VP-Detector: A 3D multi-scale dense convolutional neural network for macromolecule localization and classification in cryo-electron tomograms.
Yu HaoXiaohua WanRui YanZhiyong LiuJintao LiShihua ZhangXuefeng CuiFa ZhangPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- convolutional neural network
- multiscale
- face detection
- classification accuracy
- classification method
- classification algorithm
- feature extraction
- neural network
- classification systems
- classification scheme
- classification models
- benchmark datasets
- decision trees
- feature selection
- machine learning
- training samples
- support vector machine svm
- feature space
- machine learning algorithms
- pattern recognition
- class labels
- training data
- pattern classification
- automatic classification
- data sets
- multiresolution
- classification process
- image processing
- scale space
- supervised learning
- support vector machine