CN116663934A - A method and system for processing traffic incidents by fusing monitoring data - Google Patents
A method and system for processing traffic incidents by fusing monitoring data Download PDFInfo
- Publication number
- CN116663934A CN116663934A CN202310705206.3A CN202310705206A CN116663934A CN 116663934 A CN116663934 A CN 116663934A CN 202310705206 A CN202310705206 A CN 202310705206A CN 116663934 A CN116663934 A CN 116663934A
- Authority
- CN
- China
- Prior art keywords
- traffic
- processing
- duty
- event type
- preset
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0637—Strategic management or analysis, e.g. setting a goal or target of an organisation; Planning actions based on goals; Analysis or evaluation of effectiveness of goals
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/40—Business processes related to the transportation industry
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/54—Surveillance or monitoring of activities, e.g. for recognising suspicious objects of traffic, e.g. cars on the road, trains or boats
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
- Y02T10/00—Road transport of goods or passengers
- Y02T10/10—Internal combustion engine [ICE] based vehicles
- Y02T10/40—Engine management systems
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Human Resources & Organizations (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Economics (AREA)
- Physics & Mathematics (AREA)
- Strategic Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- Educational Administration (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Quality & Reliability (AREA)
- Game Theory and Decision Science (AREA)
- Operations Research (AREA)
- Development Economics (AREA)
- Multimedia (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Traffic Control Systems (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Description
技术领域technical field
本申请涉及数据处理的技术领域,具体涉及一种融合监控数据的交通事件处理方法及系统。The present application relates to the technical field of data processing, and in particular to a traffic event processing method and system for fusing monitoring data.
背景技术Background technique
随着我国城镇化建设,各个乡镇之间也建立起了交通道路网,其中就包括一些国道与省道的修建,以便于外来人员旅游、或外出返乡人员回家探望亲人。With the urbanization of our country, a traffic road network has been established between towns and towns, including the construction of some national and provincial roads, so that it is convenient for foreigners to travel, or those who return home to visit their relatives.
在一些节假日期间,这些道路往往十分拥堵,严重时甚至发生一系列的交通事故。目前,当发生这些交通事件后,传统的处理方式中,需要当事人联系当地的交通管理部门汇报当前的事件情况,然后交通管理部门派遣交警在前往事发地,交警在了解实际情况后,采取相应的解决措施,以保证道路通畅。然而,交警了解实际情况的过程需要大量的时间,从而导致处理效率较低。During some holidays, these roads are often very congested, and even a series of traffic accidents occur in severe cases. At present, when these traffic incidents occur, in the traditional processing method, the parties need to contact the local traffic management department to report the current incident situation, and then the traffic management department will send traffic police to the incident site, and the traffic police will take corresponding measures after understanding the actual situation. solutions to ensure the smooth flow of roads. However, it takes a lot of time for the traffic police to understand the actual situation, resulting in low processing efficiency.
发明内容Contents of the invention
本申请提供了一种融合监控数据的交通事件处理方法与系统,具有交通警察执勤效率的效果。The present application provides a method and system for processing traffic incidents fused with monitoring data, which can improve the efficiency of traffic police.
第一方面,本申请提供了一种融合监控数据的交通事件处理方法,应用于交通平台,所述方法包括:获取预设摄像头的监控数据;基于所述监控数据,确定目标路段的交通事件类型,所述交通事件类型包括堵车、车祸以及车辆损坏;将所述交通事件类型与预设策略表进行匹配,得到所述交通事件类型对应的处理策略;将所述交通事件类型与所述处理策略发送至执勤人员的用户设备。In the first aspect, the present application provides a method for processing traffic incidents fused with monitoring data, which is applied to a traffic platform. The method includes: obtaining monitoring data from a preset camera; and determining the type of traffic incident on a target road section based on the monitoring data , the type of traffic event includes traffic jam, traffic accident and vehicle damage; matching the type of traffic event with a preset policy table to obtain a processing strategy corresponding to the type of traffic event; matching the type of traffic event with the processing strategy Sent to the user's device on duty.
通过采用上述技术方案,根据预设摄像头的监控数据,能够快速发现存在交通事件的目标路段以及交通事件的具体情况;再通过将交通事件的类型与预设策略表进行匹配,从而得到全面的交通事件处理策略,再将处理策略提前发送给前往目标路段执勤人员的用户设备,以帮助执勤人员快速了解现场情况,并且执勤人员通过参考交通事件的处理策略,能够更加全面的了解和处理交通事件,降低了交通事件遗漏处理的概率。By adopting the above technical solution, according to the monitoring data of the preset camera, it is possible to quickly discover the target section of the traffic incident and the specific situation of the traffic incident; and then by matching the type of the traffic incident with the preset policy table, a comprehensive traffic information can be obtained Event processing strategy, and then send the processing strategy to the user equipment of the on-duty personnel on the target road section in advance to help the on-duty personnel quickly understand the situation on the spot, and the on-duty personnel can understand and deal with the traffic incident more comprehensively by referring to the traffic incident handling strategy, The probability of missed handling of traffic incidents is reduced.
第二方面,本申请提供一种融合监控数据的交通事件处理系统,所述系统为交通平台,所述交通平台包括获取模块、处理模块以及发送模块,其中:所述获取模块,用于获取预设摄像头的监控数据;所述处理模块,用于基于所述监控数据,确定目标路段的交通事件类型,所述交通事件类型包括堵车、车祸以及车辆损坏;将所述交通事件类型与预设策略表进行匹配,得到所述交通事件类型对应的处理策略;所述发送模块,用于将所述交通事件类型与所述处理策略发送至执勤人员的用户设备。In a second aspect, the present application provides a traffic event processing system that integrates monitoring data, the system is a traffic platform, and the traffic platform includes an acquisition module, a processing module, and a sending module, wherein: the acquisition module is used to acquire The monitoring data of the camera is set; the processing module is used to determine the traffic event type of the target road section based on the monitoring data, and the traffic event type includes traffic jams, traffic accidents and vehicle damage; the traffic event type and the preset strategy The table is matched to obtain the processing strategy corresponding to the traffic event type; the sending module is configured to send the traffic event type and the processing strategy to the user equipment of the on-duty personnel.
通过采用上述技术方案,获取模块根据预设摄像头的监控数据,能够快速发现存在交通事件的目标路段以及交通事件的具体情况;处理模块再通过将交通事件的类型与预设策略表进行匹配,从而得到全面的交通事件处理策略;发送模块再将处理策略提前发送给前往目标路段执勤人员的用户设备,以帮助执勤人员快速了解现场情况,并且执勤人员通过参考交通事件的处理策略,能够更加全面的了解和处理交通事件,降低了交通事件遗漏处理的概率。By adopting the above technical solution, the acquisition module can quickly discover the target section of the traffic incident and the specific situation of the traffic incident according to the monitoring data of the preset camera; the processing module then matches the type of the traffic incident with the preset policy table, thereby Get a comprehensive traffic incident handling strategy; the sending module sends the handling strategy to the user equipment of the on-duty personnel on the target road section in advance to help the on-duty personnel quickly understand the situation on the spot, and the on-duty personnel can more comprehensively understand the situation by referring to the traffic incident handling strategy Understanding and handling traffic incidents reduces the probability of missed handling of traffic incidents.
