Pay Attention to Them: Deep Reinforcement Learning-Based Cascade Object Detection.
Songtao LiuDi HuangYunhong WangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- object detection
- reinforcement learning
- boosted classifiers
- viola jones
- hog features
- object detectors
- face detection
- computer vision
- object class
- histograms of oriented gradients
- function approximation
- object recognition
- multi class
- object categories
- object segmentation
- scene recognition
- background subtraction
- pedestrian detection
- model free
- state space
- optimal policy
- deep learning
- multi agent
- scene understanding
- object classification
- learning algorithm
- robotic control
- policy search
- deformable part models
- human detection
- temporal difference
- reinforcement learning algorithms
- real robot
- face detector
- reinforcement learning methods
- image parsing
- face recognition
- multiscale
- machine learning
- markov decision process
- video sequences
- optimal control
- data sets
- vision system
- learning problems
- dynamical systems
- transfer learning