The Robustness of the Edge Detection on Noisy Natural Images with HED and PiDiNet Networks.
Marina PolyakovaSerhii KhyrenkoPublished in: CMIS (2024)
Keyphrases
- natural images
- edge detection
- multiscale
- natural scenes
- higher order
- image denoising
- object recognition
- image patches
- noisy images
- denoising
- sparse coding
- power spectrum
- scale invariant
- natural image statistics
- receptive fields
- edge detector
- image statistics
- natural image patches
- image enhancement
- scale space
- image processing
- test images
- statistics of natural images
- generative model
- noisy data
- noise reduction
- single image
- visual cortex
- wavelet transform
- compressed sensing
- bayesian networks
- learning algorithm