VID-WIN: Fast Video Event Matching with Query-Aware Windowing at the Edge for the Internet of Multimedia Things

1 code implementation • 27 Apr 2021 • Piyush Yadav, Dhaval Salwala, Edward Curry

Presently, many window optimization techniques have been proposed in event processing with an underlying assumption that the incoming stream has a structured data model.

Knowledge Graph Driven Approach to Represent Video Streams for Spatiotemporal Event Pattern Matching in Complex Event Processing

no code implementations • 13 Jul 2020 • Piyush Yadav, Dhaval Salwala, Edward Curry

We propose the Video Event Knowledge Graph (VEKG), a graph driven representation of video data.

Activity Recognition Event Detection +2

Traffic Prediction Framework for OpenStreetMap using Deep Learning based Complex Event Processing and Open Traffic Cameras

1 code implementation • 12 Jul 2020 • Piyush Yadav, Dipto Sarkar, Dhaval Salwala, Edward Curry

The lack of an open-source traffic estimation method using open data platforms is a bottleneck for building sophisticated navigation services on top of OpenStreetMap (OSM).

object-detection Real-Time Object Detection +1