: CoRR (2019)
Keyphrases
- natural images
- object recognition
- input image
- test images
- image statistics
- neural network
- natural scenes
- man made objects
- image denoising
- statistics of natural images
- prior models
- image patches
- wavelet transform coefficients
- higher order
- power spectrum
- sparse coding
- d objects
- denoising
- natural image statistics
- image classification
- natural textures
- object detection
- image data
- superpixels
- image features
- visual patterns
- intrinsic images
- natural image patches
- scale invariant
- computer vision
- receptive fields
- object categories
- unsupervised learning
- image database
- man made
- visual cortex
- low level features
- feed forward
- pairwise
- multiscale