可选的,所述基于所述监控数据,确定目标路段的交通事件类型,还包括:获取模块用于对所述监控数据进行处理,得到所述目标路段的路况信息,所述路况信息包括车流量、车况、平均车速以及车辆密度;处理模块用于根据预设第一规则,将所述目标路段拆分为多个子路段,所述预设第一规则为路口、人行道以及红绿灯;获取模块用于获取多个所述子路段各自对应的子路况信息;处理模块用于若第一子路况信息与所述路况信息相似度值大于预设相似度阈值,则确定所述第一子路况信息对应的子路段为事故路段,所述第一子路况信息为多个所述子路况信息中任意一个。Optionally, the determining the traffic event type of the target road section based on the monitoring data further includes: an acquisition module for processing the monitoring data to obtain road condition information of the target road section, the road condition information including vehicle Traffic flow, vehicle condition, average vehicle speed and vehicle density; the processing module is used to split the target road section into a plurality of sub-road sections according to the preset first rule, and the preset first rule is intersection, sidewalk and traffic lights; the acquisition module is used Obtaining sub-road condition information corresponding to each of the plurality of sub-road sections; the processing module is configured to determine that the first sub-road condition information corresponds to The sub-road section is an accident road section, and the first sub-road condition information is any one of a plurality of sub-road condition information.
通过采用上述技术方案,处理模块将目标路段拆分为多个子路段,再将多个子路段的路况信息分别与目标路段的路况信息进行匹配,从而确定出导致交通事件的事故路段,以便于后续更加精准的分析事故原因。By adopting the above technical solution, the processing module splits the target road section into multiple sub-sections, and then matches the road condition information of the multiple sub-sections with the road condition information of the target road section, so as to determine the accident road section that caused the traffic accident, so as to facilitate subsequent Accurately analyze the cause of the accident.
可选的,处理模块用于将所述第一子路况信息与预设事故分类表进行匹配,得到所述交通事件类型,所述预设事故分类表包括路况信息与交通事件类型的对应关系。Optionally, the processing module is configured to match the first sub-road condition information with a preset accident classification table to obtain the traffic event type, and the preset accident classification table includes a correspondence between road condition information and traffic event types.
通过采用上述技术方案,通过预先设置的事故分类表,从而使得在交通事故发生的第一时间,能够快速预测出交通事件类型以及其对应的事件原因,进而帮助交警能够提前做好相关工作的安排。By adopting the above-mentioned technical scheme and the pre-set accident classification table, it is possible to quickly predict the type of traffic accident and its corresponding cause at the first time when a traffic accident occurs, thereby helping the traffic police to make relevant work arrangements in advance .
可选的,处理模块用于将所述交通事件类型划分为多个待处理事件,多个所述待处理事件包括交通梳理、车辆维修、保险事宜以及伤亡人员救治;将多个所述处理事件与预设策略表进行匹配,得到多个所述处理事件各自对应的预处理策略;按照预设第二规则,将多个所述预处理策略连接为事件处理链,生成处理策略。Optionally, the processing module is used to divide the type of traffic event into a plurality of events to be processed, and the plurality of events to be processed include traffic sorting, vehicle maintenance, insurance matters, and rescue of casualties; Matching with the preset policy table to obtain multiple preprocessing policies corresponding to each of the processing events; according to the preset second rule, connecting the multiple preprocessing policies into an event processing chain to generate a processing policy.
通过采用上述技术方案,将交通事件类型细分为多个待处理的小事件,从而帮助交警更加全面的考虑处理交通事件,同时降低交警遗漏处理事项的可能;再将多个待处理事件与预设略表进行匹配,得到多个待处理事件的预处理策略,再将多个预处理策略生成事件处理链,从而帮助交警合理安排整个执勤计划。By adopting the above-mentioned technical scheme, the types of traffic incidents are subdivided into multiple small incidents to be processed, thereby helping the traffic police to consider and handle traffic incidents more comprehensively, and at the same time reduce the possibility of the traffic police missing handling items; Set the strategy table to match, get the preprocessing strategy of multiple events to be processed, and then generate the event processing chain from the multiple preprocessing strategies, so as to help the traffic police arrange the entire duty plan reasonably.
可选的,获取模块用于获取多个所述待处理事件的事件处理时间,所述时间处理事件包括准备时间、通勤时间以及处理时间;处理模块用于根据所述事件处理时间,确定多个所述待处理事件各自对应的处理时间段,所述处理时间段包括多个时间节点;按照时间顺序,将多个所述待处理事件各自对应的多个时间节点进行连接,生成所述事件处理链。Optionally, the obtaining module is used to obtain the event processing time of multiple events to be processed, and the time processing event includes preparation time, commuting time and processing time; the processing module is used to determine a plurality of events according to the event processing time The processing time period corresponding to each of the events to be processed, the processing time period includes a plurality of time nodes; according to the order of time, connect the plurality of time nodes corresponding to each of the plurality of events to be processed to generate the event processing chain.
通过采用上述技术方案,通过将多个待处理事件在处理过程中的起始时间点与结束时间点按照时间顺序,连接为事件处理链,从而帮助交警了解交通事件的整个处理周期,以便于对预测的处理策略做出一些调整,提高了整个执勤的效率。By adopting the above technical scheme, by connecting the start time point and end time point of multiple pending events in the processing process in chronological order, they are connected into an event processing chain, thereby helping the traffic police to understand the entire processing cycle of the traffic event, so as to facilitate Some adjustments have been made to the predictive processing strategy to improve the efficiency of the entire duty.
可选的,获取模块用于获取多个所述执勤人员的执勤信息,所述执勤信息包括位置信息与执勤状态;处理模块用于根据所述执勤信息,将多个所述执勤人员进行优先级排序;若第一执勤人员优先级大于第二执勤人员,则发送模块向所述第一执勤人员发送所述处理策略,所述第一执勤人员为多个所述执勤人员中任意一个,所述第二执勤人员为多个执勤人员中任意一个。Optionally, the acquiring module is used to acquire the duty information of a plurality of on-duty personnel, the on-duty information includes location information and on-duty status; the processing module is used to prioritize the plurality of on-duty personnel according to the on-duty information Sorting; if the priority of the first on-duty personnel is greater than that of the second on-duty personnel, the sending module sends the processing strategy to the first on-duty personnel, and the first on-duty personnel is any one of a plurality of the on-duty personnel, and the The second on-duty personnel is any one of multiple on-duty personnel.
通过采用上述技术方案,在交通事件的事件地点存在多个执勤人员,根据执勤信息将多个执勤人员进行优先级排序,优先向优先级高的执勤人员发送交通事件的具体情况以及其对应处理策略,从而便于警方合理的安排警力以及提高执勤的效率。By adopting the above technical solution, there are multiple duty personnel at the event location of the traffic incident, and the multiple duty personnel are prioritized according to the duty information, and the specific situation of the traffic incident and its corresponding processing strategy are sent to the duty personnel with high priority , so as to facilitate the reasonable arrangement of the police force and improve the efficiency of duty.
可选的,所述向所述第一执勤人员发送所述交通事件类型与所述处理策略,还包括:若所述第一执勤人员在预设时间段内未到达所述目标路段,则发送模块向所述第二执勤人员发送所述交通事件类型与所述处理策略。Optionally, the sending the traffic event type and the processing strategy to the first on-duty personnel further includes: if the first on-duty personnel does not arrive at the target road section within a preset time period, sending The module sends the traffic event type and the processing strategy to the second duty officer.
通过采用上述技术方案,当执勤人员因为一些突发原因导致无法按时前往执勤地点或无法前往执勤地点,则按照优先级向第二执勤人员发送交通事件的具体情况与其对应的处理策略,从而保证交通事件能够得到及时处理,避免出现更大的影响。By adopting the above-mentioned technical scheme, when the on-duty personnel cannot go to the on-duty location on time or cannot go to the on-duty location due to some unexpected reasons, the specific situation of the traffic incident and its corresponding handling strategy will be sent to the second on-duty personnel according to the priority, so as to ensure traffic The incident can be dealt with in time to avoid greater impact.
