WO2024211974A1 - System for identifying high-occupancy vehicles and occupant behaviour - Google Patents
System for identifying high-occupancy vehicles and occupant behaviour Download PDFInfo
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- WO2024211974A1 WO2024211974A1 PCT/BR2024/050109 BR2024050109W WO2024211974A1 WO 2024211974 A1 WO2024211974 A1 WO 2024211974A1 BR 2024050109 W BR2024050109 W BR 2024050109W WO 2024211974 A1 WO2024211974 A1 WO 2024211974A1
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- post
- vehicle
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- cos
- auxiliary
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Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/02—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to ambient conditions
- B60W40/04—Traffic conditions
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/08—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
- B60W40/09—Driving style or behaviour
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/12—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to parameters of the vehicle itself, e.g. tyre models
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/10—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
- B60W40/105—Speed
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/10—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
- B60W40/114—Yaw movement
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/10—Image acquisition
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- 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
- G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/017—Detecting movement of traffic to be counted or controlled identifying vehicles
Definitions
- the present invention relates to a system for collecting, making available and controlling urban traffic data, with application on public roads where there is or is not sharing with personal vehicles during a given period and when the vehicle has more than one occupant (carpooling).
- the purpose is to collect and make available information about the vehicle and its occupants and to control traffic lanes with traffic shared between public transport vehicles and shared transport vehicles.
- the solution proposed by the present invention presents a series of advantages in bringing together several traffic monitoring and control components to monitor inappropriate behavior of drivers, motorcyclists or passengers that does not correspond to a correct attitude on public roads, reducing manufacturing and installation costs of devices by concentrating a greater number of data collected in a scenario, in addition to monitoring a greater variety of information captured on public roads in a greater number of vehicles.
- inappropriate behavior by the driver of a vehicle or its occupants increases the risk of accidents, or can reduce the damage caused by a traffic accident, in the case of failure to wear a seat belt or wear a helmet, in the case of a motorcyclist.
- US patent number US8013760B2 discloses a toll collection control system that analyzes the occupancy of a vehicle through a transponder inserted in the vehicle, which is responsible for informing a reader whether the car has a high or low occupancy level. This system has a high implementation cost and must be installed in each vehicle.
- French patent number FR2992917A1 discloses a system for analyzing the behavior of a ground transportation driver, containing a set of on-board video cameras, capturing images and sending them to a central station. This system has the limitation of being a device installed in the vehicle, with analysis limited to the driver alone.
- Chinese patent number CN107657211A reveals a system for monitoring the number of people inside a vehicle through front and side photographs of the same vehicle, thus quantifying the number of occupants inside a vehicle.
- This device has the limitation of only evaluating the number of people inside a vehicle, without analyzing the behavior of the occupants inside the vehicle, without evaluating aspects such as speed, without calculating and issuing infractions, without communicating with any other urban traffic control system, in addition to not issuing useful information to the driver.
- the American patent number US9336450B2 discloses a traffic control system on shared roads that captures the image of a vehicle for later analysis by the controlling system, in addition to analyzing whether this vehicle has already passed through a previous data collection area, avoiding the need to collect the same data more than once.
- This device has the limitation of only collecting information on the number of occupants inside a vehicle, and has the disadvantage of not analyzing the behavior of the vehicle's occupants, not calculating and issuing infractions, not communicating with any other urban traffic control system, and not issuing useful information to the driver.
- “HIGH OCCUPANCY VEHICLE IDENTIFICATION SYSTEM AND OCCUPANT BEHAVIOR” a system that is capable of identifying the number of occupants in a vehicle and the behavior of its occupants, was developed to overcome the disadvantages, inconveniences and limitations, through the use of cameras facing the shared lane with computer vision sensors with the capacity to record information such as: panoramic and/or detailed photographic record, time stamp, vehicle position, speed, vehicle make, vehicle model, vehicle color, headlights on or off, whether the driver is wearing a helmet or not (in the case of motorcycles), whether the driver and passenger are wearing seat belts or not, whether the driver is using a cell phone or not, whether the driver is smoking or not and the count of occupants inside the vehicle, bringing advantages of aggregating in a single system, several different modes of measurement and control.
- Intrusive on-board analysis systems on vehicles do not guarantee that they are in good working order, making it difficult for a responsible inspection body to inspect them. This can be resolved by implementing a system consisting of several sensors and cameras that collect data and process it at a central location installed on public roads, ensuring that all vehicle flows are monitored;
- the equipment or systems found on the market are limited to identifying the number of occupants in a vehicle, and are unable to extract other characteristics, such as: make, model, license plate, color of the vehicle, whether the headlights are on or off, speed, whether the motorcyclist is wearing a helmet, whether the driver and front passenger are using a cell phone, smoking or wearing a seatbelt. Furthermore, none of them send the data to an operations control center, capable of processing and generating statistical information and traffic reports, as well as processing any violations. This is resolved by a system composed of several sensors capable of collecting various information and sending this information to a single control, which is capable of controlling and managing the information from more than one scenario.
