Accelerated HOG+SVM for Object Recognition.
Lilong ShiChunji WangYibing Michelle WangKwang Oh KimPublished in: IRIACV (2021)
Keyphrases
- object recognition
- object detection
- support vector machine svm
- support vector
- support vector machine
- linear svm
- computer vision
- feature selection
- d objects
- hyperplane
- knn
- bag of words
- image understanding
- kernel function
- svm classifier
- multi class
- support vectors
- template matching
- pedestrian detection
- constrained search
- svm classification
- maximum margin
- visual recognition
- image features
- object detectors
- action recognition
- feature vectors
- training set
- classification method
- kernel methods
- training data
- object categories
- feature space
- machine learning
- image representation
- natural images
- feature set
- object class
- face detection
- k nearest neighbor
- scene classification
- feature extraction