第三方面,本申请提供一种电子设备,包括处理器、存储器、用户接口及网络接口,所述存储器用于存储指令,所述用户接口和网络接口用于给其他设备通信,所述处理器用于执行所述存储器中存储的指令,以使所述电子设备执行如第一方面中任意一项所述的方法。In a third aspect, the present application provides an electronic device, including a processor, a memory, a user interface, and a network interface, the memory is used to store instructions, the user interface and the network interface are used to communicate with other devices, and the processor uses to execute the instructions stored in the memory, so that the electronic device executes the method according to any one of the first aspect.
第四方面,本申请提供一种计算机可读存储介质,所述计算机可读存储介质存储有指令,当所述指令被执行时,执行如第一方面中任意一项所述的方法。In a fourth aspect, the present application provides a computer-readable storage medium, the computer-readable storage medium stores instructions, and when the instructions are executed, the method described in any one of the first aspects is executed.
综上所述,本申请实施例中提供的一个或多个技术方案,至少具有如下技术效果或优点:In summary, one or more technical solutions provided in the embodiments of this application have at least the following technical effects or advantages:
1、根据预设摄像头的监控数据,能够快速发现存在交通事件的目标路段以及交通事件的具体情况;再通过将交通事件的类型与预设策略表进行匹配,从而得到全面的交通事件处理策略,再将处理策略提前发送给前往目标路段执勤人员的用户设备,以帮助执勤人员快速了解现场情况,并且执勤人员通过参考交通事件的处理策略,能够更加全面的了解和处理交通事件,降低了交通事件遗漏处理的概率。1. According to the monitoring data of the preset camera, it is possible to quickly discover the target section of the traffic incident and the specific situation of the traffic incident; and then match the type of traffic incident with the preset policy table to obtain a comprehensive traffic incident handling strategy. Then the processing strategy is sent to the user equipment of the on-duty personnel on the target road section in advance to help the on-duty personnel quickly understand the situation on the spot, and the on-duty personnel can understand and deal with the traffic incident more comprehensively by referring to the traffic incident handling strategy, reducing traffic incidents The probability of missing a treatment.
2、将交通事件类型细分为多个待处理的小事件,从而帮助交警更加全面的考虑处理交通事件,同时降低交警遗漏处理事项的可能;再将多个待处理事件与预设略表进行匹配,得到多个待处理事件的预处理策略,再将多个预处理策略生成事件处理链,从而帮助交警合理安排整个执勤计划。2. Subdivide the types of traffic incidents into multiple small incidents to be processed, so as to help the traffic police consider handling traffic incidents more comprehensively, and at the same time reduce the possibility of the traffic police missing handling items; Matching, get the pre-processing strategies of multiple events to be processed, and then generate event processing chains from multiple pre-processing strategies, so as to help the traffic police reasonably arrange the entire duty plan.
附图说明Description of drawings
图1是本申请实施例提供的一种融合监控数据的交通事件处理方法的流程示意图。FIG. 1 is a schematic flowchart of a traffic event processing method for fusing monitoring data provided by an embodiment of the present application.
图2是本申请实施例提供的一种事件处理链的结构示意图。FIG. 2 is a schematic structural diagram of an event processing chain provided by an embodiment of the present application.
图3是本申请实施例提供的一种融合监控数据的交通事件处理装置的结构示意图。Fig. 3 is a schematic structural diagram of a traffic event processing device for fusing monitoring data provided by an embodiment of the present application.
图4是本申请实施例提供的一种电子设备的结构示意图。FIG. 4 is a schematic structural diagram of an electronic device provided by an embodiment of the present application.
附图标记说明:1、获取模块;2、处理模块;3、发送模块;400、电子设备;401、处理器;402、通信总线;403、用户接口;404、网络接口;405、存储器。Description of reference numerals: 1. acquisition module; 2. processing module; 3. sending module; 400, electronic device; 401, processor; 402, communication bus; 403, user interface; 404, network interface; 405, memory.
具体实施方式Detailed ways
为了使本领域的技术人员更好地理解本说明书中的技术方案,下面将结合本说明书实施例中的附图,对本说明书实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅是本申请一部分实施例,而不是全部的实施例。In order to enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this specification will be clearly and completely described below in conjunction with the drawings in the embodiments of this specification. Obviously, the described The embodiments are only some of the embodiments of the present application, but not all of them.
在本申请实施例的描述中,“例如”或者“举例来说”等词用于表示作例子、例证或说明。本申请实施例中被描述为“例如”或者“举例来说”的任何实施例或设计方案不应被解释为比其他实施例或设计方案更优选或更具优势。确切而言,使用“例如”或者“举例来说”等词旨在以具体方式呈现相关概念。In the description of the embodiments of the present application, words such as "for example" or "for example" are used as an example, illustration or description. Any embodiment or design scheme described as "for example" or "for example" in the embodiments of the present application shall not be interpreted as being more preferable or more advantageous than other embodiments or design schemes. Rather, the use of words such as "for example" or "for example" is intended to present related concepts in a concrete manner.
在本申请实施例的描述中,术语“多个”的含义是指两个或两个以上。例如,多个系统是指两个或两个以上的系统,多个屏幕终端是指两个或两个以上的屏幕终端。此外,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括一个或者更多个该特征。术语“包括”、“包含”、“具有”及它们的变形都意味着“包括但不限于”,除非是以其他方式另外特别强调。In the description of the embodiments of the present application, the term "plurality" means two or more. For example, multiple systems refer to two or more systems, and multiple screen terminals refer to two or more screen terminals. In addition, the terms "first" and "second" are used for descriptive purposes only, and cannot be understood as indicating or implying relative importance or implicitly specifying indicated technical features. Thus, a feature defined as "first" and "second" may explicitly or implicitly include one or more of these features. The terms "including", "comprising", "having" and variations thereof mean "including but not limited to", unless specifically stated otherwise.
随着我国城镇化建设的推进,交通道路网络逐步完善,各个乡镇之间的交通联系日益紧密,其中包括一些国道和省道的建设,以满足人们旅游和探望亲人等出行需求。With the advancement of urbanization in our country, the traffic road network has gradually improved, and the traffic links between towns have become increasingly close, including the construction of some national and provincial roads to meet people's travel needs such as traveling and visiting relatives.
随着城市化进程的加速,人口流动和交通拥堵问题越来越突出,尤其是在一些重要的节假日期间,这些道路往往会出现拥堵和交通事故等问题,给人们的出行带来很大的不便和安全隐患。传统的处理方式中,需要当事人联系当地的交通管理部门汇报当前的事件情况,然后交通管理部门派遣交警在前往事发地,交警在了解实际情况后,采取相应的解决措施,以保证道路通畅。然而,交警了解实际情况的过程需要大量的时间,从而导致处理效率较低。With the acceleration of urbanization, the problems of population flow and traffic congestion are becoming more and more prominent, especially during some important holidays, these roads often have problems such as congestion and traffic accidents, which bring great inconvenience to people's travel and safety hazards. In the traditional processing method, the parties need to contact the local traffic management department to report the current incident, and then the traffic management department will send traffic police to the incident site. After understanding the actual situation, the traffic police will take corresponding solutions to ensure smooth roads. However, it takes a lot of time for the traffic police to understand the actual situation, resulting in low processing efficiency.
