An improved one-stage pedestrian detection method based on multi-scale attention feature extraction.
Jun MaHonglin WanJunxia WangHao XiaChengjie BaiPublished in: J. Real Time Image Process. (2021)
Keyphrases
- detection method
- feature extraction
- multiscale
- face detection
- detection algorithm
- image processing
- keypoint detection
- wavelet transform
- local binary pattern
- preprocessing
- pedestrian detection
- feature detection
- natural images
- preprocessing stage
- image classification
- scale space
- image representation
- keypoints
- feature space
- feature vectors
- principal component analysis
- visual attention
- detection rate
- texture analysis
- image features
- support vector machine svm
- face images
- region detection
- support vector data description
- object detection