Improved pedestrian detection using motion segmentation and silhouette orientation.
Suman Kumar ChoudhuryPankaj Kumar SaRam Prasad PadhySaurav SharmaSambit BakshiPublished in: Multim. Tools Appl. (2018)
Keyphrases
- motion segmentation
- pedestrian detection
- human body
- image sequences
- object detection
- motion estimation
- body parts
- motion model
- model selection
- moving objects
- human detection
- multibody
- missing data
- detection rate
- dynamic scenes
- optical flow
- spectral clustering
- benchmark datasets
- motion field
- histograms of oriented gradients
- d objects
- three dimensional
- face detection
- visual hull
- computer vision
- background subtraction
- video coding
- pose estimation
- image features
- computational cost
- feature selection
- motion tracking
- data mining