为了解决这个问题,本申请提供一种融合监控数据的交通事件处理方法,该方法应用于交管平台,如图1所示,该方法包括步骤S101至步骤S104。In order to solve this problem, the present application provides a method for processing traffic incidents by fusing monitoring data. The method is applied to a traffic control platform, as shown in FIG. 1 , and the method includes steps S101 to S104.
S101、获取预设摄像头的监控数据。S101. Obtain monitoring data of a preset camera.
在上述步骤中,预设摄像头可以理解为用于监测目标路段上车辆行驶状态的摄像头,例如,红绿灯上设置有拍摄车辆是否在错误车道行驶的摄像头,以及路灯上设置有监测车流量与车速的摄像头。其中,目标路段为用户所反馈的存在交通事件的路段或消防平台的工作人员查看监控视频所确定的事故路段;在本申请中预设的摄像头为目标路段上设置的所有摄像头,用户为目标路段处司机或事故当事人。另外,预设的摄像头全天候开启以保证监测的连续性。当目标路段存在交通事件时,交管平台调用该路段上摄像头存储的预设时间段内的监控数据以及当前的监控画面。In the above steps, the preset camera can be understood as a camera used to monitor the driving status of vehicles on the target road section. Camera. Among them, the target road section is the road section with traffic incidents reported by the user or the accident road section determined by the staff of the fire protection platform viewing the surveillance video; the preset cameras in this application are all cameras set on the target road section, and the user is the target road section driver or accident party. In addition, the preset cameras are turned on 24/7 to ensure the continuity of monitoring. When there is a traffic incident on the target road section, the traffic management platform calls the monitoring data stored by the camera on the road section within the preset time period and the current monitoring picture.
S102、基于监控数据,确定目标路段的交通事件类型,交通事件类型包括堵车、车祸以及车辆损坏。S102. Based on the monitoring data, determine the type of traffic event on the target road section, where the type of traffic event includes traffic jam, traffic accident, and vehicle damage.
在上述步骤中,在交通平台获取到预设摄像头的监控数据后,交通平台对监控数据进行图像处理,得到目标路段的路况信息。其中,路况信息包括但不限于车流量、车况、平均车速、车辆密度、道宽以及红绿灯数量。然后根据预设第一规则,将目标路段拆分为多个子路段;其中,预设第一规则可以理解为将目标路段划分为多个子路段的节点标准,例如,当目标路段中包括路口、人行道以及红绿灯时,则节点标准可以为路口、人行道以及红绿灯中至少一个;当然,由于每台道路的路况信息不同,则节点标准不限于路口、人行道以及红绿灯,还可以包括学校出口与居民区出口等,预设第一规则的设置根据实际情况而定。此时,若目标路段中包括3个路口、2个红绿灯以及1条人行道,并且2个路口与红绿灯重合,则目标路段被分为5个子路段。然后交通平台通过监控数据得到多个子路段各自对应的子路况信息;其中,子路况信息与目标路段的路况信息为相同类型的信息。当多个子路段信息中的第一子路况信息与目标路段的路况信息相似度值大于预设相似度阈值时,则可以确定第一子路况信息对应的子路段存在导致交通事件的主要原因。其中,相似度的计算方式可采用协方差图像比较算法、峰值信噪比图像比较法以及结构相似性指数中任意一种,本申请不做限定。需要进行解释的是,在进行图像比较时,可采用上述相似度计算公式,若需要比较文本相似度则需要采用余弦相似度或汉明距离相似度中任意一种,本申请不做限定。本申请相似度计算方法根据计算机算力所决定;当计算机算力较高时,则选择图像相似度算法;当计算机算力较低时,则选择文本相似度计算。相似度算法选择根据实际情况而定。In the above steps, after the transportation platform obtains the monitoring data of the preset camera, the transportation platform performs image processing on the monitoring data to obtain the road condition information of the target road section. Wherein, the road condition information includes but not limited to traffic volume, vehicle condition, average vehicle speed, vehicle density, road width and number of traffic lights. Then according to the preset first rule, the target road section is split into multiple sub-sections; wherein, the preset first rule can be understood as the node standard for dividing the target road section into multiple sub-sections, for example, when the target road section includes intersections, sidewalks and traffic lights, the node standard can be at least one of intersections, sidewalks, and traffic lights; of course, because the road condition information of each road is different, the node standards are not limited to intersections, sidewalks, and traffic lights, and can also include school exits and residential area exits, etc. , the setting of the preset first rule depends on the actual situation. At this time, if the target road segment includes 3 intersections, 2 traffic lights and 1 sidewalk, and 2 intersections and traffic lights coincide, the target road segment is divided into 5 sub-road segments. Then, the traffic platform obtains the sub-road condition information corresponding to each of the sub-road sections through the monitoring data; wherein, the sub-road condition information and the road condition information of the target road section are the same type of information. When the similarity value between the first sub-road condition information of the multiple sub-road condition information and the road condition information of the target road section is greater than a preset similarity threshold, it can be determined that the sub-road condition corresponding to the first sub-road condition information has a main cause of the traffic accident. Wherein, the calculation method of the similarity may adopt any one of the covariance image comparison algorithm, the peak signal-to-noise ratio image comparison method, and the structural similarity index, which is not limited in this application. What needs to be explained is that the above similarity calculation formula can be used when comparing images. If text similarity needs to be compared, either cosine similarity or Hamming distance similarity should be used, which is not limited in this application. The similarity calculation method of this application is determined according to the computing power of the computer; when the computing power of the computer is high, the image similarity algorithm is selected; when the computing power of the computer is low, the text similarity calculation is selected. The selection of the similarity algorithm depends on the actual situation.
当确定第一路况信息对应的子路段为事故路段后,交通平台将第一子路况信息与预设事故分类表进行匹配,从而得到目标路段的交通事件类型;其中,交通事件类型包括但不限于堵车、车祸、车辆损坏以及道路维修。预设事故分类表中包括路况信息与交通事件类型的对应关系;其中,一个交通事件类型对应多个路况信息,例如,多个路况信息中包括车流量降低,车速降低、车辆密度增加以及车辆出现撞毁,则确交通事件类型为目标路段出现车祸。After determining that the sub-section corresponding to the first road condition information is an accident section, the traffic platform will match the first sub-road condition information with the preset accident classification table to obtain the traffic event type of the target road section; wherein, the traffic event type includes but is not limited to Traffic jams, crashes, vehicle damage, and road repairs. The preset accident classification table includes the corresponding relationship between road condition information and traffic event types; wherein, one traffic event type corresponds to multiple road condition information, for example, multiple traffic condition information includes traffic flow reduction, vehicle speed reduction, vehicle density increase and vehicle appearance crash, then it is determined that the traffic event type is a car accident on the target road section.
S103、将交通事件类型与预设策略表进行匹配,得到交通事件类型对应的处理策略。S103. Match the traffic event type with the preset policy table to obtain a processing policy corresponding to the traffic event type.
在上述步骤中,在确定目标路段的交通事件类型后,交通平台将交通事件类型划分为多个待处理事件,其中,待处理事件包括但不限于事件登记、交通梳理、车辆维修、保险事宜以及伤亡人员救治。然后获取每个待处理事件的现场实际情况,根据每个待处理事件的现场情况,从预设策略表中匹配出多个待处理事件各对应的预处理策略。In the above steps, after determining the traffic event type of the target section, the traffic platform divides the traffic event type into multiple pending events, wherein the pending events include but not limited to event registration, traffic sorting, vehicle maintenance, insurance matters and Rescue the casualties. Then the on-site actual situation of each event to be processed is obtained, and the pre-processing strategies corresponding to the plurality of events to be processed are matched from the preset policy table according to the on-site situation of each event to be processed.
