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Low-light image enhancement framework for improved object detection in fisheye lens datasets
This study addresses the evolving challenges in urban traffic monitoring detection systems
based on fisheye lens cameras by proposing a framework that improves the efficacy and …
based on fisheye lens cameras by proposing a framework that improves the efficacy and …
Enhancing traffic safety with parallel dense video captioning for end-to-end event analysis
This paper introduces our solution for Track 2 in AI City Challenge 2024. The task aims to
solve traffic safety description and analysis with the dataset of Woven Traffic Safety (WTS) a …
solve traffic safety description and analysis with the dataset of Woven Traffic Safety (WTS) a …
Cityllava: Efficient fine-tuning for vlms in city scenario
Z Duan, H Cheng, D Xu, X Wu… - Proceedings of the …, 2024 - openaccess.thecvf.com
In the vast and dynamic landscape of urban settings Traffic Safety Description and Analysis
plays a pivotal role in applications ranging from insurance inspection to accident prevention …
plays a pivotal role in applications ranging from insurance inspection to accident prevention …
Trafficvlm: A controllable visual language model for traffic video captioning
Traffic video description and analysis have received much attention recently due to the
growing demand for efficient and reliable urban surveillance systems. Most existing methods …
growing demand for efficient and reliable urban surveillance systems. Most existing methods …
Robust data augmentation and ensemble method for object detection in fisheye camera images
In recent years traffic surveillance systems have begun leveraging fisheye lenses to
minimize the requisite number of cameras for comprehensive coverage of streets and …
minimize the requisite number of cameras for comprehensive coverage of streets and …
Robust motorcycle helmet detection in real-world scenarios: Using co-detr and minority class enhancement
H Vo, S Tran, DM Nguyen, T Nguyen… - Proceedings of the …, 2024 - openaccess.thecvf.com
Motorcycle helmet detection is a crucial task in intelligent traffic systems (ITS) as it enhances
traffic safety consciousness and guides individuals towards legal compliance. Numerous …
traffic safety consciousness and guides individuals towards legal compliance. Numerous …
Ocmctrack: Online multi-target multi-camera tracking with corrective matching cascade
A Specker - Proceedings of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
The implementation of multi-target multi-camera tracking systems in indoor environments
including shops and warehouses facilitates strategic product positioning and the …
including shops and warehouses facilitates strategic product positioning and the …
Cluster self-refinement for enhanced online multi-camera people tracking
Recently there has been a significant amount of research on Multi-Camera People Tracking
(MCPT). MCPT presents more challenges compared to Multi-Object Single Camera Tracking …
(MCPT). MCPT presents more challenges compared to Multi-Object Single Camera Tracking …
An online approach and evaluation method for tracking people across cameras in extremely long video sequence
Abstract Multi-camera Multi-Object Tracking has drawn significant attention in recent years
due to its critical role in surveillance analytics and related fields. Various challenges …
due to its critical role in surveillance analytics and related fields. Various challenges …
Multi-perspective traffic video description model with fine-grained refinement approach
The analysis of traffic patterns is crucial for enhancing safety and optimizing flow within
urban cities. While urban cities possess extensive camera networks for monitoring the raw …
urban cities. While urban cities possess extensive camera networks for monitoring the raw …