- PPE peripheral post
- PAX auxiliary post
- the system operating scenario (COS), integrated by the operations control center (CCO), comprises all the elements involved in a road (VV) and its surroundings, is equipped with a main pole (PP), metallic, preferably circular in shape with connection at the upper end for mounting the projected arm (BP), which contains a projected arm (BP) metallic, preferably circular in shape, with a slight bend in its medial part, joining the main pole (PP) at the upper part so that its final portion is arranged perpendicular to the road (VV) at a height that can vary from 2m to 8m, contains a digital camera (CA), capable of capturing color or black and white images, with high FPS and compatible with infrared lighting, and must contain at least one unit per system operating scenario (COS), arranged at the end of the projected arm (BP), contains an infrared illuminator (IR), in a quantity equal to the number of digital cameras (CA), high-performance auxiliary light with infrared light emission with a light source coming from a Xenon lamp or similar
- the system of the present patent has the following external and internal components with the following interconnections:
- the digital camera (CA) connects unidirectionally with the infrared illuminator (IR) and connects bidirectionally with the main cabinet (GP);
- the infrared illuminator (IR) connects unidirectionally with the main cabinet (GP) and unidirectionally with the digital camera (CA);
- the auxiliary cabinet (GA) connects bidirectionally with the main cabinet (GP);
- the power input (EE) connects unidirectionally with the main cabinet (GP);
- the peripherals connect bidirectionally with the main cabinet (GP); and finally the operations control center (CCO) connects bidirectionally with the main cabinet (GP).
- COS system operation scenario
- the projected arm (BP) is fixed to the upper part of the main post (PP), with sufficient length to center the digital cameras (CA) in the center of a lane of the road (VV);
- the digital cameras (CA) are fixed to the projected arm (BP), so that it is centered on the road (VV);
- the infrared illuminator (IR) is fixed next to the digital camera (CA), at a distance that can vary between 0.lm and 1.5m;
- the main cabinet (GP) is fixed to the main post (PP);
- the data input (ED) and power input (EE) connections are made in the main cabinet (GP);
- the auxiliary post (PA) is installed when necessary next to the road (VV), at a distance from the main post (PP) that can vary between 1m and 30m;
- the auxiliary cabinet (GA) is installed on the auxiliary post (PA), with the image capture part facing the road (VV); and
- the peripherals (PE) are installed according to the demand of the system operating scenario (COS) and the location of each one can vary between being installed on the projected arm (BP) or on an auxiliary post (PA) next to the road (VV).
- COS system operating scenario
- COS system operation scenario
- CA digital cameras
- Speed calibration is performed by passing a vehicle with a reference tachometer using a screen and a specific procedure that was developed;
- the infrared illuminator is pointed and adjusted until sufficient nighttime image quality is obtained for the system's operating scenario (COS) to function.
- COS system's operating scenario
- the system installed on the road detects vehicles (V) using digital cameras (CA) and the auxiliary cabinet (GA), if applicable. These detections are limited to identifying vehicles (V) traveling in the operating lane, performing the necessary measurements and inferences when a vehicle travels through the measurement area, recording photos and/or videos and sending them to the main cabinet (GP). Vehicle (V) detection is performed throughout the entire measurement lane, but the photos and videos are captured in the measurement area. Vehicles (V) can travel in any direction on the road (VV), regardless of the system's operation.
- the records sent by the cameras (CA) and auxiliary cabinets (GA) to the main cabinet (GP), are processed and saved in a local database.
- the processing performed in the main cabinet (GP) consists of extracting all the desired characteristics from the detection, such as: color, model, seat belt use, among others, for example.
- the main cabinet (GP) is also capable of generating violations of minimum occupants required or unsafe driving (use of cell phone, no seat belt, for example). These characteristics are also inferred by the cameras (CA), but can also be performed by the main cabinet (GP) and in both if necessary.
- CA cameras
- the operations control center (CCO) generates all alerts, reports and processing of violations when necessary or applicable.
- Operations control can optionally perform an analysis of data crossing and, with intelligence, issue alerts on peripheral equipment (PE), create a behavioral profile, provide urban mobility indexes, in addition to being able to integrate with third-party systems, exchanging information.
- PE peripheral equipment
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- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Mathematical Physics (AREA)
- Transportation (AREA)
- Mechanical Engineering (AREA)
- Time Recorders, Dirve Recorders, Access Control (AREA)
Abstract
Description
SISTEMA DE IDENTIFICAÇÃO DE VEÍCULOS DE ALTA OCUPAÇÃO E COMPORTAMENTOS DOS OCUPANTES HIGH OCCUPANCY VEHICLE IDENTIFICATION SYSTEM AND OCCUPANT BEHAVIORS
Campo da invenção Field of invention
A presente invenção se refere a um sistema de coleta, disponibilização e controle de dados do tráfego urbano com aplicação em vias públicas onde ocorre o compartilhamento ou não com veículos de uso pessoal em determinado período e quando o veículo possui mais de um ocupante (carona solidária). A finalidade é de coletar e disponibilizar informações do veículo e seus ocupantes e de controlar vias de trânsito com tráfego compartilhado entre viaturas de transporte público com viaturas de transporte compartilhado. A solução proposta pela presente invenção apresenta uma série de vantagens em reunir vários componentes de monitoramento e controle de trânsito para monitorar comportamentos inapropriados de motoristas, motociclistas ou passageiros que não condizem com uma atitude correta em vias públicas, reduzindo custos de fabricação e instalação de dispositivos concentrando um número maior de dados coletados em um cenário, além de monitorar uma maior variedade de informações captadas em vias públicas em uma maior quantidade de veículos. The present invention relates to a system for collecting, making available and controlling urban traffic data, with application on public roads where there is or is not sharing with personal vehicles during a given period and when the vehicle has more than one occupant (carpooling). The purpose is to collect and make available information about the vehicle and its occupants and to control traffic lanes with traffic shared between public transport vehicles and shared transport vehicles. The solution proposed by the present invention presents a series of advantages in bringing together several traffic monitoring and control components to monitor inappropriate behavior of drivers, motorcyclists or passengers that does not correspond to a correct attitude on public roads, reducing manufacturing and installation costs of devices by concentrating a greater number of data collected in a scenario, in addition to monitoring a greater variety of information captured on public roads in a greater number of vehicles.