举例来说,若发生严重车祸并且存在人员伤亡时,交通平台将该事件划分为多个待处理事件,包括交通梳理、车辆维修、保险事宜以及伤亡人员救治。然后获取每个待处理事件的现场实际情况,例如现场有3名受伤人员、3辆车受损严重等。根据每个待处理事件的现场情况,从预设策略表中匹配出多个待处理事件各对应的预处理策略,对于交通梳理,预处理策略为拨打交警电话派遣交通警察前往疏通交通;对于伤亡人员救治,预处理策略为拨打急救电话并清理现场以便救援车辆进入;对于车辆维修,预处理策略为将受损车辆拖离现场并安排维修,对于保险事宜,预处理策略为拨打保险公司电话查询受伤人员与受损车辆是否购买相关保险并安排相关赔付。For example, if a serious car accident occurs and there are casualties, the transportation platform divides the event into multiple pending events, including traffic sorting, vehicle maintenance, insurance matters, and the treatment of casualties. Then obtain the actual scene situation of each event to be processed, for example, there are 3 injured people at the scene, 3 vehicles are severely damaged, and so on. According to the on-site situation of each event to be processed, the pre-processing strategies corresponding to multiple events to be processed are matched from the preset strategy table. For traffic sorting, the pre-processing strategy is to call the traffic police and dispatch traffic police to clear the traffic; for casualties For personnel rescue, the pretreatment strategy is to call an emergency number and clear the scene so that rescue vehicles can enter; for vehicle maintenance, the pretreatment strategy is to tow the damaged vehicle away from the scene and arrange maintenance; for insurance matters, the pretreatment strategy is to call the insurance company for inquiries Whether the injured person and the damaged vehicle have purchased relevant insurance and arranged relevant compensation.
在确定多个待处理策略的预处理策略后,获取多个待处理事件的事件处理时间,事件处理时间包括准备时间、通勤时间以及处理时间。其中,准备时间可以理解为待处理事件的相关人员在出发前的准备时间,通勤时间可以理解为待处理事件的相关人员在出发后到达事故现场的时间,处理时间可以理解待处理事件的相关人员到达事故现场后处理待处理事件的时间。其中,每个待处理时间包括多个时间段,每个时间段对于一个开始时间节点与一个结束时间节点。例如,准备时间、通勤时间以及处理时间各自对应一个时间段。最后,按照时间顺序,将多个待处理事件各自对应的多个时间节点进行连接,生成事件处理链,事件处理链即为交通事件的处理策略;此时事件处理链可以帮助交警了解交通事件的整个处理周期,以便于对预测的做出处理策略做出一些调整,从而提高整个执勤的效率。After determining the preprocessing policies of the multiple pending policies, the event processing time of the multiple pending events is acquired, where the event processing time includes preparation time, commuting time and processing time. Among them, the preparation time can be understood as the preparation time of the relevant personnel of the event to be processed before departure, the commuting time can be understood as the time when the relevant personnel of the event to be processed arrive at the accident scene after departure, and the processing time can be understood as the relevant personnel of the event to be processed The time to process pending incidents after arriving at the incident scene. Wherein, each to-be-processed time includes multiple time periods, and each time period corresponds to a start time node and an end time node. For example, prep time, commute time, and processing time each correspond to a time period. Finally, in chronological order, multiple time nodes corresponding to multiple events to be processed are connected to generate an event processing chain, which is the processing strategy of traffic events; at this time, the event processing chain can help traffic police understand the nature of traffic events The entire processing cycle, in order to make some adjustments to the prediction processing strategy, so as to improve the efficiency of the entire duty.
举例来说,如图2所示,当多个待处理事件为交通梳理与伤亡人员救治。则交通梳理对应包括a、b、c以及d这4个时间节点,其中a与b之间为交警准备出警的时间,b与c之间为交警前往目标路段的通勤时间,c至d之间为交警梳理交通的时间;伤亡人员救治包括A、B、C以及D这4个时间节点,其中A与B之间为医院安排救护人员的时间段,B与C之间为救护车前往目标路段的通勤时间,C与D之间为救护车救治伤亡人员的时间。将多个待处理事件以及各自对应的多个时间节点按照时间顺序排列在时间轴上。为了便于查看多个待处理事件的事件顺序,将每个时间段对应的时间以表格形式进行展现。For example, as shown in FIG. 2 , when multiple events to be processed are traffic sorting and casualty rescue. The traffic sorting corresponds to the four time nodes a, b, c, and d, where the time between a and b is the time when the traffic police prepare to dispatch the police, the time between b and c is the commuting time for the traffic police to the target road section, and the time between c and d is Sort out the traffic time for the traffic police; the treatment of casualties includes four time nodes: A, B, C, and D, among which the time period between A and B is the time period for the hospital to arrange ambulance personnel, and the time period between B and C is for the ambulance to go to the target road section The commuting time between C and D is the time for the ambulance to treat the casualties. Arranging multiple pending events and corresponding multiple time nodes on the time axis in chronological order. In order to facilitate viewing of the event sequence of multiple events to be processed, the time corresponding to each time period is displayed in a tabular form.
S104、将交通事件类型与处理策略发送至执勤人员的用户设备。S104. Sending the traffic event type and handling strategy to the user equipment of the on-duty personnel.
在上述步骤中,由于在目标路段附近可能存在多个执勤人员,为了便于警方合理的安排警力以及提高执勤的效率。通过各个执勤人员的执勤记录,获取多个执勤人员的执勤信息;其中,执勤信息包括位置信息与执勤状态,执勤状态可以理解为执勤人员当前是否在执勤以及执勤结束时间。消防平台根据多个执勤人员各自的执勤信息,将多个执勤人员进行优先级排序;在优先级排序过程中,交通平台根据位置信息确定执勤人员到达目标路段的通勤时间,再根据执勤状态确定执勤人员当前还需要执勤的时间。最后根据通勤时间与当前还需要执勤的时间确定执勤人员的执勤总时间,基于执勤总时间对多个执勤人员进行优先级排序。此时,将交通事件类型与处理策略发送给优先级最高的执勤人员。若优先级最高的执勤人员存在突发情况,例如,在前往执勤路上遭遇暴雨导致堵车无法按时前往执勤地点、或者执勤人员需要支援紧急事件而无法前往执勤地点,则按照优先级排序结果,逐一发送交通事件类型与处理策略,直至任意一个执勤人员完成本次交通事件的执勤。In the above steps, since there may be a plurality of on-duty personnel near the target road section, in order to facilitate the police to reasonably arrange the police force and improve the efficiency of on-duty. The on-duty information of multiple on-duty personnel can be obtained through the on-duty records of each on-duty personnel; among them, the on-duty information includes location information and on-duty status, and the on-duty status can be understood as whether the on-duty personnel are currently on duty and the end time of on-duty. The fire protection platform prioritizes multiple on-duty personnel according to their respective duty information; in the process of prioritization, the traffic platform determines the commuting time for the on-duty personnel to reach the target road section according to the location information, and then determines the duty status according to the duty status The time the personnel still needs to be on duty. Finally, the total on-duty time of the on-duty personnel is determined according to the commuting time and the time that is currently required to be on duty, and the priority is sorted for multiple on-duty personnel based on the total time on duty. At this point, the traffic event type and handling strategy are sent to the duty officer with the highest priority. If the duty personnel with the highest priority has an emergency situation, for example, due to heavy rain on the way to duty, traffic jams cannot go to the duty location on time, or the duty personnel need to support an emergency and cannot go to the duty location, the results will be sorted according to the priority and sent one by one Types of traffic incidents and handling strategies, until any duty officer completes the duty of this traffic incident.
