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CN101470080A - Surface shape image detection system based on structured light projection - Google Patents

Surface shape image detection system based on structured light projection Download PDF

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Publication number
CN101470080A
CN101470080A CNA2007101923822A CN200710192382A CN101470080A CN 101470080 A CN101470080 A CN 101470080A CN A2007101923822 A CNA2007101923822 A CN A2007101923822A CN 200710192382 A CN200710192382 A CN 200710192382A CN 101470080 A CN101470080 A CN 101470080A
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structured light
vehicle body
odometer
detection vehicle
surface shape
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唐振民
吴允刚
赵春霞
许中宁
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Nanjing University of Science and Technology
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Nanjing University of Science and Technology
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Abstract

本发明公开了一种基于结构光投射的表面形状图像检测系统。包括检测车体,后视图像采集系统、前视路况数字视频采集系统、里程计、模式化结构光发射器和计算机,后视图像采集系统采用高速CCD摄像机,设置于车体尾部上方外侧,其光轴垂直于所测路面;前视路况数字视频采集系统和模式化结构光发射器与里程计连接,模式化结构光发射器设置于检测车体后部;里程计的一端与检测车体的里程表相连;带图像采集卡的计算机设置于检测车体内,与高速CCD摄像机相连。本发明为非接触式,可快速检测、可测精度高,图像直观可见,并可对测量数据以里程标志,结构简单、操作方便,能直接给出道路表面形状与变化数值。可适用于其他领域的表面结构非接触测量。

Figure 200710192382

The invention discloses a surface shape image detection system based on structured light projection. Including detection vehicle body, rear view image acquisition system, front view road condition digital video acquisition system, odometer, patterned structured light emitter and computer. The optical axis is perpendicular to the measured road surface; the forward-looking road condition digital video acquisition system and the patterned structured light emitter are connected to the odometer, and the patterned structured light emitter is arranged at the rear of the detection vehicle body; one end of the odometer is connected to the detection vehicle body The odometer is connected; the computer with the image acquisition card is set in the detection vehicle body and connected with the high-speed CCD camera. The invention is non-contact, can be detected quickly, has high measurable precision, can directly see the image, can mark the measurement data with mileage, has a simple structure, is easy to operate, and can directly give the road surface shape and change value. It can be applied to non-contact measurement of surface structure in other fields.

Figure 200710192382

Description

基于结构光投射的表面形状图象检测系统 Surface Shape Image Detection System Based on Structured Light Projection

技术领域 technical field

本发明涉及一种道路表面形状的非接触测量技术,特别是一种基于结构光投射的表面形状图像检测系统。The invention relates to a non-contact measurement technology of road surface shape, in particular to a surface shape image detection system based on structured light projection.

背景技术 Background technique

公路、特别是高速公路的路面,其在运行一段时间后所形成的车辙、平整度差、错台等病害是公路例行检验和年检的重要项目,因为这些病害现象严重时,不仅引起车体颠簸、不舒适,而且会加速车辆的损伤,甚至引起交通事故,因此国际上一直把高速公路的这些病害参数作为路面维修时机和方式的基本决策依据之一。随着计算机技术、光电技术、高精度测量技术的进步,我国国内在路面检测仪器与技术方面也有了巨大的发展。近年来发展了一些较高速、非接触式的车载检测仪器如激光、超声测平仪以及根据三角测距原理而成的激光路面断面高程仪,分别采用加速度传感器、角速度传感器修正车体振动形成的测量误差,以及用二次差分原理的共梁双密度高程测量方法等对路面车辙参数进行快速测量。上述装置(系统)利用激光传感器或超声传感器对横向车辙数据采用横向等间距(最少3点)、纵向等间距采样或“之”字形扫描采样等方式得到。Roads, especially highway pavement, after running for a period of time, the defects such as rutting, poor flatness and wrong platform are important items in the routine inspection and annual inspection of the road, because when these diseases are serious, not only the vehicle body will be caused Bumpy, uncomfortable, and will accelerate vehicle damage, and even cause traffic accidents, so these disease parameters of expressways have been taken as one of the basic decision-making basis for the timing and method of pavement maintenance in the world. With the advancement of computer technology, photoelectric technology, and high-precision measurement technology, my country has also made great progress in road surface testing instruments and technology. In recent years, some relatively high-speed, non-contact vehicle-mounted detection instruments have been developed, such as lasers, ultrasonic level gauges, and laser road surface elevation meters based on the principle of triangulation ranging. Acceleration sensors and angular velocity sensors are used to correct vehicle body vibrations The measurement error, and the common-beam double-density elevation measurement method using the quadratic difference principle are used to quickly measure the pavement rutting parameters. The above-mentioned device (system) uses a laser sensor or an ultrasonic sensor to obtain the lateral rutting data by means of horizontal equal spacing (minimum 3 points), longitudinal equal spacing sampling or zigzag scanning sampling.