Fundamentos da invenção Fundamentals of the invention
Com o crescimento exponencial da quantidade de veículos em grandes centros urbanos, criou-se a necessidade de adotar estratégias para reduzir o fluxo de automóveis em horários de pico. Cada vez mais a solução da criação de faixas exclusivas para transporte público é adotada com grande eficácia, porém umas de suas consequências é o aumento do trânsito devido ao afunilamento na região onde estas faixas exclusivas foram implementadas. Uma das soluções para reduzir o trânsito, foi o compartilhamento destas vias então exclusivas com veículos comuns, mas com a condição de que o veículo esteja em uso compartilhado com duas ou mais pessoas a bordo. Em outra estratégia para reduzir o fluxo de veículos, foi criado faixas exclusivas para veículos compartilhados. Independentemente da estratégia usada, o controle e monitoramento destas faixas é fundamental para o perfeito funcionamento. Em outro campo de aplicação, os comportamentos inapropriados do condutor de um veículo ou de seus ocupantes potencializam o risco de acidentes, ou podem reduzir os danos causados por um acidente de trânsito, no caso da falta de uso de cinto de segurança ou uso de capacetes, no caso de um motociclista. With the exponential growth in the number of vehicles in large urban centers, there has been a need to adopt strategies to reduce the flow of cars during peak hours. The solution of creating exclusive lanes for public transport is increasingly being adopted with great effectiveness, but one of its consequences is the increase in traffic due to the bottleneck in the region where these exclusive lanes were implemented. One of the solutions to reduce traffic was to share these previously exclusive lanes with regular vehicles, but on the condition that the vehicle is being shared with two or more people on board. In another strategy to reduce the flow of vehicles, exclusive lanes were created for shared vehicles. Regardless of the strategy used, the control and monitoring of these lanes is essential for their perfect functioning. In another field of application, inappropriate behavior by the driver of a vehicle or its occupants increases the risk of accidents, or can reduce the damage caused by a traffic accident, in the case of failure to wear a seat belt or wear a helmet, in the case of a motorcyclist.
Fazendo as buscas nos bancos de patentes nacional e internacional, foram encontradas algumas patentes referentes ao sistema de monitoramento de tráfego em vias urbanas: By searching national and international patent databases, some patents were found relating to the traffic monitoring system on urban roads:
A patente brasileira de número BR2020160262661 revela um sistema que avalia a condição de um veículo se ele está com o farol acesso em rodovias onde é obrigatório, com a utilização de uma câmera fotográfica que envia uma foto do veículo para o sistema controlador. Este sistema possui a limitação de apenas monitorar o se o farol de um veículo está acesso ou não. Brazilian patent number BR2020160262661 reveals a system that assesses the condition of a vehicle if its headlights are on on highways where they are mandatory, using a camera that sends a photo of the vehicle to the controlling system. This system has the limitation of only monitoring whether a vehicle's headlights are on or not.
A patente brasileira de número BR1120150016880 revela um sistema a bordo de análise comportamental do motorista do veículo, com envio de informações para um servidor. Este sistema possui a limitação de ser um dispositivo instalado no interior de um veículo, com a análise limitada a apenas ao motorista. Brazilian patent number BR1120150016880 reveals an on-board system for analyzing the behavior of a vehicle's driver, sending information to a server. This system has the limitation of being a device installed inside a vehicle, with analysis limited to the driver alone.
A patente brasileira de número BR 1020140097465 revela um sistema a bordo com a coleta de informações do comportamento do condutor, com a análise realizada feita por um software alocado na nuvem. Este sistema possui a limitação de necessitar de um dispositivo instalado no interior de um veículo, com a análise limitada a apenas ao motorista. Brazilian patent number BR 1020140097465 reveals an on-board system that collects information on driver behavior, with analysis performed by software hosted in the cloud. This system has the limitation of requiring a device installed inside a vehicle, with analysis limited to the driver alone.
A patente americana de número US8013760B2 revela um sistema de controle de cobrança de pedágio que analisa a ocupação de um veículo através de um transponder inserido no veículo, que é responsável por informar a um leitor, se o nível do carro é de alta ocupação ou baixa ocupação. Este sistema possui um custo alto de implementação além de ter que ser instalado em cada veículo. US patent number US8013760B2 discloses a toll collection control system that analyzes the occupancy of a vehicle through a transponder inserted in the vehicle, which is responsible for informing a reader whether the car has a high or low occupancy level. This system has a high implementation cost and must be installed in each vehicle.
