OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images.
Bingchen ZhaoJiahao WangWufei MaArtur JesslenSiwei YangShaozuo YuOliver ZendelChristian TheobaltAlan L. YuilleAdam KortylewskiPublished in: CoRR (2023)
Keyphrases
- natural images
- natural scenes
- higher order
- multiscale
- object recognition
- image denoising
- image patches
- sparse coding
- denoising
- receptive fields
- test images
- input image
- scale invariant
- power spectrum
- statistics of natural images
- dynamic aspects
- formal specification
- natural image statistics
- natural image patches
- case study
- image statistics
- probability distribution
- feature vectors
- compressed sensing