A system on chip for melanoma detection using FPGA-based SVM classifier.
Shereen AfifiHamid GholamhosseiniRoopak SinhaPublished in: Microprocess. Microsystems (2019)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector machine classifier
- adaboost classifier
- support vector
- hardware software partitioning
- image classification
- feature vectors
- training set
- kernel function
- embedded systems
- support vectors
- power consumption
- svm classification
- principle component analysis
- feature extraction
- hardware and software
- semi supervised
- fold cross validation
- hardware implementation
- data mining
- similarity measure
- automated detection
- feature space
- signal processing