A patente francesa de número FR2992917A1 revela um sistema de análise dos comportamentos de um motorista de transporte terrestre, contendo um conjunto de câmeras de vídeo a bordo, captando imagens e enviando para uma estação central. Este sistema possui a limitação de ser um dispositivo instalado no veículo, com a análise limitada a apenas ao motorista. A patente chinesa de número CN107657211A revela um sistema de controle do número de pessoas dentro de um veículo através de fotografias frontais e laterais do mesmo veículo, garantindo desta forma, quantificar o número de ocupantes dentro de um veículo. Este dispositivo possui a limitação de avaliar somente a quantidade de pessoas dentro de um veículo, sem analisar o comportamento dos ocupantes no interior do veículo, sem avaliar aspectos como velocidade, sem calcular e emitir infrações, sem realizar comunicação com qualquer outro sistema de controle de trafego urbano, além de não emitir informações úteis ao motorista. French patent number FR2992917A1 discloses a system for analyzing the behavior of a ground transportation driver, containing a set of on-board video cameras, capturing images and sending them to a central station. This system has the limitation of being a device installed in the vehicle, with analysis limited to the driver alone. Chinese patent number CN107657211A reveals a system for monitoring the number of people inside a vehicle through front and side photographs of the same vehicle, thus quantifying the number of occupants inside a vehicle. This device has the limitation of only evaluating the number of people inside a vehicle, without analyzing the behavior of the occupants inside the vehicle, without evaluating aspects such as speed, without calculating and issuing infractions, without communicating with any other urban traffic control system, in addition to not issuing useful information to the driver.
A patente americana de número US9336450B2 revela um sistema de controle de tráfego em vias compartilhadas que capta a imagem de um veículo para posterior análise do sistema controlador, além de analisar se este veículo já passou por uma área de coleta de dados anterior, evitando de efetuar a mesma coleta de dados mais de uma vez. Este dispositivo tem a limitação de efetuar somente a coleta de informações da quantidade dos ocupantes no interior de um veículo, possui a desvantagem de não analisar o comportamento dos ocupantes do veículo, de não calcular e emitir infrações, de não realizar a comunicação com qualquer outro sistema de controle de trafego urbano, além de não emitir informações úteis ao motorista. The American patent number US9336450B2 discloses a traffic control system on shared roads that captures the image of a vehicle for later analysis by the controlling system, in addition to analyzing whether this vehicle has already passed through a previous data collection area, avoiding the need to collect the same data more than once. This device has the limitation of only collecting information on the number of occupants inside a vehicle, and has the disadvantage of not analyzing the behavior of the vehicle's occupants, not calculating and issuing infractions, not communicating with any other urban traffic control system, and not issuing useful information to the driver.
“SISTEMA DE IDENTIFICAÇÃO DE VEÍCULOS DE ALTA OCUPAÇÃO E COMPORTAMENTOS DOS OCUPANTES”, sistema que é capaz de identificar a quantidade de ocupantes de um veículo e o comportamento de seus ocupantes, foi desenvolvido para superar as desvantagens, inconvenientes e limitações, através da utilização de câmeras voltadas para a faixa compartilhada com sensores de visão computacional com a capacidade de registrar informações como: registro fotográfico panorâmico e/ou detalhado, carimbo temporal, posição do veículo, velocidade, marca do veículo, modelo do veículo, cor do veículo, faróis acesos ou não, se está usando capacete ou não (para os casos de motocicletas), se o condutor e passageiro está utilizando cinto de segurança ou não, se o condutor está utilizando celular ou não, se o condutor está fumando ou não e a contagem de ocupantes dentro do veículo, trazendo vantagens de agregar em um único sistema, vários modos distintos de medição e controle. “HIGH OCCUPANCY VEHICLE IDENTIFICATION SYSTEM AND OCCUPANT BEHAVIOR”, a system that is capable of identifying the number of occupants in a vehicle and the behavior of its occupants, was developed to overcome the disadvantages, inconveniences and limitations, through the use of cameras facing the shared lane with computer vision sensors with the capacity to record information such as: panoramic and/or detailed photographic record, time stamp, vehicle position, speed, vehicle make, vehicle model, vehicle color, headlights on or off, whether the driver is wearing a helmet or not (in the case of motorcycles), whether the driver and passenger are wearing seat belts or not, whether the driver is using a cell phone or not, whether the driver is smoking or not and the count of occupants inside the vehicle, bringing advantages of aggregating in a single system, several different modes of measurement and control.
As anterioridades apresentam os seguintes problemas técnicos que foram resolvidos pelo presente invento mostrados na sequência. The prior art presents the following technical problems that were solved by the present invention shown below.
