Hierarchical Language-Based Representation of Events in Video Streams
Abstract
We aim to define an event ontology that allows natural representation of complex spatio-temporal events common in the physical world by a composition of simpler events. The events are abstracted into three hierarchies. Primitive events are defined directly from the mobile object properties. Single-thread composite events are a number of primitive events with temporal sequencing. Multi-thread composite events are a number of single-thread events with temporal/ spatial/logical relationships. This hierarchical event representation naturally leads to a language description of the events. We define an Event Recognition Language (ERL) which allows the users to define the events of interest conveniently without interacting with the low level processing in the program. We will also briefly mention some approaches to compute the proposed representation.
Cite
Text
Nevatia et al. "Hierarchical Language-Based Representation of Events in Video Streams." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2003. doi:10.1109/CVPRW.2003.10038Markdown
[Nevatia et al. "Hierarchical Language-Based Representation of Events in Video Streams." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2003.](https://mlanthology.org/cvprw/2003/nevatia2003cvprw-hierarchical/) doi:10.1109/CVPRW.2003.10038BibTeX
@inproceedings{nevatia2003cvprw-hierarchical,
title = {{Hierarchical Language-Based Representation of Events in Video Streams}},
author = {Nevatia, Ram and Zhao, Tao and Hongeng, Somboon},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
year = {2003},
pages = {39},
doi = {10.1109/CVPRW.2003.10038},
url = {https://mlanthology.org/cvprw/2003/nevatia2003cvprw-hierarchical/}
}