An objective method for pedestrian occlusion level classification.
Shane GilroyMartin GlavinEdward JonesDarragh MullinsPublished in: Pattern Recognit. Lett. (2022)
Keyphrases
- classification method
- classification accuracy
- pattern classification
- preprocessing
- classification process
- benchmark data sets
- machine learning methods
- classification algorithm
- support vector machine svm
- high accuracy
- detection method
- accuracy rate
- training samples
- cost function
- significant improvement
- feature set
- machine learning
- model selection
- clustering method
- segmentation method
- cross validation
- support vector machine
- support vector
- feature vectors
- pairwise
- neural network
- text classification
- feature selection
- classification rate
- feature extraction
- similarity measure
- feature space
- decision rules
- optical flow
- multi objective
- dynamic programming
- detection algorithm
- segmentation algorithm
- computational cost
- image quality