TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement.
Carl DoerschYi YangMel VeceríkDilara GokayAnkush GuptaYusuf AytarJoão CarreiraAndrew ZissermanPublished in: CoRR (2023)
Keyphrases
- temporal continuity
- consecutive frames
- spatio temporal
- automatic initialization
- video frames
- real time
- temporal information
- temporal coherence
- single frame
- spatial and temporal
- video sequences
- temporal correlation
- frame buffer
- particle filtering
- successive frames
- image frames
- motion detection
- frame rate
- object tracking
- adjacent frames
- visual tracking
- human walking
- kalman filter
- motion model
- temporal consistency
- input video
- compressed video sequences
- point tracking
- real time tracking
- particle filter
- robust tracking
- motion tracking
- multi frame
- temporal reasoning
- motion segmentation
- video surveillance
- motion analysis
- temporal redundancy
- appearance model
- space time
- video data
- k means
- moving object extraction
- image sequences