Image Noise Removal in Ultrasound Breast Images Based on Hybrid Deep Learning Technique.
Baiju Babu VimalaSaravanan SrinivasanSandeep Kumar MathivananVenkatesan MuthukumaranJyothi Chinna BabuNorbert HerencsarLucia VilcekovaPublished in: Sensors (2023)
Keyphrases
- noise removal
- edge preservation
- input image
- edge detection
- image details
- salt and pepper noise
- gaussian noise
- image data
- deep learning
- image features
- test images
- image retrieval
- scanned images
- image regions
- image classification
- image analysis
- speckle noise
- anisotropic diffusion
- noise reduction
- denoising
- pixel values
- image noise
- segmentation method
- image denoising
- ultrasound images
- region of interest
- fourth order
- image enhancement
- multiscale
- image content
- bilateral filter
- denoising methods
- natural images
- segmentation algorithm
- image representation
- color histogram
- median filter
- noisy images
- similarity measure
- object recognition
- unsupervised learning
- bounding box
- target object
- multiple objects
- color images
- image restoration
- multiple images
- noise level
- machine learning
- image patches
- image sequences