Reliable pedestrian detection using a deep neural network trained on pedestrian counts.
Sanjukta GhoshPeter AmonAndreas HutterAndré KaupPublished in: ICIP (2017)
Keyphrases
- pedestrian detection
- neural network
- human body
- multilayer perceptron
- object detection
- multi layer perceptron
- training process
- adaboost classifier
- human detection
- detection rate
- benchmark datasets
- back propagation
- occlusion handling
- crowded scenes
- pedestrian tracking
- artificial neural networks
- histograms of oriented gradients
- neural network model
- knn
- training set
- false positives
- spatial information
- pose estimation
- face detection
- detection algorithm
- object recognition
- computational complexity