Machine Learning Bias in Computer Vision: Why do I have to care?
Camila LaranjeiraVirgínia Fernandes MotaJefersson Alex dos SantosPublished in: SIBGRAPI (2021)
Keyphrases
- computer vision
- machine learning
- pattern recognition
- object recognition
- long term
- object detection
- learning tasks
- knowledge acquisition
- image processing
- health care
- machine learning approaches
- computer graphics
- signal processing
- image understanding
- vision system
- pose estimation
- model selection
- text classification
- support vector machine
- data analysis
- computational intelligence
- inductive bias
- inductive learning
- video surveillance
- artificial intelligence
- machine learning methods
- camera calibration
- optical flow
- active learning
- data sets
- medical images
- computer vision and image analysis
- medical care
- text mining
- patient care
- computer vision algorithms
- scene analysis
- learning algorithm
- statistical learning
- computer science
- supervised learning
- inductive logic programming
- feature selection
- transfer learning
- image segmentation