WO2018010121A1 - Self-balancing vehicle patrol and law enforcement method and apparatus - Google Patents

Self-balancing vehicle patrol and law enforcement method and apparatus Download PDF

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Publication number
WO2018010121A1
WO2018010121A1 PCT/CN2016/089902 CN2016089902W WO2018010121A1 WO 2018010121 A1 WO2018010121 A1 WO 2018010121A1 CN 2016089902 W CN2016089902 W CN 2016089902W WO 2018010121 A1 WO2018010121 A1 WO 2018010121A1
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vehicle
information
law enforcement
license plate
plate number
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PCT/CN2016/089902
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French (fr)
Chinese (zh)
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尚艳燕
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尚艳燕
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Priority to PCT/CN2016/089902 priority Critical patent/WO2018010121A1/en
Publication of WO2018010121A1 publication Critical patent/WO2018010121A1/en

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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/017Detecting movement of traffic to be counted or controlled identifying vehicles

Definitions

  • the present invention relates to the field of balance vehicle control, and more particularly to a method and apparatus for balancing vehicle cruise enforcement.
  • the technical problem to be solved by the present invention is to provide a balanced car cruise law enforcement method and apparatus for improving the effect of the governance violation.
  • a method for law enforcement of a balance vehicle cruise includes the following:
  • methods for finding a violating vehicle in a stationary state include:
  • the technical solution does not need to identify who a specific person is, as long as it is determined that there is someone in the car, the technical solution is relatively Simple, it can improve the accuracy of judgment in a low-cost way.
  • methods for finding a violating vehicle in a stationary state include:
  • the method of printing the ticket and issuing the penalty information to the corresponding owner includes:
  • the cloud server queries the registered owner according to the license plate number
  • the method of entering the law enforcement state according to the location information and time includes:
  • the method for finding a violating vehicle in a stationary state includes:
  • the object feature includes trait information, height information, and width information
  • the bypass route is planned according to the width information; or the trait information is flexible, and the height exceeds the second threshold, and the bypass route is planned according to the width information; the second threshold is greater than the first threshold ;
  • the balance car is controlled to climb from the top of the front object.
  • the method for finding a violating vehicle in a stationary state includes:
  • the license plate number exists, it is judged that the current object is a vehicle, and then the image of the main driving position is acquired for face recognition processing; if the main cab is not found, it is determined to be a violation of the vehicle.
  • the method for determining the motion state of the front object includes:
  • a balance vehicle cruise enforcement apparatus including:
  • a device for printing a ticket and sending a penalty message to the corresponding owner A device for printing a ticket and sending a penalty message to the corresponding owner.
  • the technical effect of the present invention is that the present invention performs road violation enforcement by balancing the vehicle.
  • the balance car is low in cost and small in size and can be used on a large scale.
  • the balance car of the invention can realize the automatic driving in the unmanned state by using the no-load balancing technology created by the inventor, and can perform the patrol law enforcement by the remote positioning control, and the road section that is not allowed to be suspended is allowed to be in the period of not allowing the violation. Achieve large-scale, high-density exclusion, significantly reduce the driver's luck, significantly reduce the phenomenon of violations.
  • FIG. 1 is a schematic view of a cruise car cruise enforcement method of the present invention
  • FIG. 2 is a schematic view of a safety control device for a balance car of the present invention.
  • Mobile smart terminals such as smartphones, tablets, wearables or smart glasses
  • computers AI (artificial intelligence), robots, VR (virtual reality), AR (augmented reality), smart home devices or smart
  • the industrial control device or the like may each perform a predetermined process such as numerical calculation and/or logic calculation by executing a predetermined program or instruction, which may include a processor and a memory, and the processor executes a pre-stored survival instruction in the memory to perform predetermined processing.
  • the process is either performed by a hardware such as an ASIC, an FPGA, or a DSP, or a combination of the two.
  • Computer devices include, but are not limited to, servers, personal computers, notebook computers, tablets, smart phones, and the like.
  • the network device includes, but is not limited to, a single network server, a server group composed of multiple network servers, or a cloud computing-based cloud composed of a large number of computers or network servers, wherein the cloud computing is a kind of distributed computing, A super virtual computer consisting of a group of loosely coupled computers.
  • the computer device can be operated separately to implement the present invention, and can also access the network and implement the present invention by interacting with other computer devices in the network.
  • the network in which the computer device is located includes, but is not limited to, the Internet, a wide area network, a metropolitan area network, a local area network, a VPN network, and the like.
  • the user equipment, the network equipment, the network, and the like are merely examples, and other existing or future possible computer equipment or networks, such as those applicable to the present invention, are also included in the scope of the present invention. It is included here by reference.
  • the embodiment discloses a method for law enforcement of a balance vehicle cruise, comprising:
  • Some sections of the city allow parking, some allow parking at certain times, while others do not allow parking at any time.
