Impact of reduction in descriptor size on object detection and classification.
Ritu RaniAmit Prakash SinghRavinder KumarPublished in: Multim. Tools Appl. (2019)
Keyphrases
- object detection
- object classification
- pattern recognition
- classification scheme
- classification accuracy
- machine learning
- pattern classification
- feature extraction
- support vector
- class labels
- object recognition
- feature selection
- automatic classification
- feature vectors
- support vector machine
- decision trees
- text classification
- decision rules
- image classification
- face detection
- supervised learning
- computer vision
- action recognition
- training samples
- keypoints
- neural network
- classification algorithm
- pedestrian detection
- feature descriptors
- feature space
- multiscale
- scene understanding
- highly discriminative