Análise de comportamento de motoristas e seus ocupantes situado dentro do próprio veículo, ficando limitado a análise de apenas um conjunto diminuto de pessoas. Resolvido com a instalação de câmeras em pontos fixos das vias que realizam a coleta em tempo real de cada veículo que circule na via monitorada, aumentando exponencialmente o número de amostras coletadas ; Behavior analysis of drivers and their occupants located inside the vehicle itself, limited to the analysis of only a small group of people. Solved by installing cameras at fixed points on the roads that collect data in real time from each vehicle that circulates on the monitored road, exponentially increasing the number of samples collected;
Sistemas de análise embarcados intrusivos ao veículo, não garantem que estejam em boas condições de uso, sendo de difícil inspeção de um órgão responsável fiscalizador. Resolvido pela implementação de um sistema composto por vários sensores e câmeras que coletam dados e processados por uma central instalados em vias públicas, garantindo o monitoramento de todo o fluxo de veículos; Intrusive on-board analysis systems on vehicles do not guarantee that they are in good working order, making it difficult for a responsible inspection body to inspect them. This can be resolved by implementing a system consisting of several sensors and cameras that collect data and process it at a central location installed on public roads, ensuring that all vehicle flows are monitored;
Sistemas de gerenciamento de trânsito desagregados, aumentando dificuldade de instalação, custo e manutenção . Resolvido pela unificação de vários elementos de controle e análise de trânsito inseridos em um único componente, aumentando a variedade de análise em um mesmo ponto de coleta de dados; e Disaggregated traffic management systems, increasing installation difficulty, cost and maintenance. Solved by unifying several traffic control and analysis elements inserted into a single component, increasing the variety of analysis at the same data collection point; and
Os equipamentos ou sistemas encontrados no mercado limitam apenas a identificar a quantidade de ocupantes de um veículo, não sendo possível extrair outras características, tais como: marca, modelo, placa do veículo, cor do veículo, se o farol está aceso ou apagado, velocidade, se motociclista está utilizando capacete, se motorista e passageiro frontal está utilizando celular, fumando ou usando cinto de segurança. Além disso, nenhum deles enviam os dados para um central de controle de operação, capaz de processar e gerar informações estatísticas e relatórios de tráfego, bem como processar eventuais infrações. Resolvido isto por um sistema composto de vários sensores capazes de coletar diversas informações e enviar estas informações para um controle único, que é capaz de controlar e gerenciar as informações de mais de um cenário. The equipment or systems found on the market are limited to identifying the number of occupants in a vehicle, and are unable to extract other characteristics, such as: make, model, license plate, color of the vehicle, whether the headlights are on or off, speed, whether the motorcyclist is wearing a helmet, whether the driver and front passenger are using a cell phone, smoking or wearing a seatbelt. Furthermore, none of them send the data to an operations control center, capable of processing and generating statistical information and traffic reports, as well as processing any violations. This is resolved by a system composed of several sensors capable of collecting various information and sending this information to a single control, which is capable of controlling and managing the information from more than one scenario.
Em uma análise e pesquisa de mercado notou-se que existia a necessidade de um equipamento de gerenciamento e controle de trânsito que agregasse várias coletas de dados em um único conjunto, juntamente com o surgimento da demanda de controles de tráfego em vias compartilhadas. Após a análise realizada optou-se por desenvolver um equipamento que coletasse imagens de um veículo em movimento em uma via, coletando informações tanto dos dados do veículo, como informações do comportamento dos ocupantes e a quantidade de pessoas dentro do veículo . Para tal, foi determinado que a captação seria realizada por uma câmera digital e inicialmente encontrou-se dificuldades para obter os mesmos índices de aproveitamento diurno durante a noite. Isso se deve principalmente pelo fato de ser utilizado visão computacional e a luminosidade do ambiente afetar diretamente a qualidade da imagem obtida pelos sensores do equipamento (câmera). Foram utilizados vários modelos diferentes de iluminadores infravermelhos baseado em LED. Porém nenhum apresentou uma qualidade de imagem noturna adequada. A solução foi encontrada, com o uso de um iluminador infravermelho baseado em lâmpada Xênon. Este iluminador fornece uma quantidade superior de iluminação infravermelha em relação aos baseados em LED, que foi suficiente para que as imagens noturnas ficassem adequadas e com índices de aproveitamento semelhante aos diurnos. Outra dificuldade encontrada foi a captura lateral das imagens de forma sincronizada com as imagens frontais. Em produtos semelhantes este sincronismo é realizado por sensoriamento (ultrassom, laser, sensor de barreira, entre outros). A solução encontrada e implementada neste invento para a solução deste problema, foi a realização do sincronismo por software. Além das funcionalidades principais, optou-se por incluir a medição de velocidade e inserir um painel periférico para indicações diversas. In a market analysis and research, it was noted that there was a need for traffic management and control equipment that would aggregate several data collections into a single set, together with the emergence of the demand for traffic controls on shared roads. After the analysis carried out, it was decided to develop equipment that would collect images of a vehicle moving on a road, collecting information both on the vehicle's data and on the behavior of the occupants and the number of people inside the vehicle. To this end, it was determined that the capture would be carried out by a camera digital and initially it was difficult to obtain the same daytime utilization rates during the night. This is mainly due to the fact that computer vision is used and the brightness of the environment directly affects the quality of the image obtained by the equipment's sensors (camera). Several different models of LED-based infrared illuminators were used. However, none of them presented adequate nighttime image quality. The solution was found with the use of an infrared illuminator based on a Xenon lamp. This illuminator provides a greater amount of infrared illumination compared to LED-based ones, which was enough for the nighttime images to be adequate and with utilization rates similar to those of the daytime. Another difficulty encountered was the lateral capture of the images in a synchronized manner with the frontal images. In similar products, this synchronization is performed by sensing (ultrasound, laser, barrier sensor, among others). The solution found and implemented in this invention to solve this problem was to perform the synchronization by software. In addition to the main functionalities, it was decided to include speed measurement and insert a peripheral panel for various indications.
Breve descrição dos desenhos Brief description of the drawings
Para melhor esclarecimento e entendimento da construtividade do sistema, são anexadas as seguintes figuras: For better clarification and understanding of the system's constructivity, the following figures are attached:
Ilustra a vista superior de um cenário de operação do sistema (COS) em uma via viária (VV); Illustrates the top view of a system operation scenario (COS) on a roadway (VV);
Ilustra a vista em perspectiva do poste principal (PP), com seus componentes; Illustrates the perspective view of the main post (PP), with its components;
Ilustra a vista em perspectiva do poste periférico (PPE), com seus componentes; Illustrates the perspective view of the peripheral post (PPE), with its components;
Ilustra a vista em perspectiva do poste auxiliar (PAX), com seus componentes; Illustrates the perspective view of the auxiliary post (PAX), with its components;
Ilustra a vista em perspectiva de um cenário de operação do sistema (COS) em uma via viária (VV); e Illustrates the perspective view of a system operation scenario (COS) on a roadway (VV); and
Ilustra o diagrama de blocos dos componentes eletrônicos que integram o sistema. Illustrates the block diagram of the electronic components that make up the system.