  • the balance car can enter the law enforcement state autonomously. Then through some column image recognition technology, you can judge the illegal vehicle and record the license plate number to print the ticket. Since each vehicle has registered owner information in the traffic police department, it is possible to send the violation information to the owner via SMS, WeChat, email, etc.
  • methods for finding a violating vehicle in a stationary state include:
  • the technical solution does not need to identify who a specific person is, as long as it is determined that there is a person in the vehicle, the technical solution is relatively simple, and the accuracy of the judgment can be improved in a low-cost manner.
  • methods for finding a violating vehicle in a stationary state include:
  • the method of printing the ticket and sending the penalty information to the corresponding owner includes:
  • the cloud server queries the registered owner according to the license plate number
  • methods for entering the law enforcement status based on location information and time include:
  • the method for finding a violating vehicle in a stationary state includes:
  • the object feature includes trait information, height information, and width information
  • the bypass route is planned according to the width information; or the trait information is flexible, and the height exceeds the second threshold, and the bypass route is planned according to the width information; the second threshold is greater than the first threshold ;
  • the balance car is controlled to climb from the top of the front object.
  • the method for finding a violating vehicle in a stationary state includes:
  • License plate number When the current object is at rest, take a picture of the object in front and identify whether it exists in the picture. License plate number;
  • the license plate number exists, it is judged that the current object is a vehicle, and then the image of the main driving position is acquired for face recognition processing; if the main cab is not found, it is determined to be a violation of the vehicle.
  • the method for determining a motion state of a front object includes:
  • a balance vehicle cruise enforcement apparatus including:
  • Starting device 10 means for entering a law enforcement state according to location information and time;
  • Self-balancing device 20 for starting self-balancing
  • Search device 30 for finding a illegal vehicle in a stationary state
  • Photographing device 40 a license plate number for photographing a violating vehicle
  • Law enforcement device 50 for printing a ticket and sending the penalty information to the corresponding owner.
  • the apparatus of the present invention can be used to implement the balance vehicle cruise enforcement method of the present invention.

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)

Abstract

Provided are a self-balancing vehicle patrol and law enforcement method and apparatus. The self-balancing vehicle patrol and law enforcement method comprises: according to location information and time, entering a law enforcement state; activating self-balancing; searching for a stationary regulation-violating vehicle; photographing the license plate number of the regulation-violating vehicle; printing a citation of violation and sending penalty information to the corresponding vehicle owner.

Description

一种平衡车巡航执法方法和装置Balance car cruise law enforcement method and device 【技术领域】[Technical Field]
本发明涉及平衡车控制领域,更具体的说,涉及一种平衡车巡航执法方法和装置。The present invention relates to the field of balance vehicle control, and more particularly to a method and apparatus for balancing vehicle cruise enforcement.
【背景技术】【Background technique】
各种路面违停是造成交通拥堵的重要原因,但由于城市道路繁多,不可能每个路段都派遣交警过去24小时执法,因此,现有的警力安排,只能做到小规模随机抽查,执法力度较弱,大部分司机仍然存在侥幸心理,治理违停的效果不明显。Various road surface violations are an important cause of traffic congestion. However, due to the large number of urban roads, it is impossible to dispatch traffic police in each section to enforce law in the past 24 hours. Therefore, the existing police force arrangements can only be carried out on a small random random inspection. The intensity is weak, most drivers still have luck, and the effect of governance violation is not obvious.
【发明内容】[Summary of the Invention]
本发明所要解决的技术问题是提供一种提高治理违停效果的平衡车巡航执法方法和装置。The technical problem to be solved by the present invention is to provide a balanced car cruise law enforcement method and apparatus for improving the effect of the governance violation.
本发明的目的是通过以下技术方案来实现的:The object of the present invention is achieved by the following technical solutions:
根据本发明的一个方面,本发明公开一种平衡车巡航执法方法,包括:According to an aspect of the present invention, a method for law enforcement of a balance vehicle cruise includes the following:
根据位置信息和时间进入执法状态;启动自平衡;Enter the law enforcement status according to the location information and time; initiate self-balancing;
寻找处于静止状态的违章车辆;Looking for illegal vehicles that are at rest;
拍摄违章车辆的车牌号码;Shooting the license plate number of the illegal vehicle;
打印罚单并将处罚信息发给对应的车主。Print the ticket and send the penalty information to the corresponding owner.
进一步的,寻找处于静止状态的违章车辆的方法包括:Further, methods for finding a violating vehicle in a stationary state include:
获取主驾驶位的图像;Obtain an image of the main driver's seat;
进行人脸识别处理;Perform face recognition processing;
如果未发现主驾驶室有人,则判断为违章车辆。If no person is found in the main cab, it is judged to be a violation of the vehicle.
