Performance Analysis of Machine Learning Classification Algorithms in Static Object Detection for Video Surveillance Applications.
S. Ariffa BegumA. AskarunisaPublished in: Wirel. Pers. Commun. (2020)
Keyphrases
- machine learning
- object detection
- machine learning algorithms
- machine learning methods
- pattern recognition
- object classification
- learning algorithm
- computer vision
- benchmark datasets
- multimedia
- classification algorithm
- video sequences
- text classification
- supervised machine learning
- model selection
- supervised learning
- feature vectors
- data structure
- real time
- image classification
- support vector
- unsupervised learning
- feature extraction
- video surveillance
- learning tasks
- infrared
- nearest neighbour
- machine learning approaches
- data mining
- data reduction
- background subtraction
- feature selection
- decision trees
- classification accuracy
- computational complexity
- training set
- support vector machine