Histogram Matching Based Data-Augmentation and Its Impact on CNN Model for Covid-19 and Pneumonia Detection from Radiology Images.
Santanu RoyVibhuti BansalPublished in: CVIP (1) (2023)
Keyphrases
- image data
- input data
- data sets
- small number
- raw data
- probabilistic model
- experimental data
- subject specific
- three dimensional
- histogram matching
- satellite images
- statistical methods
- network structure
- markov random field
- image classification
- training data
- detection method
- temporal sequences
- image features
- probability distribution
- geometric information
- spatial correlation
- detection rate
- image analysis
- image set
- high quality
- high level
- edge detection
- digital data
- user input
- lighting conditions
- data sources
- image regions
- face detection
- segmentation algorithm
- image registration