Descrição da invenção Description of the invention
O cenário de operação do sistema (COS), integrado pelo centro de controle de operações (CCO), compreende todos os elementos envolvidos em uma via viária (VV) e seu entorno, é dotado de poste principal (PP), metálico, preferencialmente com formato circular com conexão na extremidade superior para montagem do braço projetado (BP), que contém braço projetado (BP) metálico, preferencialmente com formato circular, com leve dobra em sua parte medial, unindo-se ao poste principal (PP) na parte superior de forma que sua porção final fique disposta de forma perpendicular a via viária (VV) a uma altura podendo variar de 2m até 8m, contém câmera digital (CA), podendo captar imagens coloridas ou preto e branca, com alto FPS e compatível com a iluminação infravermelha, sendo que deve conter no mínimo uma unidade por cenário de operação do sistema (COS), disposta na porção final do braço projetado (BP), contém iluminador infravermelho (IV), de quantidade igual a quantidade de câmeras digitais (CA), luz auxiliar de alto desempenho com emissão de luz infravermelha com fonte luminosa proveniente de uma lâmpada de Xênon ou similar, disposto na porção final do braço projetado (BP) ao lado da câmera digital (CA), contém gabinete principal (GP), caixa metálica que contém os equipamentos, responsável por selecionar, organizar as informações da detecção das câmeras (CA) e dos demais sensores inseridos, controla os periféricos (PE) e envia e recebe os dados para o centro de controle de operações (CCO), possui o controle e proteção elétrica de disjuntores protetores de surtos, filtros, disjuntor, fonte auxiliar de energia (nobreak/VPS), supervisão de energia e equipamento de conexão à internet (modem por exemplo), disposto na porção final do poste principal (PP); dotado de poste auxiliar (PAX) metálico, preferencialmente com formato circular; que contém câmera digital (CA), podendo captar imagens coloridas ou preto e branca, com alto FPS e compatível com a iluminação infravermelha, disposta na parte superior do poste auxiliar (PAX), contém iluminador infravermelho (IV), luz auxiliar de alto desempenho com emissão de luz infravermelha com fonte luminosa proveniente de uma lâmpada de Xênon ou similar, disposto na parte superior do poste auxiliar (PAX), próximo a câmera digital (CA), podendo ser opcionalmente dotado de gabinete auxiliar (GA), equipamento que capta imagens laterais de um veículo (V) e enviar ao gabinete principal (GP) (utilizado quando se faz necessário captar imagens da parte traseira de um veículo), contém uma câmera digital (CA), e um iluminador infravermelho (IV), todos de forma agrupada e encapsulada, dispostos em um poste na lateral da via viária (VV); opcionalmente ser dotado de poste periférico (PPE) metálico, preferencialmente com formato circular, que contém periféricos (PE) componentes que atuam fornecendo funcionalidades periféricas ao cenário de operação do sistema (COS), a quantidade de periféricos (PE) pode variar de acordo com as necessidades de um cenário de operação do sistema (COS) e da necessidade da aplicação, podendo ser grupos focais luminosos na lateral ou superior a via viária (VV), sinalização sonora, sinalização visual ativa (display luminosos alfanuméricos ou não, painéis de mensagem variáveis, entre outros, por exemplo); dotado de centro de controle de operações (CCO); responsável por gerenciar as informações de um ou mais cenários de operação do sistema (COS), contém conjunto de hardwares e softwares para receber, pós- processar e apresentar informações para usuários do sistema, podendo em opcionalmente ser alocado em servidores remotos (nuvem); dotado de entrada de dados (ED); dotado de entrada de energia (EE). The system operating scenario (COS), integrated by the operations control center (CCO), comprises all the elements involved in a road (VV) and its surroundings, is equipped with a main pole (PP), metallic, preferably circular in shape with connection at the upper end for mounting the projected arm (BP), which contains a projected arm (BP) metallic, preferably circular in shape, with a slight bend in its medial part, joining the main pole (PP) at the upper part so that its final portion is arranged perpendicular to the road (VV) at a height that can vary from 2m to 8m, contains a digital camera (CA), capable of capturing color or black and white images, with high FPS and compatible with infrared lighting, and must contain at least one unit per system operating scenario (COS), arranged at the end of the projected arm (BP), contains an infrared illuminator (IR), in a quantity equal to the number of digital cameras (CA), high-performance auxiliary light with infrared light emission with a light source coming from a Xenon lamp or similar, arranged at the end of the projected arm (BP) next to the digital camera (CA), contains the main cabinet (GP), a metal box that contains the equipment, responsible for selecting and organizing the information from the detection of the cameras (CA) and other inserted sensors, controls the peripherals (PE) and sends and receives data to the operations control center (CCO), has control and electrical protection of surge protector circuit breakers, filters, circuit breaker, auxiliary power source (UPS/VPS), power supervision and internet connection equipment (modem, for example), arranged at the end of the main post (PP); equipped with a metal auxiliary post (PAX), preferably circular in shape; containing a digital camera (CA), capable of capturing color or black and white images, with high FPS and compatible with infrared lighting, arranged at the top of the auxiliary post (PAX), containing an infrared illuminator (IR), a high-performance auxiliary light with infrared light emission with a light source coming from a Xenon lamp or similar, arranged at the top of the auxiliary post (PAX), close to the digital camera (CA), and may optionally be equipped with an auxiliary cabinet (GA), equipment that captures side images of a vehicle (V) and sends them to the main cabinet (GP) (used when it is necessary to capture images of the rear of a vehicle), containing a digital camera (CA), and an infrared illuminator (IR), all grouped and encapsulated, arranged on a post on the side of the road (VV); optionally being equipped with a metal peripheral post (PPE), preferably circular in shape, which contains peripheral (PE) components that act by providing functionalities peripherals to the system operating scenario (COS), the number of peripherals (PE) may vary according to the needs of a system operating scenario (COS) and the need of the application, and may be light focal groups on the side or above the road (VV), sound signaling, active visual signaling (alphanumeric or non-alphanumeric light displays, variable message panels, among others, for example); equipped with an operations control center (CCO); responsible for managing the information of one or more system operating scenarios (COS), contains a set of hardware and software to receive, post-process and present information to system users, and may optionally be allocated to remote servers (cloud); equipped with data input (ED); equipped with power input (EE).
