Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images.
Sanjana SrivastavaGuy Ben-YosefXavier BoixPublished in: ICLR (Poster) (2019)
Keyphrases
- natural images
- object recognition
- input image
- test images
- image statistics
- neural network
- man made objects
- natural scenes
- statistics of natural images
- prior models
- natural image statistics
- power spectrum
- visual patterns
- scale invariant
- computer vision
- image patches
- image denoising
- receptive fields
- natural image patches
- image features
- multiscale
- higher order
- wavelet transform coefficients
- natural textures
- object categories
- superpixels
- sparse coding
- denoising
- d objects
- visual scene
- image retrieval
- image database
- image representation
- image data
- linear filters
- object detection
- man made
- image classification
- saliency map
- human visual system
- visual attention
- similarity measure