通过人脸识别技术,可以提高判断的准确性,避免大规模误罚。另外,本技术方案不需要识别出具体的人是谁,只要确定车内有人即可,技术方案相对 简单,能用低成本的方式提高判断的准确性。Through face recognition technology, the accuracy of judgment can be improved and large-scale false penalties can be avoided. In addition, the technical solution does not need to identify who a specific person is, as long as it is determined that there is someone in the car, the technical solution is relatively Simple, it can improve the accuracy of judgment in a low-cost way.
进一步的,寻找处于静止状态的违章车辆的方法包括:Further, methods for finding a violating vehicle in a stationary state include:
获取车辆的热力图;Obtain a heat map of the vehicle;
比较发动机和车厢区域跟其他区域的差异判断是否违章车辆。Compare the difference between the engine and the car area and other areas to determine whether the vehicle is illegal.
人是恒温动物,其热力图的成像是具备显著特性和稳定性的。因此通过热力图来判断,图像处理的计算量可以显著减少,降低实施成本。另外,即便有些拉好车窗,通过常规拍摄手段无法判断的情况,热力图也可以胜任,适用范围更广。People are warm-blooded animals, and their thermal maps are characterized by remarkable characteristics and stability. Therefore, it can be judged by the heat map that the calculation amount of image processing can be significantly reduced, and the implementation cost is reduced. In addition, even if some of the windows are pulled, the heat map can be used in a situation that cannot be judged by conventional shooting means, and the scope of application is wider.
进一步的,打印罚单并将处罚信息发给对应的车主的方法包括:Further, the method of printing the ticket and issuing the penalty information to the corresponding owner includes:
将车牌号码发送到云端服务器;Send the license plate number to the cloud server;
云端服务器根据车牌号码查询登记的车主;The cloud server queries the registered owner according to the license plate number;
通过短信、邮件或微信的方式将处罚信息发送给车主。Send the penalty information to the owner via SMS, email or WeChat.
进一步的,根据位置信息和时间进入执法状态的方法包括:Further, the method of entering the law enforcement state according to the location information and time includes:
进入执法状态以后启动自平衡;Start self-balancing after entering the law enforcement state;
根据预设的路线自动行驶。Drive automatically according to the preset route.
进一步的,所述寻找处于静止状态的违章车辆的方法包括:Further, the method for finding a violating vehicle in a stationary state includes:
判断前方物体运动状态;Judging the motion state of the object in front;
当前方物体处于静止状态时,拍摄前方物体的图片,将图片跟云端存储的车辆图片库进行比对;When the current object is at a standstill, take a picture of the object in front and compare the picture with the image library of the vehicle stored in the cloud;
如果比对结果判断当前物体是为车辆,获取主驾驶位的图像;If the comparison result determines that the current object is a vehicle, an image of the main driving position is obtained;
进行人脸识别处理;Perform face recognition processing;
如果未发现主驾驶室有人,则判断为违章车辆。If no person is found in the main cab, it is judged to be a violation of the vehicle.
进一步的,所述物体特征包括性状信息、高度信息和宽度信息;Further, the object feature includes trait information, height information, and width information;
当性状信息为刚性,且高度超过第一阈值,根据宽度信息规划绕行路线;或者,性状信息为柔性,且高度超过第二阈值,根据宽度信息规划绕行路线;第二阈值大于第一阈值; When the trait information is rigid and the height exceeds the first threshold, the bypass route is planned according to the width information; or the trait information is flexible, and the height exceeds the second threshold, and the bypass route is planned according to the width information; the second threshold is greater than the first threshold ;
当性状信息为柔性,且高度小于或等于第二阈值时,控制平衡车从前方物体顶部翻越。When the trait information is flexible and the height is less than or equal to the second threshold, the balance car is controlled to climb from the top of the front object.
进一步的,所述寻找处于静止状态的违章车辆的方法包括:Further, the method for finding a violating vehicle in a stationary state includes:
判断前方物体运动状态;Judging the motion state of the object in front;
当前方物体处于静止状态时,拍摄前方物体的图片,识别图片中是否存在车牌号码;When the current object is at a standstill, take a picture of the object in front and identify whether there is a license plate number in the picture;
如果存在车牌号码,则判断当前物体是为车辆,然后获取主驾驶位的图像进行人脸识别处理;如果未发现主驾驶室有人,则判断为违章车辆。If the license plate number exists, it is judged that the current object is a vehicle, and then the image of the main driving position is acquired for face recognition processing; if the main cab is not found, it is determined to be a violation of the vehicle.
进一步的,所述判断前方物体运动状态的方法包括:Further, the method for determining the motion state of the front object includes:
在预设的时间间隔拍摄前方物体的图片;Taking a picture of the object in front at a preset time interval;
比较任意两张图片中前方物体的位置,如果位置相同,则判断为静止;反之判断为运动。Compare the position of the front object in any two pictures. If the position is the same, it is judged to be stationary; otherwise, it is judged to be motion.