本申请还提供一种融合监控数据的交通事件处理系统,该系统为交通平台,如图3所示,交通平台包括获取模块1、处理模块2以及发送模块3,其中:The present application also provides a traffic event processing system that integrates monitoring data. The system is a traffic platform. As shown in FIG. 3 , the traffic platform includes an acquisition module 1, a processing module 2, and a sending module 3, wherein:
获取模块1,用于获取预设摄像头的监控数据;Obtaining module 1, configured to obtain monitoring data of a preset camera;
处理模块2,用于基于监控数据,确定目标路段的交通事件类型,交通事件类型包括堵车、车祸以及车辆损坏;将交通事件类型与预设策略表进行匹配,得到交通事件类型对应的处理策略;The processing module 2 is used to determine the traffic event type of the target road section based on the monitoring data. The traffic event type includes traffic jam, traffic accident and vehicle damage; the traffic event type is matched with the preset strategy table to obtain the corresponding processing strategy of the traffic event type;
发送模块3,用于将交通事件类型与处理策略发送至执勤人员的用户设备。The sending module 3 is configured to send the traffic event type and processing strategy to the user equipment of the on-duty personnel.
在一种可能实施方式中,所述基于所述监控数据,确定目标路段的交通事件类型,还包括:获取模块1用于对所述监控数据进行处理,得到所述目标路段的路况信息,所述路况信息包括车流量、车况、平均车速以及车辆密度;处理模块2用于根据预设第一规则,将所述目标路段拆分为多个子路段,所述预设第一规则为路口、人行道以及红绿灯;获取模块1用于获取多个所述子路段各自对应的子路况信息;处理模块2用于若第一子路况信息与所述路况信息相似度值大于预设相似度阈值,则确定所述第一子路况信息对应的子路段为事故路段,所述第一子路况信息为多个所述子路况信息中任意一个。In a possible implementation manner, the determining the traffic event type of the target road section based on the monitoring data further includes: the obtaining module 1 is configured to process the monitoring data to obtain the road condition information of the target road section, so The road condition information includes traffic volume, vehicle condition, average vehicle speed and vehicle density; the processing module 2 is used to split the target road section into a plurality of sub-road sections according to a preset first rule, and the preset first rule is intersection, sidewalk and traffic lights; the obtaining module 1 is used to obtain the respective sub-road condition information corresponding to a plurality of the sub-sections; the processing module 2 is used to determine if the similarity value between the first sub-road condition information and the road condition information is greater than a preset similarity threshold The sub-road section corresponding to the first sub-road condition information is an accident section, and the first sub-road condition information is any one of the plurality of sub-road condition information.
在一种可能实施方式中,处理模块2用于将所述第一子路况信息与预设事故分类表进行匹配,得到所述交通事件类型,所述预设事故分类表包括路况信息与交通事件类型的对应关系。In a possible implementation manner, the processing module 2 is configured to match the first sub-road condition information with a preset accident classification table to obtain the traffic event type, and the preset accident classification table includes road condition information and a traffic event classification table. type of correspondence.
在一种可能实施方式中,处理模块2用于将所述交通事件类型划分为多个待处理事件,多个所述待处理事件包括交通梳理、车辆维修、保险事宜以及伤亡人员救治;将多个所述处理事件与预设策略表进行匹配,得到多个所述处理事件各自对应的预处理策略;按照预设第二规则,将多个所述预处理策略连接为事件处理链,生成处理策略。In a possible implementation, the processing module 2 is used to divide the type of traffic event into a plurality of events to be processed, and the plurality of events to be processed include traffic sorting, vehicle maintenance, insurance matters, and rescue of casualties; Each of the processing events is matched with a preset policy table to obtain a plurality of pre-processing strategies corresponding to each of the processing events; according to the preset second rule, a plurality of the pre-processing strategies are connected into an event processing chain to generate a processing Strategy.
在一种可能实施方式中,获取模块1用于获取多个所述待处理事件的事件处理时间,所述事件处理时间包括准备时间、通勤时间以及处理时间;处理模块2用于根据所述事件处理时间,确定多个所述待处理事件各自对应的处理时间段,所述处理时间段包括开始时间点与结束时间点;按照时间顺序,将多个所述待处理事件各自对应的开始时间点与结束时间点进行连接,生成所述事件处理链。In a possible implementation, the obtaining module 1 is used to obtain the event processing time of multiple events to be processed, and the event processing time includes preparation time, commuting time and processing time; the processing module 2 is used to Processing time, determining the processing time period corresponding to each of the multiple events to be processed, the processing time period includes a start time point and an end time point; Connect with the end time point to generate the event processing chain.
在一种可能实施方式中,获取模块1用于获取多个所述执勤人员的执勤信息,所述执勤信息包括位置信息与执勤状态;处理模块2用于根据所述执勤信息,将多个所述执勤人员进行优先级排序;若第一执勤人员优先级大于第二执勤人员,则发送模块3向所述第一执勤人员发送所述处理策略,所述第一执勤人员为多个所述执勤人员中任意一个,所述第二执勤人员为多个执勤人员中任意一个。In a possible implementation manner, the acquiring module 1 is used to acquire the duty information of a plurality of on-duty personnel, and the on-duty information includes location information and on-duty status; The personnel on duty are prioritized; if the priority of the first personnel on duty is higher than that of the second personnel on duty, the sending module 3 sends the processing strategy to the first personnel on duty, and the first personnel on duty is a plurality of the personnel on duty any one of the personnel on duty, and the second on-duty personnel is any one of multiple on-duty personnel.
在一种可能实施方式中,所述向所述第一执勤人员发送所述交通事件类型与所述处理策略,还包括:若所述第一执勤人员在预设时间段内未到达所述目标路段,则发送模块3向所述第二执勤人员发送所述交通事件类型与所述处理策略。In a possible implementation manner, the sending the traffic event type and the processing strategy to the first on-duty personnel further includes: if the first on-duty personnel does not reach the target within a preset time period, road section, the sending module 3 sends the traffic event type and the processing strategy to the second on-duty personnel.
需要说明的是:上述实施例提供的装置在实现其功能时,仅以上述各功能模块的划分进行举例说明,实际应用中,可以根据需要而将上述功能分配由不同的功能模块完成,即将设备的内部结构划分成不同的功能模块,以完成以上描述的全部或者部分功能。另外,上述实施例提供的装置和方法实施例属于同一构思,其具体实现过程详见方法实施例,这里不再赘述。It should be noted that when the device provided by the above-mentioned embodiments realizes its functions, it only uses the division of the above-mentioned functional modules as an example. In practical applications, the above-mentioned function distribution can be completed by different functional modules according to needs. The internal structure of the system is divided into different functional modules to complete all or part of the functions described above. In addition, the device and method embodiments provided in the above embodiments belong to the same idea, and the specific implementation process thereof is detailed in the method embodiments, which will not be repeated here.
本申请还提供一种电子设备。参照图4,图4是本申请实施例的公开的一种电子设备的结构示意图。该电子设备400可以包括:至少一个处理器401,至少一个网络接口404,用户接口403,存储器405,至少一个通信总线402。The present application also provides an electronic device. Referring to FIG. 4 , FIG. 4 is a schematic structural diagram of an electronic device disclosed in an embodiment of the present application. The electronic device 400 may include: at least one processor 401 , at least one network interface 404 , a user interface 403 , a memory 405 , and at least one communication bus 402 .
其中,通信总线402用于实现这些组件之间的连接通信。Wherein, the communication bus 402 is used to realize connection and communication between these components.
