A Multi-resolution Approach for Combining Visual Information using Nuclei Segmentation and Classification in Histopathological Images.
Harshita SharmaNorman ZerbeDaniel HeimStephan WienertHans-Michael BehrensOlaf HellwichPeter HufnaglPublished in: VISAPP (3) (2015)
Keyphrases
- visual information
- cell nuclei
- histopathological images
- multiresolution
- visual features
- segmentation method
- low level
- image classification
- feature selection
- image analysis
- automated detection
- automated analysis
- eye movements
- pattern recognition
- level set
- quantitative analysis
- cancer diagnosis
- multiscale
- microscopy images
- medical images
- image segmentation
- feature extraction
- fully automatic
- human visual system
- region growing
- image processing
- computer vision
- nonrigid registration
- low contrast
- segmentation algorithm
- co occurrence
- feature vectors