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参考资料

汇集项目研究过程中参考的公开论文与技术方法。

01
REFERENCE PAPER

光流碰撞分析

基于视频的车辆碰撞检测方法研究

02
REFERENCE PAPER

多目标跟踪判别

基于多目标跟踪的交通事故自动判别系统的研究与实现

03
REFERENCE PAPER

云边协同架构

云边协同在交通视频分析中的应用研究

04
REFERENCE PAPER

时空融合检测

Surveillance Video-Based Traffic Accident Detection Using Transformer Architecture

05
REFERENCE PAPER

视频基础模型

Simplifying Traffic Anomaly Detection with Video Foundation Models

06
REFERENCE PAPER

边缘多摄像跟踪

SAE-MCVT: A Real-Time and Scalable Multi-Camera Vehicle Tracking Framework Powered by Edge Computing

07
REFERENCE PAPER

开放词汇异常识别

Open-Vocabulary Video Anomaly Detection

08
REFERENCE PAPER

多模态事故复核

Investigating Traffic Accident Detection Using Multimodal Large Language Models

09
REFERENCE PAPER

免训练异常检测

Harnessing Large Language Models for Training-free Video Anomaly Detection

10
REFERENCE PAPER

零样本事故定位

A Modular Zero-Shot Pipeline for Accident Detection, Localization, and Classification in Traffic Surveillance Video