O sistema da presente patente, possui os seguintes componentes externos e internos com as seguintes interligações: A câmera digital (CA) se liga unidirecionalmente com o iluminador infravermelho (IV) e se liga bidirecionalmente com o gabinete principal (GP); o iluminador infravermelho (IV) se liga unidirecionalmente com o gabinete principal (GP) e unidirecionalmente com a câmera digital (CA); o gabinete auxiliar (GA) se liga bidirecionalmente com o gabinete principal (GP); a entrada de energia (EE) se liga unidirecionalmente com o gabinete principal (GP); os periféricos se ligam bidirecionalmente com o gabinete principal (GP); e por fim o centro de controle de operações (CCO) se liga de forma bidirecional com o gabinete principal (GP). The system of the present patent has the following external and internal components with the following interconnections: The digital camera (CA) connects unidirectionally with the infrared illuminator (IR) and connects bidirectionally with the main cabinet (GP); the infrared illuminator (IR) connects unidirectionally with the main cabinet (GP) and unidirectionally with the digital camera (CA); the auxiliary cabinet (GA) connects bidirectionally with the main cabinet (GP); the power input (EE) connects unidirectionally with the main cabinet (GP); the peripherals connect bidirectionally with the main cabinet (GP); and finally the operations control center (CCO) connects bidirectionally with the main cabinet (GP).
Exemplos de concretizações da invenção Examples of embodiments of the invention
O processo de instalação de um cenário de operação do sistema (COS), é efetuado a partir dos seguintes passos: Instala-se o poste principal (PP) na lateral da via viária (VV); The process of installing a system operation scenario (COS) is carried out using the following steps: The main post (PP) is installed on the side of the road (VV);
Fixa-se o braço projetado (BP) na parte superior do poste principal (PP), com comprimento suficiente para centralizar as câmeras digitais (CA) no centro de uma faixa da via viária (VV); The projected arm (BP) is fixed to the upper part of the main post (PP), with sufficient length to center the digital cameras (CA) in the center of a lane of the road (VV);
Fixa-se as câmeras digitais (CA) no braço projetado (BP), de forma que fique centralizada na via viária (VV); The digital cameras (CA) are fixed to the projected arm (BP), so that it is centered on the road (VV);
Fixa-se o iluminador infravermelho (IV) ao lado da câmera digital (CA), com uma distância podendo variar entre 0,lm à l,5m; The infrared illuminator (IR) is fixed next to the digital camera (CA), at a distance that can vary between 0.lm and 1.5m;
Fixa-se no poste principal (PP) o gabinete principal (GP); The main cabinet (GP) is fixed to the main post (PP);
Realiza-se a conexão de entrada de dados (ED) e de entrada de energia (EE) no gabinete principal (GP); The data input (ED) and power input (EE) connections are made in the main cabinet (GP);
Instala-se o poste auxiliar (PA) quando necessário ao lado da via viária (VV), a uma distância do poste principal (PP) que pode variar entre lm à 30m; The auxiliary post (PA) is installed when necessary next to the road (VV), at a distance from the main post (PP) that can vary between 1m and 30m;
Instala-se o gabinete auxiliar (GA) no poste auxiliar (PA), com a parte de captação de imagens voltada para a via viária (VV); e The auxiliary cabinet (GA) is installed on the auxiliary post (PA), with the image capture part facing the road (VV); and
Instala-se os periféricos (PE) de acordo com a demanda do cenário de operação do sistema (COS) e a localização de cada um podendo variar entre serem instalados no braço projetado (BP) ou em um poste auxiliar (PA) ao lado da via viária (VV). The peripherals (PE) are installed according to the demand of the system operating scenario (COS) and the location of each one can vary between being installed on the projected arm (BP) or on an auxiliary post (PA) next to the road (VV).
O processo de funcionamento de um cenário de operação do sistema (COS), é efetuado a partir dos seguintes passos: Liga-se o equipamento e acessa localmente o cenário de operação do sistema (COS) através de uma conexão IP; The process of operating a system operation scenario (COS) is carried out using the following steps: Turn on the equipment and access the system operation scenario (COS) locally through an IP connection;
Realiza-se o ajuste de enquadramento da imagem das câmeras digitais (CA), através do controle de foco, zoom e apontamento e configurações; The framing of the image of digital cameras (CA) is adjusted by controlling focus, zoom and pointing and settings;
Realiza-se a calibração de velocidade através da passagem de veículo com crono tacómetro de referência utilizando-se tela e procedimento específico que foi desenvolvido; e Speed calibration is performed by passing a vehicle with a reference tachometer using a screen and a specific procedure that was developed; and
Em período noturno, realiza-se o apontamento e ajuste do iluminador infravermelho até que se obtenha a qualidade de imagem noturna suficiente para o funcionamento do cenário de operação do sistema (COS). At night, the infrared illuminator is pointed and adjusted until sufficient nighttime image quality is obtained for the system's operating scenario (COS) to function.
