Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs.
Camillo QuattrocchiAntonino FurnariDaniele Di MauroMario Valerio GiuffridaGiovanni Maria FarinellaPublished in: CoRR (2023)
Keyphrases
- temporal segmentation
- temporally consistent
- temporal consistency
- spatial and temporal
- video segmentation
- video sequences
- temporal coherence
- temporal information
- human actions
- video summarization
- space time
- spatio temporal
- media streams
- segmentation algorithm
- video data
- video frames
- spatial temporal
- atomic actions
- temporal structure
- activity recognition
- image segmentation
- segmentation method
- action classification
- level set
- temporal correlation
- video content
- video analysis
- optical flow
- pairwise
- multiscale
- multimedia
- temporal analysis
- action detection
- motion trajectories
- foreground background segmentation
- objects in video sequences
- object segmentation and tracking
- temporal constraints
- labeled data
- key frames
- supervised learning
- active learning
- training set
- object segmentation
- training data
- human motion
- medical images
- single frame
- temporal relationships
- transfer learning
- action recognition
- unlabeled data
- unsupervised learning
- computer vision
- semi supervised learning
- temporal domain
- video streams
- visual saliency
- temporal relations
- video surveillance
- dynamic textures
- temporal reasoning
- temporal patterns