Flexible Knowledge-Vision-Integration Platform for Personal Protective Equipment Detection and Classification Using Hierarchical Convolutional Neural Networks and Active Leaning.
Caterine Silva de OliveiraCesar SanínEdward SzczerbickiPublished in: Cybern. Syst. (2018)
Keyphrases
- convolutional neural networks
- hierarchical classification
- real time
- classification accuracy
- domain knowledge
- automatic classification
- classification method
- robust detection
- expert systems
- pattern recognition
- automatic detection
- object detection
- support vector
- training set
- feature vectors
- classification models
- machine learning
- false positives
- knowledge base
- computer vision
- text classification
- hierarchical structure
- classification scheme
- detection method
- support vector machine svm
- knowledge acquisition
- manufacturing enterprises
- knowledge representation
- decision trees
- feature extraction and classification
- personal experience
- vision system
- domain experts
- unsupervised learning
- support vector machine
- knowledge discovery
- multiscale
- image processing
- neural network