Towards an Unsupervised Spatiotemporal Representation of Cilia Video Using A Modular Generative Pipeline.
Meekail ZainSonia RaoNathan SafirQuinn WynerIsabella HumphreyAlex EldridgeChenxiao LiBahaaEddin AlAilaShannon QuinnPublished in: SciPy (2020)
Keyphrases
- space time
- spatial and temporal
- spatiotemporal features
- unsupervised learning
- data driven
- video representation
- multimedia
- generative model
- semi supervised
- video data
- temporal domain
- video frames
- real time
- video sequences
- video streams
- temporal structure
- semisupervised learning
- dynamic textures
- video content
- image representation
- multiresolution
- key frames
- video surveillance
- video database
- event detection
- unsupervised manner
- text classification
- supervised learning
- processing pipeline
- moving objects
- mathematical formalism