OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images.
Bingchen ZhaoShaozuo YuWufei MaMingxin YuShenxiao MeiAngtian WangJu HeAlan L. YuilleAdam KortylewskiPublished in: ECCV (8) (2022)
Keyphrases
- natural images
- natural scenes
- multiscale
- image denoising
- denoising
- higher order
- object recognition
- image patches
- sparse coding
- input image
- formal specification
- image statistics
- scale invariant
- natural image patches
- power spectrum
- statistics of natural images
- dynamic aspects
- visual cortex
- receptive fields
- test images
- natural image statistics
- probability distribution
- machine learning
- low level vision tasks
- prior models
- image quality assessment
- image segmentation