Automated Sperm Head Morphology Classification with Deep Convolutional Neural Networks.
Marco Antônio Calijorne SoaresDaniel Henrique Mourão FalciMarco Flávio Alves FarneziHana Carolina Moreira FarneziFernando Silva ParreirasJoão Victor Boechat GomidePublished in: SIBGRAPI (2022)
Keyphrases
- automated classification
- convolutional neural networks
- automatic classification
- classification accuracy
- decision trees
- support vector
- pattern recognition
- real time
- machine learning
- preprocessing
- feature vectors
- classification method
- class labels
- neural network
- fully automated
- svm classifier
- image analysis
- feature space
- machine learning algorithms
- support vector machine svm
- training samples
- classification algorithm
- support vector machine
- classification scheme
- morphological operators
- classification systems
- classification process
- feature extraction
- belief nets
- learning algorithm