O sistema instalado na via viária (VV) realiza a detecção das viaturas (V) através das câmeras digitais (CA) e do gabinete auxiliar (GA) quando houver. Estas deteções se resumem a identificar as viaturas (V) trafegando na faixa de atuação, realizando as medições inferências necessárias quando um veículo trafega pela área de medição, registrar fotos e/ou vídeos e enviar ao gabinete principal (GP). A deteção da viatura (V) é realizada por toda a faixa de medição, porém a captura das fotos vídeos são feitas na área de medição. As Viaturas (V) podem trafegar em qualquer sentido da via viária (VV), sendo indiferente para o funcionamento do sistema. Os registros que são enviados pelas câmeras (CA) e pelos gabinetes auxiliares (GA) para o gabinete principal (GP), são processados e salvos em banco de dados local. O processamento realizado no gabinete principal (GP) se resume em extrair todas as características desejadas da deteção, tais como: cor, modelo, uso de cinto, entre outros, por exemplo. O gabinete principal (GP) também é capaz de gerar infrações de ocupantes mínimos necessário ou de condução insegura (uso de celular, sem cinto de segurança, por exemplo). Estas características também são inferidas pelas câmeras (CA), mas podem ser realizadas também pelo gabinete principal (GP) e em ambos se necessário. Após o processamento e armazenamento das informações realizado pelo gabinete principal (GP), são enviadas por internet ao centro de controle de operações (CCO) em tempo real ou por lotes com temporização, podendo ser configurável essa frequência de acordo com a necessidade. No centro de controle de operações (CCO) é gerado todos os alertas, relatórios e processamento de infrações quando for necessário ou aplicável. The system installed on the road (VV) detects vehicles (V) using digital cameras (CA) and the auxiliary cabinet (GA), if applicable. These detections are limited to identifying vehicles (V) traveling in the operating lane, performing the necessary measurements and inferences when a vehicle travels through the measurement area, recording photos and/or videos and sending them to the main cabinet (GP). Vehicle (V) detection is performed throughout the entire measurement lane, but the photos and videos are captured in the measurement area. Vehicles (V) can travel in any direction on the road (VV), regardless of the system's operation. The records sent by the cameras (CA) and auxiliary cabinets (GA) to the main cabinet (GP), are processed and saved in a local database. The processing performed in the main cabinet (GP) consists of extracting all the desired characteristics from the detection, such as: color, model, seat belt use, among others, for example. The main cabinet (GP) is also capable of generating violations of minimum occupants required or unsafe driving (use of cell phone, no seat belt, for example). These characteristics are also inferred by the cameras (CA), but can also be performed by the main cabinet (GP) and in both if necessary. After the processing and storage of the information performed by the main cabinet (GP), it is sent via the internet to the operations control center (CCO) in real time or in batches with timing, and this frequency can be configured according to the need. The operations control center (CCO) generates all alerts, reports and processing of violations when necessary or applicable.
O controle de operações (CCO) pode opcionalmente realizar uma análise do cruzamento de dados e com uma inteligência, emitir alertas nos equipamentos periféricos (EP), elaborar um perfil comportamental, prover índices de mobilidade urbana, além de ser capaz de se integrar com sistemas de terceiros, realizando a troca de informações. Operations control (CCO) can optionally perform an analysis of data crossing and, with intelligence, issue alerts on peripheral equipment (PE), create a behavioral profile, provide urban mobility indexes, in addition to being able to integrate with third-party systems, exchanging information.
Claims
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| MX2025012089A MX2025012089A (en) | 2023-04-11 | 2025-10-09 | System for identifying high-occupancy vehicles and occupant behaviour |
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| Application Number | Priority Date | Filing Date | Title |
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| BR102023006680-1A BR102023006680A2 (en) | 2023-04-11 | HIGH OCCUPANCY VEHICLE IDENTIFICATION SYSTEM AND OCCUPANT BEHAVIORS | |
| BR1020230066801 | 2023-04-11 |
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| WO2024211974A1 true WO2024211974A1 (en) | 2024-10-17 |
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| BR102013005297A2 (en) * | 2013-03-05 | 2014-11-18 | Marcos Olandoski | LASER OPTIC LOOP VEHICLE DETECTION AND SPEED MEASUREMENT SYSTEM |
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2024
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| US7786897B2 (en) * | 2007-01-23 | 2010-08-31 | Jai Pulnix, Inc. | High occupancy vehicle (HOV) lane enforcement |
| US20140159925A1 (en) * | 2012-03-02 | 2014-06-12 | Leddartech Inc. | System and method for multipurpose traffic detection and characterization |
| BR102013005297A2 (en) * | 2013-03-05 | 2014-11-18 | Marcos Olandoski | LASER OPTIC LOOP VEHICLE DETECTION AND SPEED MEASUREMENT SYSTEM |
| US9595192B1 (en) * | 2016-04-14 | 2017-03-14 | Ahmad Abdulaziz Alrashid | Traffic violation detection system |
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| MX2025012089A (en) | 2025-11-03 |
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