Selecting Learnable Training Samples is All DETRs Need in Crowded Pedestrian Detection.
Feng GaoJiaxu LengJi GanXinbo GaoPublished in: ACM Multimedia (2023)
Keyphrases
- training samples
- pedestrian detection
- crowded scenes
- human body
- learning algorithm
- object detection
- human detection
- training data
- feature space
- training set
- detection rate
- test sample
- high dimensional
- number of training samples
- supervised learning
- classification error
- benchmark datasets
- detection algorithm
- face images
- base classifiers
- representative samples
- pose estimation
- face detection
- training examples
- positive examples
- small number
- multi class
- feature vectors
- video sequences