DeepPTV: Particle Tracking Velocimetry for Complex Flow Motion via Deep Neural Networks.
Jiaming LiangShengze CaiChao XuTehuan ChenJian ChuPublished in: IEEE Trans. Instrum. Meas. (2022)
Keyphrases
- neural network
- motion model
- motion analysis
- motion tracking
- motion detection
- motion segmentation
- real time tracking
- flow field
- articulated body
- tracking multiple
- motion estimation
- image sequences
- optical flow
- moving objects
- robust tracking
- object motion
- moving target
- image flow
- particle filter
- abrupt motion
- feature tracking
- articulated motion
- consecutive frames
- human motion
- object tracking
- motion parameters
- real time
- motion vector fields
- space time
- motion field
- tracking framework
- nonrigid motion
- genetic algorithm
- fixed camera
- proposal distribution
- particle filtering
- physical constraints
- deformable objects
- articulated objects
- beating heart
- upper body
- human movement
- mean shift
- kalman filter
- temporal continuity
- back propagation
- human walking
- dynamic scenes
- extended kalman filters
- color based tracking