根据本发明的另一个方面,本发明公开了一种平衡车巡航执法装置,包括:According to another aspect of the present invention, a balance vehicle cruise enforcement apparatus is disclosed, including:
用于根据位置信息和时间进入执法状态的装置;Means for entering a law enforcement state based on location information and time;
用于启动自平衡的装置;Means for initiating self-balancing;
用于寻找处于静止状态的违章车辆的装置;Means for finding illegal vehicles in a stationary state;
用于拍摄违章车辆的车牌号码的装置;Means for photographing the license plate number of a violating vehicle;
用于打印罚单并将处罚信息发给对应的车主的装置。A device for printing a ticket and sending a penalty message to the corresponding owner.
与现有技术相比,本发明的技术效果是:本发明通过平衡车来进行路面违停执法。平衡车成本低廉,体积小,完全可以大规模使用。本发明的平衡车利用发明人创造的空载平衡技术,可以实现无人状态下的自动驾驶,能通过远程定位控制,在不允许违停的时段进入不允许违停的路段进行巡逻执法,可以实现大规模、高密度的排除,大幅降低司机的侥幸心理,显著减少违停现象。Compared with the prior art, the technical effect of the present invention is that the present invention performs road violation enforcement by balancing the vehicle. The balance car is low in cost and small in size and can be used on a large scale. The balance car of the invention can realize the automatic driving in the unmanned state by using the no-load balancing technology created by the inventor, and can perform the patrol law enforcement by the remote positioning control, and the road section that is not allowed to be suspended is allowed to be in the period of not allowing the violation. Achieve large-scale, high-density exclusion, significantly reduce the driver's luck, significantly reduce the phenomenon of violations.
【附图说明】[Description of the Drawings]
图1是本发明平衡车巡航执法方法示意图; 1 is a schematic view of a cruise car cruise enforcement method of the present invention;
图2是本发明平衡车安全控制装置的示意图。2 is a schematic view of a safety control device for a balance car of the present invention.
【具体实施方式】【detailed description】
在更加详细地讨论示例性实施例之前应当提到的是,一些示例性实施例被描述成作为流程图描绘的处理或方法。虽然流程图将各项操作描述成顺序的处理,但是其中的许多操作可以被并行地、并发地或者同时实施。此外,各项操作的顺序可以被重新安排。当其操作完成时所述处理可以被终止,但是还可以具有未包括在附图中的附加步骤。所述处理可以对应于方法、函数、规程、子例程、子程序等等。Before discussing the exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as a process or method depicted as a flowchart. Although the flowcharts describe various operations as a sequential process, many of the operations can be implemented in parallel, concurrently or concurrently. In addition, the order of operations can be rearranged. The process may be terminated when its operation is completed, but may also have additional steps not included in the figures. The processing may correspond to methods, functions, procedures, subroutines, subroutines, and the like.
在上下文中所称移动智能终端(如智能手机、平板电脑、穿戴设备或智能眼镜)、计算机、AI(人工智能)、机器人、VR(虚拟现实)、AR(增强现实)、智能家居设备或智能工业控制设备等等均可以通过运行预定程序或指令来执行数值计算和/或逻辑计算等预定处理过程,其可以包括处理器与存储器,由处理器执行在存储器中预存的存续指令来执行预定处理过程,或是由ASIC、FPGA、DSP等硬件执行预定处理过程,或是由上述二者组合来实现。计算机设备包括但不限于服务器、个人电脑、笔记本电脑、平板电脑、智能手机等。Mobile smart terminals (such as smartphones, tablets, wearables or smart glasses), computers, AI (artificial intelligence), robots, VR (virtual reality), AR (augmented reality), smart home devices or smart The industrial control device or the like may each perform a predetermined process such as numerical calculation and/or logic calculation by executing a predetermined program or instruction, which may include a processor and a memory, and the processor executes a pre-stored survival instruction in the memory to perform predetermined processing. The process is either performed by a hardware such as an ASIC, an FPGA, or a DSP, or a combination of the two. Computer devices include, but are not limited to, servers, personal computers, notebook computers, tablets, smart phones, and the like.
网络设备包括但不限于单个网络服务器、多个网络服务器组成的服务器组或基于云计算(Cloud Computing)的由大量计算机或网络服务器构成的云,其中,云计算是分布式计算的一种,由一群松散耦合的计算机集组成的一个超级虚拟计算机。其中,所述计算机设备可单独运行来实现本发明,也可接入网络并通过与网络中的其他计算机设备的交互操作来实现本发明。其中,所述计算机设备所处的网络包括但不限于互联网、广域网、城域网、局域网、VPN网络等。The network device includes, but is not limited to, a single network server, a server group composed of multiple network servers, or a cloud computing-based cloud composed of a large number of computers or network servers, wherein the cloud computing is a kind of distributed computing, A super virtual computer consisting of a group of loosely coupled computers. Wherein, the computer device can be operated separately to implement the present invention, and can also access the network and implement the present invention by interacting with other computer devices in the network. The network in which the computer device is located includes, but is not limited to, the Internet, a wide area network, a metropolitan area network, a local area network, a VPN network, and the like.
