VT-Former: An Exploratory Study on Vehicle Trajectory Prediction for Highway Surveillance through Graph Isomorphism and Transformer
Enhancing roadway safety has become an essential computer vision focus area for
Intelligent Transportation Systems (ITS). As a part of ITS Vehicle Trajectory Prediction (VTP) …
Intelligent Transportation Systems (ITS). As a part of ITS Vehicle Trajectory Prediction (VTP) …
An Exploratory Study on Human-Centric Video Anomaly Detection Through Variational Autoencoders and Trajectory Prediction
Abstract Video Anomaly Detection (VAD) represents a challenging and prominent research
task within computer vision. In recent years, Pose-based Video Anomaly Detection (PAD) …
task within computer vision. In recent years, Pose-based Video Anomaly Detection (PAD) …
VT-Former: A Transformer-based Vehicle Trajectory Prediction Approach For Intelligent Highway Transportation Systems
Enhancing roadway safety and traffic management has become an essential focus area for
a broad range of modern cyber-physical systems and intelligent transportation systems …
a broad range of modern cyber-physical systems and intelligent transportation systems …
Bi-Level Control of Weaving Sections in Mixed Traffic Environments with Connected and Automated Vehicles
Connected and automated vehicles (CAVs) can be beneficial for improving the operation of
highway bottlenecks such as weaving sections. This paper proposes a bi-level control …
highway bottlenecks such as weaving sections. This paper proposes a bi-level control …
VegaEdge: Edge AI Confluence Anomaly Detection for Real-Time Highway IoT-Applications
Vehicle anomaly detection plays a vital role in highway safety applications such as accident
prevention, rapid response, traffic flow optimization, and work zone safety. With the surge of …
prevention, rapid response, traffic flow optimization, and work zone safety. With the surge of …
ST CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction
Trajectory prediction is of significant importance in computer vision. Accurate pedestrian
trajectory prediction benefits autonomous vehicles and robots in planning their motion …
trajectory prediction benefits autonomous vehicles and robots in planning their motion …
Advancing Highway Safety: Embedded-Edge AI for Real-Time Applications
VA Katariya - 2023 - search.proquest.com
This dissertation presents the systematic design and development of datasets, algorithms,
and an AI pipeline specifically curated for real-time trajectory prediction and anomaly …
and an AI pipeline specifically curated for real-time trajectory prediction and anomaly …