most citedVidCEP: Complex Event Processing Framework to Detect Spatiotemporal Patterns in Video Streams

33 citations · 37 across the 5 of their papers we have counts for

collaborators

6 papers

cs.AI2020

Visual Semantic Multimedia Event Model for Complex Event Detection in Video Streams

Piyush Yadav, Edward Curry

Multimedia data is highly expressive and has traditionally been very difficult for a machine to interpret. Middleware systems such as complex event processing (CEP) mine patterns f…

cs.CV202033 cited

VidCEP: Complex Event Processing Framework to Detect Spatiotemporal Patterns in Video Streams

Piyush Yadav, Edward Curry

Video data is highly expressive and has traditionally been very difficult for a machine to interpret. Querying event patterns from video streams is challenging due to its unstructu…

cs.CV2020

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

Piyush Yadav, Dhaval Salwala, Edward Curry

Complex Event Processing (CEP) is an event processing paradigm to perform real-time analytics over streaming data and match high-level event patterns. Presently, CEP is limited to…

cs.CV2020

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

Piyush Yadav, Dipto Sarkar, Dhaval Salwala +1

Displaying near-real-time traffic information is a useful feature of digital navigation maps. However, most commercial providers rely on privacy-compromising measures such as deriv…

cs.CV2020

Human Assisted Artificial Intelligence Based Technique to Create Natural Features for OpenStreetMap

Piyush Yadav, Dipto Sarkar, Shailesh Deshpande +1

In this work, we propose an AI-based technique using freely available satellite images like Landsat and Sentinel to create natural features over OSM in congruence with human editor…

stat.AP20204 cited

Computational Model for Urban Growth Using Socioeconomic Latent Parameters

Piyush Yadav, Shamsuddin Ladha, Shailesh Deshpande +1

Land use land cover changes (LULCC) are generally modeled using multi-scale spatio-temporal variables. Recently, Markov Chain (MC) has been used to model LULCC. However, the model…