Hairlines removal and low contrast enhancement of melanoma skin images using convolutional neural network with aggregation of contextual information.
Ranpreet KaurHamid GholamhosseiniRoopak SinhaPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- contextual information
- low contrast
- high contrast
- contrast enhancement
- enhanced image
- speckle noise
- context aware
- accurate segmentation
- background noise
- fully automatic
- gray value
- image enhancement
- high noise
- gray level
- mammographic images
- image data
- convolutional neural network
- dermoscopy images
- blood vessels
- input image
- cell segmentation
- cell nuclei
- skin lesion
- imaging modalities
- prior shape knowledge
- pigmented skin lesions
- segmentation method
- skin cancer
- image processing
- image analysis
- early detection
- region of interest
- contextual features
- visual quality
- object recognition
- high level
- image segmentation
- computer vision