需要说明的是,所述用户设备、网络设备和网络等仅为举例,其他现有的或今后可能出现的计算机设备或网络如可适用于本发明,也应包含在本发明保护范围以内,并以引用方式包含于此。 It should be noted that the user equipment, the network equipment, the network, and the like are merely examples, and other existing or future possible computer equipment or networks, such as those applicable to the present invention, are also included in the scope of the present invention. It is included here by reference.
后面所讨论的方法(其中一些通过流程图示出)可以通过硬件、软件、固件、中间件、微代码、硬件描述语言或者其任意组合来实施。当用软件、固件、中间件或微代码来实施时,用以实施必要任务的程序代码或代码段可以被存储在机器或计算机可读介质(比如存储介质)中。(一个或多个)处理器可以实施必要的任务。The methods discussed below, some of which are illustrated by flowcharts, can be implemented in hardware, software, firmware, middleware, microcode, hardware description languages, or any combination thereof. When implemented in software, firmware, middleware or microcode, the program code or code segments to carry out the necessary tasks can be stored in a machine or computer readable medium, such as a storage medium. The processor(s) can perform the necessary tasks.
这里所公开的具体结构和功能细节仅仅是代表性的,并且是用于描述本发明的示例性实施例的目的。但是本发明可以通过许多替换形式来具体实现,并且不应当被解释成仅仅受限于这里所阐述的实施例。The specific structural and functional details disclosed are merely representative and are for the purpose of describing exemplary embodiments of the invention. The present invention may, however, be embodied in many alternative forms and should not be construed as being limited only to the embodiments set forth herein.
应当理解的是,虽然在这里可能使用了术语“第一”、“第二”等等来描述各个单元,但是这些单元不应当受这些术语限制。使用这些术语仅仅是为了将一个单元与另一个单元进行区分。举例来说,在不背离示例性实施例的范围的情况下,第一单元可以被称为第二单元,并且类似地第二单元可以被称为第一单元。这里所使用的术语“和/或”包括其中一个或更多所列出的相关联项目的任意和所有组合。It should be understood that although the terms "first," "second," etc. may be used herein to describe the various elements, these elements should not be limited by these terms. These terms are used only to distinguish one unit from another. For example, a first unit could be termed a second unit, and similarly a second unit could be termed a first unit, without departing from the scope of the exemplary embodiments. The term "and/or" used herein includes any and all combinations of one or more of the associated listed items.
应当理解的是,当一个单元被称为“连接”或“耦合”到另一单元时,其可以直接连接或耦合到所述另一单元,或者可以存在中间单元。与此相对,当一个单元被称为“直接连接”或“直接耦合”到另一单元时,则不存在中间单元。应当按照类似的方式来解释被用于描述单元之间的关系的其他词语(例如“处于。。。之间”相比于“直接处于。。。之间”,“与。。。邻近”相比于“与。。。直接邻近”等等)。It will be understood that when a unit is referred to as "connected" or "coupled" to another unit, it can be directly connected or coupled to the other unit, or an intermediate unit can be present. In contrast, when a unit is referred to as being "directly connected" or "directly coupled" to another unit, there is no intermediate unit. Other words used to describe the relationship between the elements should be interpreted in a similar manner (eg, "between" and "directly between", "and". Than "and... directly adjacent", etc.).
这里所使用的术语仅仅是为了描述具体实施例而不意图限制示例性实施例。除非上下文明确地另有所指,否则这里所使用的单数形式“一个”、“一项”还意图包括复数。还应当理解的是,这里所使用的术语“包括”和/或“包含”规定所陈述的特征、整数、步骤、操作、单元和/或组件的存在,而不排除存在或添加一个或更多其他特征、整数、步骤、操作、单元、组件和/或其组合。The terminology used herein is for the purpose of describing the particular embodiments, The singular forms "a", "an", It is also to be understood that the terms "comprising" and """ Other features, integers, steps, operations, units, components, and/or combinations thereof.
还应当提到的是,在一些替换实现方式中,所提到的功能/动作可以按照不 同于附图中标示的顺序发生。举例来说,取决于所涉及的功能/动作,相继示出的两幅图实际上可以基本上同时执行或者有时可以按照相反的顺序来执行。It should also be mentioned that in some alternative implementations, the functions/actions mentioned may follow The same sequence as indicated in the drawings occurs. For example, two figures shown in succession may in fact be executed substantially concurrently or sometimes in the reverse order, depending on the function/acts involved.
下面以手机为例,结合附图1、2和较佳的实施例对本发明作进一步说明。The present invention will be further described below with reference to the accompanying drawings 1, 2 and the preferred embodiments.
