A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis.
Laurent RisserAgustin PicardLucas HervierJean-Michel LoubesPublished in: CoRR (2022)
Keyphrases
- transfer learning
- machine learning
- image analysis
- learning tasks
- machine learning and data mining
- machine learning algorithms
- pattern recognition
- learning algorithm
- computer vision
- semi supervised learning
- active learning
- automatic identification
- image processing
- machine learning methods
- machine learning approaches
- visual inspection
- feature selection
- computer aided
- automated image analysis
- texture analysis
- kernel methods
- data mining
- remote sensing
- learning systems
- natural language processing
- training data
- medical imaging
- mathematical morphology
- text mining
- inductive learning
- texture classification
- risk management
- image interpretation
- information extraction
- feature extraction
- artificial intelligence