如专利号为200310106457的实用新型公开了一种“激光三维数字路形仪”,它包括仪器载体车,在车体下一侧设置平整度仪,车体后端设置激光路面破损状况检测仪及车辙断面仪。平整度仪由两个共梁的高程计构成;路面破损状况检测仪有对路面成小角度照明的一族等角间隔多片光源与面阵CCD图像探测器构成;车辙断面仪由对路面小角度照明的片光源与面阵CCD图像探测器构成。其中车辙数据以“之”字形扫描采样方式得到,车体振动带来的影响没有看到解决措施,其结果是测量精度难于保证,很难达到毫米以下精度。For example, the utility model patent No. 200310106457 discloses a "laser three-dimensional digital road shape instrument", which includes an instrument carrier vehicle, a flatness instrument is arranged on the lower side of the vehicle body, a laser road surface damage condition detector and a laser road surface damage condition detector are arranged at the rear end of the vehicle body. Rutting Profiler. The flatness meter is composed of two common-beam altimeters; the road surface damage detector is composed of a group of equiangularly spaced multi-chip light sources and an area array CCD image detector that illuminate the road surface at a small angle; The illuminating sheet light source is composed of an area array CCD image detector. Among them, the rut data is obtained by "zigzag" scanning sampling method, and the impact caused by the vibration of the vehicle body has not been seen to be solved. As a result, the measurement accuracy is difficult to guarantee, and it is difficult to achieve an accuracy of less than a millimeter.

发明内容 Contents of the invention

本发明的目的是提供一种结构简单、非接触式、快速检测、高密度、数字化和图像直观可见,可达毫米级精度,并对测量数据以里程标志,以正确评价路面和指导维修的基于结构光投射的表面形状图像检测系统,可应用车辙、平整度、错台、坑塘等多种道路表面变化形成的病害检测与测量。The purpose of the present invention is to provide a simple structure, non-contact, fast detection, high density, digitization and visually visible image, which can reach millimeter-level accuracy, and the measurement data is marked with mileage to correctly evaluate the road surface and guide maintenance. The surface shape image detection system projected by structured light can be applied to the detection and measurement of various road surface changes such as rutting, flatness, wrong platform, potholes and ponds.

实现本发明目的的技术解决方案为:一种基于结构光投射的表面形状图像检测系统,包括检测车体,其特征在于:它还包括后视图像采集系统、前视路况数字视频采集系统、里程计、模式化结构光发射器和计算机,后视图像采集系统采用高速CCD摄像机,设置于检测车体的尾部上方外侧,其光轴垂直于所测路面;前视路况数字视频采集系统和模式化结构光发射器都与里程计连接,模式化结构光发射器设置于检测车体后部;里程计的一端与检测车体的里程表相连;带图像采集卡的计算机设置于检测车体内,通过网卡与高速CCD摄像机相连。The technical solution to realize the object of the present invention is: a surface shape image detection system based on structured light projection, including the detection vehicle body, characterized in that it also includes a rear-view image acquisition system, a front-view road condition digital video acquisition system, a mileage Meter, patterned structured light emitter and computer, the rear view image acquisition system uses a high-speed CCD camera, which is set on the outer side above the rear of the detection vehicle body, and its optical axis is perpendicular to the measured road surface; the front view road condition digital video acquisition system and patterned The structured light emitters are all connected to the odometer, and the patterned structured light emitter is set at the rear of the detection vehicle body; one end of the odometer is connected to the odometer of the detection vehicle body; the computer with the image acquisition card is set in the detection vehicle body, through The network card is connected with the high-speed CCD camera.