本实施方式公开一种平衡车巡航执法方法,包括:The embodiment discloses a method for law enforcement of a balance vehicle cruise, comprising:
根据位置信息和时间进入执法状态;Enter law enforcement status based on location information and time;
启动自平衡;Start self-balancing;
寻找处于静止状态的违章车辆;Looking for illegal vehicles that are at rest;
拍摄违章车辆的车牌号码;Shooting the license plate number of the illegal vehicle;
打印罚单并将处罚信息发给对应的车主。Print the ticket and send the penalty information to the corresponding owner.
城市路段有些允许停车,有些在特定时间允许停车,而有些则是任何时段都不允许停车。平衡车只要进行定位,就能判断自己处于哪些路段,该路段此时是否属于不可停车状态。因此,平衡车可以自主进入执法状态。然后通过一些列图像识别技术,就能判断出违章车辆,并记录车牌号码打印罚单。由于每辆车在交警部门都有登记车主信息,因此可以把违章信息通过短信、微信、邮件等发给车主。Some sections of the city allow parking, some allow parking at certain times, while others do not allow parking at any time. As long as the balance car is positioned, it can determine which road sections it is in, and whether the road section is unstoppable at this time. Therefore, the balance car can enter the law enforcement state autonomously. Then through some column image recognition technology, you can judge the illegal vehicle and record the license plate number to print the ticket. Since each vehicle has registered owner information in the traffic police department, it is possible to send the violation information to the owner via SMS, WeChat, email, etc.
可选的,寻找处于静止状态的违章车辆的方法包括:Alternatively, methods for finding a violating vehicle in a stationary state include:
获取主驾驶位的图像;Obtain an image of the main driver's seat;
进行人脸识别处理;Perform face recognition processing;
如果未发现主驾驶室有人,则判断为违章车辆。If no person is found in the main cab, it is judged to be a violation of the vehicle.
通过人脸识别技术,可以提高判断的准确性,避免大规模误罚。另外,本技术方案不需要识别出具体的人是谁,只要确定车内有人即可,技术方案相对简单,能用低成本的方式提高判断的准确性。Through face recognition technology, the accuracy of judgment can be improved and large-scale false penalties can be avoided. In addition, the technical solution does not need to identify who a specific person is, as long as it is determined that there is a person in the vehicle, the technical solution is relatively simple, and the accuracy of the judgment can be improved in a low-cost manner.
可选的,寻找处于静止状态的违章车辆的方法包括:Alternatively, methods for finding a violating vehicle in a stationary state include:
获取车辆的热力图;Obtain a heat map of the vehicle;
比较发动机和车厢区域跟其他区域的差异判断是否违章车辆。Compare the difference between the engine and the car area and other areas to determine whether the vehicle is illegal.
人是恒温动物,其热力图的成像是具备显著特性和稳定性的。因此通过热 力图来判断,图像处理的计算量可以显著减少,降低实施成本。另外,即便有些拉好车窗,通过常规拍摄手段无法判断的情况,热力图也可以胜任,适用范围更广。People are warm-blooded animals, and their thermal maps are characterized by remarkable characteristics and stability. So through the heat Try to judge that the amount of calculation of image processing can be significantly reduced, reducing implementation costs. In addition, even if some of the windows are pulled, the heat map can be used in a situation that cannot be judged by conventional shooting means, and the scope of application is wider.
可选的,打印罚单并将处罚信息发给对应的车主的方法包括:Optionally, the method of printing the ticket and sending the penalty information to the corresponding owner includes:
将车牌号码发送到云端服务器;Send the license plate number to the cloud server;
云端服务器根据车牌号码查询登记的车主;The cloud server queries the registered owner according to the license plate number;
通过短信、邮件或微信的方式将处罚信息发送给车主。Send the penalty information to the owner via SMS, email or WeChat.
可选的,根据位置信息和时间进入执法状态的方法包括:Optionally, methods for entering the law enforcement status based on location information and time include:
进入执法状态以后启动自平衡;Start self-balancing after entering the law enforcement state;
根据预设的路线自动行驶。Drive automatically according to the preset route.
可选的,所述寻找处于静止状态的违章车辆的方法包括:Optionally, the method for finding a violating vehicle in a stationary state includes:
判断前方物体运动状态;Judging the motion state of the object in front;
当前方物体处于静止状态时,拍摄前方物体的图片,将图片跟云端存储的车辆图片库进行比对;When the current object is at a standstill, take a picture of the object in front and compare the picture with the image library of the vehicle stored in the cloud;
如果比对结果判断当前物体是为车辆,获取主驾驶位的图像;If the comparison result determines that the current object is a vehicle, an image of the main driving position is obtained;
进行人脸识别处理;Perform face recognition processing;
如果未发现主驾驶室有人,则判断为违章车辆。If no person is found in the main cab, it is judged to be a violation of the vehicle.
