Object Detection and Classification Using Machine Learning Techniques: A Comparison of Haar Cascades and Neural Networks.
Chisulo MukabeNalina SureshValerianus HashiyanaTitus HaiduwaWilliam SverdlikPublished in: DSMLAI (2021)
Keyphrases
- neural network
- object detection
- pattern recognition
- object classification
- text classification
- automatic classification
- haar wavelets
- pattern classification
- face detection
- classification method
- classification models
- feature vectors
- artificial neural networks
- training process
- classification scheme
- learning vector quantization
- rule extraction
- self organizing maps
- benchmark datasets
- machine learning
- genetic algorithm
- feature selection
- unsupervised learning
- feature extraction
- classification accuracy
- support vector
- object recognition
- computer vision
- multi layer perceptron
- multiscale
- object class
- support vector machine svm
- multilayer perceptron
- rough sets
- classification algorithm
- training samples
- back propagation