Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints.
Ayan ChakrabartiRoch GuérinChenyang LuJiangnan LiuPublished in: SEC (2021)
Keyphrases
- real time
- image classification
- pattern recognition
- feature selection
- decision trees
- pattern classification
- classification accuracy
- low cost
- supervised learning
- support vector machine
- preprocessing
- vision system
- high speed
- edge detection
- support vector machine svm
- classification method
- decision rules
- classification algorithm
- automatic classification
- decision variables
- feature extraction
- data sets
- constrained optimization
- classification systems
- classification models
- classification process
- linear constraints
- real time systems
- machine learning methods
- cross validated
- cross validation
- svm classifier
- class labels
- feature set
- worst case
- dynamic programming
- active learning
- training set
- support vector
- optimal solution
- training data
- machine learning