可选的,所述物体特征包括性状信息、高度信息和宽度信息;Optionally, the object feature includes trait information, height information, and width information;
当性状信息为刚性,且高度超过第一阈值,根据宽度信息规划绕行路线;或者,性状信息为柔性,且高度超过第二阈值,根据宽度信息规划绕行路线;第二阈值大于第一阈值;When the trait information is rigid and the height exceeds the first threshold, the bypass route is planned according to the width information; or the trait information is flexible, and the height exceeds the second threshold, and the bypass route is planned according to the width information; the second threshold is greater than the first threshold ;
当性状信息为柔性,且高度小于或等于第二阈值时,控制平衡车从前方物体顶部翻越。When the trait information is flexible and the height is less than or equal to the second threshold, the balance car is controlled to climb from the top of the front object.
可选的,所述寻找处于静止状态的违章车辆的方法包括:Optionally, the method for finding a violating vehicle in a stationary state includes:
判断前方物体运动状态;Judging the motion state of the object in front;
当前方物体处于静止状态时,拍摄前方物体的图片,识别图片中是否存在 车牌号码;When the current object is at rest, take a picture of the object in front and identify whether it exists in the picture. License plate number;
如果存在车牌号码,则判断当前物体是为车辆,然后获取主驾驶位的图像进行人脸识别处理;如果未发现主驾驶室有人,则判断为违章车辆。If the license plate number exists, it is judged that the current object is a vehicle, and then the image of the main driving position is acquired for face recognition processing; if the main cab is not found, it is determined to be a violation of the vehicle.
可选的,所述判断前方物体运动状态的方法包括:Optionally, the method for determining a motion state of a front object includes:
在预设的时间间隔拍摄前方物体的图片;Taking a picture of the object in front at a preset time interval;
比较任意两张图片中前方物体的位置,如果位置相同,则判断为静止;反之判断为运动。Compare the position of the front object in any two pictures. If the position is the same, it is judged to be stationary; otherwise, it is judged to be motion.
根据本发明的另一个方面,本发明公开了一种平衡车巡航执法装置,包括:According to another aspect of the present invention, a balance vehicle cruise enforcement apparatus is disclosed, including:
启动装置10:用于根据位置信息和时间进入执法状态的装置;Starting device 10: means for entering a law enforcement state according to location information and time;
自平衡装置20:用于启动自平衡;Self-balancing device 20: for starting self-balancing;
查找装置30:用于寻找处于静止状态的违章车辆;Search device 30: for finding a illegal vehicle in a stationary state;
拍摄装置40:用于拍摄违章车辆的车牌号码;Photographing device 40: a license plate number for photographing a violating vehicle;
执法装置50:用于打印罚单并将处罚信息发给对应的车主。Law enforcement device 50: for printing a ticket and sending the penalty information to the corresponding owner.
本发明的装置可用于实施本发明所述的平衡车巡航执法方法。The apparatus of the present invention can be used to implement the balance vehicle cruise enforcement method of the present invention.
以上内容是结合具体的优选实施方式对本发明所作的进一步详细说明,不能认定本发明的具体实施只局限于这些说明。对于本发明所属技术领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干简单推演或替换,都应当视为属于本发明的保护范围。 The above is a further detailed description of the present invention in connection with the specific preferred embodiments, and the specific embodiments of the present invention are not limited to the description. It will be apparent to those skilled in the art that the present invention may be made without departing from the spirit and scope of the invention.

Claims (10)

  1. 一种平衡车巡航执法方法,其中,包括:A method for balancing cruise cruising, including:
    根据位置信息和时间进入执法状态;Enter law enforcement status based on location information and time;
    启动自平衡;Start self-balancing;
    寻找处于静止状态的违章车辆;Looking for illegal vehicles that are at rest;
    拍摄违章车辆的车牌号码;Shooting the license plate number of the illegal vehicle;
    打印罚单并将处罚信息发给对应的车主。Print the ticket and send the penalty information to the corresponding owner.
  2. 根据权利要求1所述的平衡车巡航执法方法,其中,寻找处于静止状态的违章车辆的方法包括:The method according to claim 1, wherein the method for finding a violating vehicle in a stationary state comprises:
    获取主驾驶位的图像;Obtain an image of the main driver's seat;
    进行人脸识别处理;Perform face recognition processing;
    如果未发现主驾驶室有人,则判断为违章车辆。If no person is found in the main cab, it is judged to be a violation of the vehicle.
  3. 根据权利要求1所述的平衡车巡航执法方法,其中,寻找处于静止状态的违章车辆的方法包括:The method according to claim 1, wherein the method for finding a violating vehicle in a stationary state comprises:
    获取车辆的热力图;Obtain a heat map of the vehicle;
    比较发动机和车厢区域跟其他区域的差异判断是否违章车辆。Compare the difference between the engine and the car area and other areas to determine whether the vehicle is illegal.
