Author

Nhut Hoang Trang

3 papers indexed here

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Conference Sep 2026

Vehicle re-identification and multi-camera tracking in Vietnamese urban traffic: a new dataset and distributed framework

Urbanization has accelerated the deployment of Intelligent Transportation Systems (ITS), yet maintaining a vehicle’s identity across sprawling, non-overlapping camera networks remains a formidable challenge. This paper presents a distributed, event-driven framework designed to bridge the gap between isolated Vehicle Re...

Trong-Hop Do, K. Pham, A. Lê et al. · International Conference on... · 0 citations

Conference Sep 2026

A real-time traffic flow prediction framework for Ho Chi Minh city using camera based vehicle counting and transfer learning

Traffic congestion in Ho Chi Minh City creates an urgent need for real-time traffic flow forecasting systems to support traffic monitoring and management. However, traffic data collected from cameras are often limited, noisy, and difficult to directly exploit for forecasting models. This study proposes an end-to-end re...

Trong-Hop Do, Duy Minh Tran, Quan Hong Nguyen et al. · International Conference on... · 0 citations

Conference Sep 2026

A unified real-time framework for helmet and red-light violation detection in motorcycle-dominant traffic

Traffic surveillance in motorcycle-dominant urban settings presents unique challenges that single-task detection systems have struggled to resolve. This paper describes a framework that jointly addresses helmet non-compliance and red-light violations within a single runtime, without requiring separate model pipelines....

Trong-Hop Do, Tu Cong Nguyen, Tuan Hoang Vo et al. · International Conference on... · 0 citations