Towards memory-efficient inference in edge video analytics.
Arthi PadmanabhanAnand Padmanabha IyerGanesh AnanthanarayananYuanchao ShuNikolaos KarianakisGuoqing Harry XuRavi NetravaliPublished in: HotEdgeVideo@MobiCom (2021)
Keyphrases
- efficient inference
- video analytics
- probabilistic inference
- video analysis
- computer vision
- approximate inference
- conditional random fields
- markov random field
- fully connected
- exact inference
- graph structure
- hidden variables
- structured prediction
- human pose estimation
- public space
- graphical models
- image sequences
- image processing
- semi supervised
- d objects