其中,用户接口403可以包括显示屏(Display)、摄像头(Camera),可选用户接口403还可以包括标准的有线接口、无线接口。Wherein, the user interface 403 may include a display screen (Display) and a camera (Camera), and the optional user interface 403 may also include a standard wired interface and a wireless interface.
其中,网络接口404可选的可以包括标准的有线接口、无线接口(如WI-FI接口)。Wherein, the network interface 404 may optionally include a standard wired interface and a wireless interface (such as a WI-FI interface).
其中,处理器401可以包括一个或者多个处理核心。处理器401利用各种接口和线路连接整个服务器内的各个部分,通过运行或执行存储在存储器405内的指令、程序、代码集或指令集,以及调用存储在存储器405内的数据,执行服务器的各种功能和处理数据。可选的,处理器401可以采用数字信号处理(Digital Signal Processing,DSP)、现场可编程门阵列(Field-Programmable Gate Array,FPGA)、可编程逻辑阵列(Programmable LogicArray,PLA)中的至少一种硬件形式来实现。处理器401可集成中央处理器(CentralProcessing Unit,CPU)、图像处理器(Graphics Processing Unit,GPU)和调制解调器等中的一种或几种的组合。其中,CPU主要处理操作系统、用户界面和应用程序等;GPU用于负责显示屏所需要显示的内容的渲染和绘制;调制解调器用于处理无线通信。可以理解的是,上述调制解调器也可以不集成到处理器401中,单独通过一块芯片进行实现。Wherein, the processor 401 may include one or more processing cores. The processor 401 uses various interfaces and lines to connect various parts in the entire server, and executes the server by running or executing instructions, programs, code sets or instruction sets stored in the memory 405, and calling data stored in the memory 405. Various functions and processing data. Optionally, the processor 401 may use at least one of Digital Signal Processing (Digital Signal Processing, DSP), Field-Programmable Gate Array (Field-Programmable Gate Array, FPGA), and Programmable Logic Array (Programmable LogicArray, PLA). implemented in the form of hardware. The processor 401 may integrate one or a combination of a central processing unit (Central Processing Unit, CPU), an image processor (Graphics Processing Unit, GPU), a modem, and the like. Among them, the CPU mainly handles the operating system, user interface and application programs, etc.; the GPU is used to render and draw the content that needs to be displayed on the display screen; the modem is used to handle wireless communication. It can be understood that the foregoing modem may also not be integrated into the processor 401, but may be implemented by a single chip.
其中,存储器405可以包括随机存储器(Random Access Memory,RAM),也可以包括只读存储器(Read-Only Memory)。可选的,该存储器405包括非瞬时性计算机可读介质(non-transitory computer-readable storage medium)。存储器405可用于存储指令、程序、代码、代码集或指令集。存储器405可包括存储程序区和存储数据区,其中,存储程序区可存储用于实现操作系统的指令、用于至少一个功能的指令(比如触控功能、声音播放功能、图像播放功能等)、用于实现上述各个方法实施例的指令等;存储数据区可存储上面各个方法实施例中涉及的数据等。存储器405可选的还可以是至少一个位于远离前述处理器401的存储装置。参照图4,作为一种计算机存储介质的存储器405中可以包括操作系统、网络通信模块、用户接口模块以及一种融合监控数据的交通事件处理方法的应用程序。Wherein, the memory 405 may include a random access memory (Random Access Memory, RAM), and may also include a read-only memory (Read-Only Memory). Optionally, the storage 405 includes a non-transitory computer-readable storage medium (non-transitory computer-readable storage medium). Memory 405 may be used to store instructions, programs, codes, sets of codes, or sets of instructions. The memory 405 may include a program storage area and a data storage area, wherein the program storage area may store instructions for implementing an operating system, instructions for at least one function (such as a touch function, a sound playback function, an image playback function, etc.), Instructions and the like for implementing the above method embodiments; the storage data area can store the data and the like involved in the above method embodiments. Optionally, the memory 405 may also be at least one storage device located away from the aforementioned processor 401 . Referring to FIG. 4 , the memory 405 as a computer storage medium may include an operating system, a network communication module, a user interface module, and an application program of a traffic event processing method that fuses monitoring data.
在图4所示的电子设备400中,用户接口403主要用于为用户提供输入的接口,获取用户输入的数据;而处理器401可以用于调用存储器405中存储一种融合监控数据的交通事件处理方法的应用程序,当由一个或多个处理器401执行时,使得电子设备400执行如上述实施例中一个或多个所述的方法。需要说明的是,对于前述的各方法实施例,为了简单描述,故将其都表述为一系列的动作组合,但是本领域技术人员应该知悉,本申请并不受所描述的动作顺序的限制,因为依据本申请,某些步骤可以采用其他顺序或者同时进行。其次,本领域技术人员也应该知悉,说明书中所描述的实施例均属于优选实施例,所涉及的动作和模块并不一定是本申请所必需的。In the electronic device 400 shown in FIG. 4 , the user interface 403 is mainly used to provide the user with an input interface to obtain the data input by the user; and the processor 401 can be used to call a traffic event that stores a fusion monitoring data in the memory 405 The application program of the processing method, when executed by one or more processors 401, causes the electronic device 400 to execute the method described in one or more of the above-mentioned embodiments. It should be noted that for the foregoing method embodiments, for the sake of simple description, they are expressed as a series of action combinations, but those skilled in the art should know that the present application is not limited by the described action sequence. Depending on the application, certain steps may be performed in other orders or simultaneously. Secondly, those skilled in the art should also know that the embodiments described in the specification belong to preferred embodiments, and the actions and modules involved are not necessarily required by this application.
在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述的部分,可以参见其他实施例的相关描述。In the foregoing embodiments, the descriptions of each embodiment have their own emphases, and for parts not described in detail in a certain embodiment, reference may be made to relevant descriptions of other embodiments.
在本申请所提供的几种实施方式中,应该理解到,所披露的装置,可通过其他的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些服务接口,装置或单元的间接耦合或通信连接,可以是电性或其他的形式。In the several implementation manners provided in this application, it should be understood that the disclosed device may be implemented in other ways. For example, the device embodiments described above are only illustrative, such as the division of units, which is only a logical function division, and there may be other division methods in actual implementation, for example, multiple units or components can be combined or integrated into Another system, or some features may be ignored, or not implemented. In another point, the mutual coupling or direct coupling or communication connection shown or discussed may be through some service interfaces, and the indirect coupling or communication connection of devices or units may be in electrical or other forms.
作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。A unit described as a separate component may or may not be physically separated, and a component displayed as a unit may or may not be a physical unit, that is, it may be located in one place, or may be distributed to multiple network units. Part or all of the units can be selected according to actual needs to achieve the purpose of the solution of this embodiment.
另外,在本申请各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, each unit may exist separately physically, or two or more units may be integrated into one unit. The above-mentioned integrated units can be implemented in the form of hardware or in the form of software functional units.
集成的单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储器中。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的全部或部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储器中,包括若干指令用以使得一台计算机设备(可为个人计算机、服务器或者网络设备等)执行本申请各个实施例方法的全部或部分步骤。而前述的存储器包括:U盘、移动硬盘、磁碟或者光盘等各种可以存储程序代码的介质。An integrated unit may be stored in a computer-readable memory if implemented in the form of a software function unit and sold or used as an independent product. Based on this understanding, the technical solution of the present application is essentially or part of the contribution to the prior art, or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a memory. Several instructions are included to enable a computer device (which may be a personal computer, server or network device, etc.) to execute all or part of the steps of the methods in the various embodiments of the present application. The aforementioned memory includes various media capable of storing program codes such as U disk, mobile hard disk, magnetic disk or optical disk.
