Temporal Similarity-Based Computation Reduction for Video Transformers in Edge Camera Nodes.
Udari De AlwisZhongheng XieMassimo AliotoPublished in: AICAS (2023)
Keyphrases
- temporal resolution
- spatial and temporal
- temporal information
- video images
- real time
- temporal coherence
- temporal consistency
- space time
- combining information from multiple
- object motion
- video sequences
- video data
- moving camera
- temporal domain
- spatial temporal
- stationary camera
- video frames
- weighted graph
- video camera
- disjoint paths
- undirected graph
- multimedia
- camera motion
- field of view
- vision system
- temporal structure
- dynamic scenes
- temporal analysis
- video content
- camera movement
- edge detection
- video streams
- dynamic textures
- image sequences
- spatio temporal
- surveillance cameras
- temporal correlation
- camera calibration
- temporal patterns
- video analysis
- temporal relations
- motion trajectories
- hand held
- single frame
- shortest path
- temporal relationships
- structure from motion
- multi view
- multi camera
- eye contact
- frame rate
- moving objects
- multiple cameras
- temporal segmentation
- network structure
- edge information
- edge weights