本发明的工作原理是结构光测距原理,通过已知模式的主动式结构光投射,利用摄像机被动采集结构光在路面的成像信息,采用高性能并行计算机对路面的图像进行处理与分析,根据结构光模式的变形,再运用视觉标定原理恢复路表面变化的深度信息,并定位出病害的位置。设置在车体上的模式化结构光发射器向路面投射出已知模式的结构光,该模式可为多线形或网格型、及相位编码型,投射光与路面成小角度,并具有一定的覆盖范围;高速CCD摄像机垂直路面被动采集结构光在路面的成像信息;采用视觉标定方法实现图象空间与实际测量空间的映射,将变形后的结构光与在标准模板上形成的结构光进行对比,对于变形后的结构光图像,通过预处理、灰度校正、二值化、细化并计算线上每点到下切线的距离、根据模板图像标定确定图像上横向每个像素点所代表的实际距离系等步骤可得到路面深度数据。The working principle of the present invention is the principle of structured light distance measurement. Through the active structured light projection of the known mode, the camera is used to passively collect the imaging information of the structured light on the road surface, and the high-performance parallel computer is used to process and analyze the image of the road surface. According to The deformation of the structured light mode, and then use the principle of visual calibration to restore the depth information of the road surface change, and locate the location of the disease. The patterned structured light emitter installed on the car body projects a known pattern of structured light to the road surface. The pattern can be multi-line or grid type, and phase-encoded type. The projected light forms a small angle with the road surface and has a certain The high-speed CCD camera passively collects the imaging information of structured light on the road surface perpendicular to the road surface; the visual calibration method is used to realize the mapping between the image space and the actual measurement space, and the deformed structured light is compared with the structured light formed on the standard template. In contrast, for the deformed structured light image, through preprocessing, grayscale correction, binarization, refinement and calculation of the distance from each point on the line to the lower tangent, and according to the template image calibration to determine what each pixel in the horizontal direction of the image represents The actual distance system and other steps can get the road surface depth data.

本发明与现有技术相比,其显著优点是:1、不用加速度传感器,能有效消除车体振动对平整度测量的影响,并对平整度数据严格按里程标志;2、结构简单、操作方便,具有连续性测量的特点,能直接给出道路表面形状与变化数值,克服了多传感器技术的价格高,不能实现全车道测量与难于同步等困难;3、与相关专利比,采用直接测量方法,由线结构光照明路面,直接获取和检测的是道路表面变化量,不受车辆行驶造成的传感器颠簸等因素的影响,测量精度高,可达毫米级精度。Compared with the prior art, the present invention has the following remarkable advantages: 1. It does not need an acceleration sensor, can effectively eliminate the influence of vehicle body vibration on the flatness measurement, and strictly follow the mileage mark for the flatness data; 2. Simple structure and convenient operation , has the characteristics of continuous measurement, can directly give the road surface shape and change value, overcomes the high price of multi-sensor technology, cannot realize the measurement of the whole lane and is difficult to synchronize and other difficulties; 3. Compared with related patents, the direct measurement method is adopted , the road surface is illuminated by line structured light, and the change of the road surface is directly acquired and detected, which is not affected by factors such as sensor bumps caused by vehicle driving, and has high measurement accuracy, which can reach millimeter-level accuracy.

附图说明 Description of drawings

图1为本发明的基于结构光投射的表面形状图像检测系统的总体示意图。FIG. 1 is an overall schematic diagram of a surface shape image detection system based on structured light projection according to the present invention.

图2为本发明的各装置连接示意图。Fig. 2 is a schematic diagram of connection of various devices of the present invention.

图3--图5为本发明的基本原理示意图。Fig. 3-Fig. 5 are schematic diagrams of the basic principles of the present invention.

具体实施方式 Detailed ways

下面结合附图对本发明的基本原理和具体结构作进一步详细说明。The basic principle and specific structure of the present invention will be further described in detail below in conjunction with the accompanying drawings.

结合图1,本发明所述的检测系统由检测车体5、后视图像采集系统、前视路况数字视频采集系统7、里程计8、模式化结构光发射器2和计算机4组成。后视图像采集系统主要包含高速CCD摄像机3,其直接安装固定于检测车体5的尾部上方外侧。高速CCD摄像机3的光轴垂直于所测路面6;模式化结构光发射器2安装固定于检测车体后部的箱体1内,距离地面20cm到30cm,其形成的模式化结构光与路面形成一锐角α横向照射路面,由摄像机从其正上方被动采集结构光在路面的成像信息。1, the detection system of the present invention is composed of a detection vehicle body 5, a rear view image acquisition system, a front view road condition digital video acquisition system 7, an odometer 8, a patterned structured light transmitter 2 and a computer 4. The rear view image acquisition system mainly includes a high-speed CCD camera 3, which is directly installed and fixed on the outer side above the tail of the detection vehicle body 5. The optical axis of the high-speed CCD camera 3 is perpendicular to the measured road surface 6; the patterned structured light emitter 2 is installed and fixed in the box body 1 at the rear of the detection vehicle body, 20cm to 30cm away from the ground, and the patterned structured light formed by it and the road surface An acute angle α is formed to illuminate the road surface laterally, and the camera passively collects the imaging information of the structured light on the road surface from directly above it.

