Optimized Distributed Hyperparameter Search and Simulation for Lung Texture Classification in CT Using Hadoop.
Roger SchaerHenning MüllerAdrien DepeursingePublished in: J. Imaging (2016)
Keyphrases
- texture classification
- texture analysis
- distributed systems
- local binary pattern
- image analysis
- correct classification rate
- ct images
- texture images
- feature extraction
- rotation invariant
- ct scans
- texture features
- texture description
- medical images
- computed tomography
- map reduce
- ct data
- pattern spectra
- three dimensional
- multiscale
- face detection
- filter responses
- object recognition
- image textures
- cloud computing
- model selection
- x ray
- lung cancer
- feature vectors
- pattern recognition
- face recognition