Development of a Robust Algorithm for Detection of Nuclei and Classification of White Blood Cells in Peripheral Blood Smear Images.
Roopa B. HegdeKeerthana PrasadHarishchandra HebbarBrij Mohan Kumar SinghPublished in: J. Medical Syst. (2018)
Keyphrases
- white blood cells
- detection algorithm
- classification algorithm
- learning algorithm
- preprocessing stage
- test images
- image classification
- automatic recognition
- segmentation method
- image processing algorithms
- preprocessing
- recognition algorithm
- handwritten digits
- support vector machine svm
- segmentation algorithm
- image set
- detection rate
- classification method
- false detections
- decision trees
- detection method
- classification accuracy
- image data
- blood cells
- object recognition
- k means
- gaussian noise
- extracted features
- region of interest
- input image
- image matching
- matching algorithm
- image registration
- image features
- lighting conditions
- object detection
- feature extraction
- microscopy images
- three dimensional
- image segmentation
- graph cuts