  4. 根据权利要求1所述的平衡车巡航执法方法,其中,打印罚单并将处罚信息发给对应的车主的方法包括:The method according to claim 1, wherein the method of printing a ticket and transmitting the penalty information to the corresponding owner includes:
    将车牌号码发送到云端服务器;Send the license plate number to the cloud server;
    云端服务器根据车牌号码查询登记的车主;The cloud server queries the registered owner according to the license plate number;
    通过短信、邮件或微信的方式将处罚信息发送给车主。Send the penalty information to the owner via SMS, email or WeChat.
  5. 根据权利要求1所述的平衡车巡航执法方法,其中,根据位置信息和时间进入执法状态的方法包括:The method according to claim 1, wherein the method of entering the law enforcement state according to the location information and the time comprises:
    进入执法状态以后启动自平衡;Start self-balancing after entering the law enforcement state;
    根据预设的路线自动行驶。 Drive automatically according to the preset route.
  6. 根据权利要求1所述的平衡车巡航执法方法,其中,所述寻找处于静止状态的违章车辆的方法包括:The method according to claim 1, wherein the method for finding a violating vehicle in a stationary state comprises:
    判断前方物体运动状态;Judging the motion state of the object in front;
    当前方物体处于静止状态时,拍摄前方物体的图片,将图片跟云端存储的车辆图片库进行比对;When the current object is at a standstill, take a picture of the object in front and compare the picture with the image library of the vehicle stored in the cloud;
    如果比对结果判断当前物体是为车辆,获取主驾驶位的图像;If the comparison result determines that the current object is a vehicle, an image of the main driving position is obtained;
    进行人脸识别处理;Perform face recognition processing;
    如果未发现主驾驶室有人,则判断为违章车辆。If no person is found in the main cab, it is judged to be a violation of the vehicle.
  7. 根据权利要求6所述的平衡车巡航执法方法,其中,所述物体特征包括性状信息、高度信息和宽度信息;The balance vehicle cruise law enforcement method according to claim 6, wherein the object feature comprises trait information, height information, and width information;
    当性状信息为刚性,且高度超过第一阈值,根据宽度信息规划绕行路线;或者,性状信息为柔性,且高度超过第二阈值,根据宽度信息规划绕行路线;第二阈值大于第一阈值;When the trait information is rigid and the height exceeds the first threshold, the bypass route is planned according to the width information; or the trait information is flexible, and the height exceeds the second threshold, and the bypass route is planned according to the width information; the second threshold is greater than the first threshold ;
    当性状信息为柔性,且高度小于或等于第二阈值时,控制平衡车从前方物体顶部翻越。When the trait information is flexible and the height is less than or equal to the second threshold, the balance car is controlled to climb from the top of the front object.
  8. 根据权利要求1所述的平衡车巡航执法方法,其中,所述寻找处于静止状态的违章车辆的方法包括:The method according to claim 1, wherein the method for finding a violating vehicle in a stationary state comprises:
    判断前方物体运动状态;Judging the motion state of the object in front;
    当前方物体处于静止状态时,拍摄前方物体的图片,识别图片中是否存在车牌号码;When the current object is at a standstill, take a picture of the object in front and identify whether there is a license plate number in the picture;
    如果存在车牌号码,则判断当前物体是为车辆,然后获取主驾驶位的图像进行人脸识别处理;如果未发现主驾驶室有人,则判断为违章车辆。If the license plate number exists, it is judged that the current object is a vehicle, and then the image of the main driving position is acquired for face recognition processing; if the main cab is not found, it is determined to be a violation of the vehicle.
  9. 根据权利要求1所述的平衡车巡航执法方法,其中,所述判断前方物体运动状态的方法包括:The method according to claim 1, wherein the method for determining a motion state of a front object comprises:
    在预设的时间间隔拍摄前方物体的图片;Taking a picture of the object in front at a preset time interval;
    比较任意两张图片中前方物体的位置,如果位置相同,则判断为静止;反 之判断为运动。Compare the position of the object in front of any two pictures. If the position is the same, it is judged to be still; The judgment is exercise.
  10. 一种平衡车巡航执法装置,其中,包括:A balance vehicle cruise law enforcement device, which includes:
    用于根据位置信息和时间进入执法状态的装置;Means for entering a law enforcement state based on location information and time;
    用于启动自平衡的装置;Means for initiating self-balancing;
    用于寻找处于静止状态的违章车辆的装置;Means for finding illegal vehicles in a stationary state;
    用于拍摄违章车辆的车牌号码的装置;Means for photographing the license plate number of a violating vehicle;
    用于打印罚单并将处罚信息发给对应的车主的装置。 A device for printing a ticket and sending a penalty message to the corresponding owner.
PCT/CN2016/089902 2016-07-13 2016-07-13 Self-balancing vehicle patrol and law enforcement method and apparatus WO2018010121A1 (en)

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