Fast moving pedestrian detection based on motion segmentation and new motion features.
Shanshan ZhangDominik A. KleinChristian BauckhageArmin B. CremersPublished in: Multim. Tools Appl. (2016)
Keyphrases
- pedestrian detection
- motion segmentation
- motion features
- motion model
- moving objects
- flow field
- optical flow
- motion patterns
- human body
- motion analysis
- image sequences
- motion estimation
- object detection
- motion field
- video data
- motion vectors
- activity recognition
- dynamic scenes
- video sequences
- action recognition
- benchmark datasets
- spatio temporal
- missing data
- model selection
- visual features
- video surveillance
- particle filter
- video shots
- background subtraction
- spectral clustering
- computer vision
- detection algorithm
- object tracking
- dynamic programming
- viewpoint
- color features
- depth images
- image processing