以上所述者,仅为本公开的示例性实施例,不能以此限定本公开的范围。即但凡依本公开教导所作的等效变化与修饰,皆仍属本公开涵盖的范围内。本领域技术人员在考虑说明书及实践真理的公开后,将容易想到本公开的其他实施方案。What is described above is only an exemplary embodiment of the present disclosure, and should not limit the scope of the present disclosure. That is, all equivalent changes and modifications made according to the teachings of the present disclosure still fall within the scope of the present disclosure. Other embodiments of the present disclosure will readily occur to those skilled in the art from consideration of the specification and disclosure of practical truths.
本申请旨在涵盖本公开的任何变型、用途或者适应性变化,这些变型、用途或者适应性变化遵循本公开的一般性原理并包括本公开未记载的本技术领域中的公知常识或惯用技术手段。说明书和实施例仅被视为示例性的,本公开的范围和精神由权利要求限定。This application is intended to cover any modification, use or adaptation of the present disclosure, and these modifications, uses or adaptations follow the general principles of the present disclosure and include common knowledge or conventional technical means in the technical field not described in the present disclosure . The specification and examples are to be considered exemplary only, with the scope and spirit of the present disclosure defined by the claims.
Claims (10)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310705206.3A CN116663934B (en) | 2023-06-14 | 2023-06-14 | Traffic event processing method and system integrating monitoring data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310705206.3A CN116663934B (en) | 2023-06-14 | 2023-06-14 | Traffic event processing method and system integrating monitoring data |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN116663934A true CN116663934A (en) | 2023-08-29 |
| CN116663934B CN116663934B (en) | 2025-02-18 |
Family
ID=87709572
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310705206.3A Active CN116663934B (en) | 2023-06-14 | 2023-06-14 | Traffic event processing method and system integrating monitoring data |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN116663934B (en) |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106651071A (en) * | 2015-10-29 | 2017-05-10 | 国网智能电网研究院 | Emergency processing method used for electric power emergency |
| CN107045788A (en) * | 2017-06-28 | 2017-08-15 | 北京数行健科技有限公司 | Traffic Forecasting Methodology and device |
| CN108682155A (en) * | 2018-07-11 | 2018-10-19 | 贵州大学 | Prevent and eliminate the design method of traffic accident in advance by high moral road conditions early warning |
| CN109615894A (en) * | 2018-12-29 | 2019-04-12 | 南京奥杰智能科技有限公司 | Road section traffic volume road condition detection system for traffic information intelligent management |
| CN110895881A (en) * | 2019-12-17 | 2020-03-20 | 成都通甲优博科技有限责任公司 | Traffic data processing method, device and storage medium |
| CN111523797A (en) * | 2020-04-21 | 2020-08-11 | 深圳中科慧据科技有限公司 | Rail transit early warning event scheduling method and device, computer equipment and storage medium |
| CN112530163A (en) * | 2020-11-23 | 2021-03-19 | 腾讯科技(深圳)有限公司 | Traffic accident prediction method, traffic accident prediction device, electronic device, and storage medium |
| CN113538946A (en) * | 2021-07-09 | 2021-10-22 | 池州学院 | Distribution-based highway emergency early warning system and method |
| CN113593217A (en) * | 2021-06-08 | 2021-11-02 | 北京交通大学 | Traffic police force commanding and dispatching method, equipment and readable storage medium |
| CN116153067A (en) * | 2023-01-10 | 2023-05-23 | 贵州道坦坦科技股份有限公司 | Video round-robin system for traffic event |
-
2023
- 2023-06-14 CN CN202310705206.3A patent/CN116663934B/en active Active
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106651071A (en) * | 2015-10-29 | 2017-05-10 | 国网智能电网研究院 | Emergency processing method used for electric power emergency |
| CN107045788A (en) * | 2017-06-28 | 2017-08-15 | 北京数行健科技有限公司 | Traffic Forecasting Methodology and device |
| CN108682155A (en) * | 2018-07-11 | 2018-10-19 | 贵州大学 | Prevent and eliminate the design method of traffic accident in advance by high moral road conditions early warning |
| CN109615894A (en) * | 2018-12-29 | 2019-04-12 | 南京奥杰智能科技有限公司 | Road section traffic volume road condition detection system for traffic information intelligent management |
| CN110895881A (en) * | 2019-12-17 | 2020-03-20 | 成都通甲优博科技有限责任公司 | Traffic data processing method, device and storage medium |
| CN111523797A (en) * | 2020-04-21 | 2020-08-11 | 深圳中科慧据科技有限公司 | Rail transit early warning event scheduling method and device, computer equipment and storage medium |
| CN112530163A (en) * | 2020-11-23 | 2021-03-19 | 腾讯科技(深圳)有限公司 | Traffic accident prediction method, traffic accident prediction device, electronic device, and storage medium |
| CN113593217A (en) * | 2021-06-08 | 2021-11-02 | 北京交通大学 | Traffic police force commanding and dispatching method, equipment and readable storage medium |
| CN113538946A (en) * | 2021-07-09 | 2021-10-22 | 池州学院 | Distribution-based highway emergency early warning system and method |
| CN116153067A (en) * | 2023-01-10 | 2023-05-23 | 贵州道坦坦科技股份有限公司 | Video round-robin system for traffic event |
Also Published As
| Publication number | Publication date |
|---|---|
| CN116663934B (en) | 2025-02-18 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110378824B (en) | A kind of public security traffic control data brain and construction method | |
| US12069546B2 (en) | Event-based responder dispatch | |
| Silva et al. | Ethical implications of social internet of vehicles systems | |
| US12262296B2 (en) | Communication between responders based on metadata tagging | |
| CN108074642A (en) | Emergency medical service method and system, computer installation and readable storage medium storing program for executing | |
| WO2020034135A1 (en) | Traffic monitoring and alerting method and apparatus, terminal device, and storage medium | |
| CN109391668B (en) | Traffic information pushing method and device, server and storage medium | |
| CN105513361A (en) | Traffic warning method and system based on Internet | |
| CN110363426A (en) | A cloud platform remote law enforcement method, device, server and storage medium | |
| WO2021184570A1 (en) | Method and apparatus for identifying driving behaviors of electric bicycle, and computer device | |
| CN111260215A (en) | Risk early warning method and related device | |
| CN116486472A (en) | Group behavior identification method and system for monitoring video | |
| CN107454275B (en) | A kind of processing method and its system of warning message | |
| CN116663934A (en) | A method and system for processing traffic incidents by fusing monitoring data | |
| Hooda et al. | An image processing approach to intelligent traffic management system | |
| KR20200086423A (en) | Method for giving information using mobile device and airtificial intellignece image classfier and system therefor | |
| KR20210027326A (en) | Method for giving information using mobile device and airtificial intellignece image classfier and system therefor | |
| CN117236469A (en) | Reservation of access methods, devices, electronic equipment and computer program products | |
| CN106340183A (en) | Intelligent traffic communication system based on GNSS | |
| CN107464036A (en) | A kind of method and its system for sending resource | |
| CN118656430B (en) | A smart city monitoring information management method and system based on blockchain | |
| WO2017052498A1 (en) | Event-based responder dispatch | |
| CN117612377A (en) | Traffic big data management method, device, electronic equipment, chip and storage medium | |
| WO2023166675A1 (en) | Monitoring device, monitoring system, monitoring method and recording medium | |
| WO2020132104A1 (en) | Systems and methods for crowdsourced incident data distribution |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |