Image-based automated chemical database annotation with ensemble of machine-vision classifiers.
Jungkap ParkKazuhiro SaitouGus R. RosaniaPublished in: CASE (2010)
Keyphrases
- machine vision
- database
- image processing
- ensemble learning
- vision system
- training data
- character recognition
- classifier ensemble
- quality control
- ensemble classifier
- databases
- feature selection
- training set
- imaging systems
- multiple classifiers
- decision tree classifiers
- final classification
- database systems
- majority voting
- machine learning algorithms
- classification algorithm
- semantic annotation
- weighted voting
- ensemble pruning
- metadata
- computer vision
- multiple classifier systems
- surface inspection
- randomized trees
- accurate classifiers
- active learning
- decision trees
- data sets
- real time
- feature set
- support vector
- combining classifiers