基于车型识别的高速公路收费稽核数据

河北高速公路集团有限公司对“基于车型识别的高速公路收费稽核数据”的应用，旨在提升高速公路收费的准确性和效率，有效打击逃费漏费行为。 通过在关键节点部署信息采集设备，运用车型融合识别算法对车辆信息进行精确的识别和数据采集。 采集到的数据将通过全量数据融合算法进行整合，实现视频采集数据与门架交易数据、收费站交易数据的融合匹配，确保数据的一致性和准确性。 通过大数据分析系统，处理和分析海量的车辆数据。通过对车辆历史行为、驾驶偏好和通行时间规律的深入分析，系统能够识别出逃漏费行为，如大车小标、货车客标、换挂甩挂等,极大地增强高速公路收费稽核的准确性和效率。并通过通过数据共享和实时更新，从源头解决发行错误的问题。 通过基于车型识别的高速公路收费稽核数据的应用，提高了事后稽核效率，提升集团收费总体效益。预计年发现逃费、漏费等通行费损失达到千万级别，这将为集团带来显著的经济效益。 河北高速公路集团有限公司通过本项目的数据应用，构建了一个高效、准确的高速公路收费稽核体系，这将对河北省乃至全国的高速公路收费管理带来积极影响，提升整个行业的运营效率和服务质量。Hebei Expressway Group Co., Ltd. has applied the "expressway toll audit data based on vehicle type recognition" to improve the accuracy and efficiency of expressway toll collection and effectively crack down on toll evasion and leakage behaviors. By deploying information collection equipment at key nodes, the group utilizes the vehicle type fusion recognition algorithm to accurately identify and collect vehicle information. The collected data will be integrated via the full-scale data fusion algorithm, which fuses and matches video collection data, gantry transaction data and toll station transaction data to ensure data consistency and accuracy. A big data analysis system is employed to process and analyze massive vehicle data. Through in-depth analysis of vehicle historical behavior, driving preferences and traffic passage time rules, the system can identify toll evasion and leakage behaviors such as over-sized vehicles marked as smaller ones, freight trucks marked as passenger vehicles, trailer swapping and trailer abandonment, which greatly enhances the accuracy and efficiency of expressway toll audit. Additionally, through data sharing and real-time updates, the issue of issuance errors can be resolved at the source. The application of this vehicle type recognition-based expressway toll audit data has improved post-event audit efficiency and the overall toll collection benefits of the group. It is estimated that the annual detected toll losses caused by evasion and leakage will reach tens of millions, which will bring significant economic benefits to the group. Through the data application of this project, Hebei Expressway Group Co., Ltd. has constructed an efficient and accurate expressway toll audit system, which will exert a positive impact on expressway toll management in Hebei Province and even the whole country, and improve the operational efficiency and service quality of the entire industry.

搜集汇总

背景与挑战

背景概述

该数据集是河北高速公路集团有限公司为提升收费稽核效率而构建的车型识别数据，通过融合视频、门架和交易数据，利用大数据分析识别逃漏费行为，预计年挽回千万级别通行费损失，旨在构建高效准确的收费稽核体系。