Statistical Foundation Behind Machine Learning and Its Impact on Computer Vision.
Lei ZhangHeung-Yeung ShumPublished in: CoRR (2022)
Keyphrases
- computer vision
- machine learning
- statistics and machine learning
- pattern recognition
- statistical methods
- learning algorithm
- statistical learning
- object recognition
- learning systems
- active learning
- information extraction
- statistical analysis
- computer vision and image analysis
- camera calibration
- data driven
- knowledge representation
- statistical approaches
- statistical information
- inductive learning
- video surveillance
- inductive logic programming
- image understanding
- learning tasks
- statistical models
- medical imaging
- computer graphics
- pose estimation
- support vector machine
- image features
- vision system
- optical flow
- face recognition
- data sets
- learning problems
- face detection
- image analysis
- signal processing
- supervised learning
- decision trees
- computational biology
- data analysis
- scene analysis
- action recognition
- data mining
- neural network