Hexagonal-Grid-Layout Image Segmentation Using Shock Filters: Computational Complexity Case Study for Microarray Image Analysis Related to Machine Learning Approaches.
Aurel BaloiCarmen CosteaRobert GuttOvidiu BalacescuFlaviu TurcuBogdan BeleanPublished in: Sensors (2023)
Keyphrases
- microarray
- machine learning approaches
- image segmentation
- image analysis
- gene expression
- high throughput
- microarray images
- microarray data
- gene expression data
- machine learning methods
- hexagonal grid
- gene expression profiling
- gene selection
- machine learning
- microarray data analysis
- computer vision
- image processing
- machine learning algorithms
- gene expression analysis
- gene networks
- scale space
- edge detection
- cancer classification
- gene expression profiles
- graph cuts
- data mining
- microarray datasets
- multiscale
- pattern recognition
- pairwise
- segmentation method
- data mining methods
- image registration
- dna microarray
- image enhancement
- level set
- neighborhood sequences
- segmentation algorithm
- real world