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
The rapid growth of the fashion industry has increased the demand for effective retrieval of visually similar clothing items from large and diverse image collections. This paper proposes a content-based image retrieval (CBIR) framework for fashion images that combines multiple feature extraction methods with scalable s...
Truc Nguyen, N. Nguyen, V. Tran et al.· International Conference on...· 0 citations
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
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
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