An improved feature extraction method using texture analysis with LBP for bearing fault diagnosis.
Kaplan KaplanYilmaz KayaMelih KuncanMehmet Recep MinazH. Metin ErtunçPublished in: Appl. Soft Comput. (2020)
Keyphrases
- texture analysis
- fault diagnosis
- monitoring and fault diagnosis
- local binary pattern
- texture classification
- texture features
- multiresolution
- texture images
- expert systems
- gray level
- textural features
- rotation invariant
- texture descriptors
- image analysis
- fault detection
- neural network
- fault detection and diagnosis
- feature extraction
- texture characterization
- texture discrimination
- fuzzy logic
- power transformers
- co occurrence
- feature vectors
- electronic equipment
- gabor filters
- operating conditions
- condition monitoring
- image features
- rotating machinery
- gas turbine
- feature descriptors
- power plant
- texture information
- gabor filtering
- chemical process
- multi sensor information fusion
- feature set
- multiple faults
- brodatz textures
- image processing
- computer vision
- tennessee eastman
- real time
- object recognition
- face recognition
- feature selection
- genetic algorithm