结合图2,本发明的高速CCD摄像机3、前视路况数字视频采集系统7和模式化结构光发射器2都由里程计8驱动,里程计的一端与检测车体5的里程表相连。带图像采集卡的计算机4通过网卡与高速CCD摄像机3相连,将采集到的图像信号直接转换为数字网络信号进行传递。2, the high-speed CCD camera 3 of the present invention, the forward-looking digital video acquisition system 7 and the patterned structured light transmitter 2 are all driven by the odometer 8, and one end of the odometer is connected to the odometer of the detection vehicle body 5. The computer 4 with the image acquisition card is connected with the high-speed CCD camera 3 through the network card, and the image signals collected are directly converted into digital network signals for transmission.

所述的模式化结构光发射器[2]向路面投射出已知模式的结构光,该模式可为多线形或网格型、及相位编码型,投射光与路面成小角度,并具有一定的覆盖范围;高速CCD摄像机3垂直路面被动采集结构光在路面的成像信息;采用视觉标定方法实现图象空间与实际测量空间的映射,将变形后的结构光与在标准模板上形成的结构光进行对比,对于变形后的结构光图像,通过预处理、灰度校正、二值化、细化并计算线上每点到下切线的距离、根据模板图像标定确定图像上横向每个像素点所代表的实际距离系等步骤可得到路面深度数据。The patterned structured light emitter [2] projects structured light of a known pattern to the road surface. The pattern can be multi-line or grid type, and phase-encoded. The projected light forms a small angle with the road surface and has a certain High-speed CCD camera 3 passively collects the imaging information of structured light on the road surface perpendicular to the road surface; uses the visual calibration method to realize the mapping between the image space and the actual measurement space, and compares the deformed structured light with the structured light formed on the standard template For comparison, for the deformed structured light image, the distance between each point on the line and the lower tangent is calculated through preprocessing, grayscale correction, binarization, thinning, and the distance between each pixel point in the horizontal direction of the image is determined according to the template image calibration. The road surface depth data can be obtained through steps such as the actual distance system represented.

参见图3—图5,本发明的基本原理是利用光的直线传播特性:当一束光线以固定高度和倾角射向地面时,若地面水平,从垂直地面的方向会观测到一条直线;当地面不是水平面时,突起部分会阻碍光线的前进,凹陷部分会使光线走得更远,这样从垂直地面方向观测时会发现得到的是一条曲线,突起部分曲线靠近光源而凹陷部分的曲线远离光源。分析可得偏离的距离和突起(凹陷)的程度有直接的关系,并可通过视觉标定技术获得其变化量的实际测量值。根据这个原理分析垂直地面方向的曲线形状得到路面的凹凸构造情况。图1模拟了一条光线运行的轨迹,图中x轴表示被测路面,z轴表示摄像机拍摄方向,结构光光线由o点射出。图a为路面水平的情况,可以看到当地面水平时,其照射点位于c点。图b为路面出现凸起的情况,由于凸起的阻挡,光线的照射点位于a点,从垂直地面的观察角度看a、c两点的距离就是b、c两点的距离,由于照射的角度是预先确定的,因此可以根据这个角度计算出凸起高度ab。图c为路面出现凹陷的情况,同理,可以得到凹陷深度ab。Referring to Fig. 3-Fig. 5, the basic principle of the present invention is to utilize the linear propagation characteristic of light: when a beam of light shoots to the ground with a fixed height and inclination angle, if the ground is horizontal, a straight line will be observed from the direction perpendicular to the ground; When the surface is not horizontal, the protruding part will hinder the light from advancing, and the concave part will make the light go farther, so that when observed from the vertical direction of the ground, it will be found that it is a curve, the curve of the protruding part is close to the light source and the curve of the concave part is away from the light source . The distance that can be analyzed is directly related to the degree of protrusion (depression), and the actual measurement value of its variation can be obtained through visual calibration technology. According to this principle, the concave-convex structure of the road surface can be obtained by analyzing the curved shape in the vertical direction of the ground. Figure 1 simulates the trajectory of a light. In the figure, the x-axis represents the measured road surface, the z-axis represents the shooting direction of the camera, and the structured light rays are emitted from point o. Figure a shows the situation when the road surface is level. It can be seen that when the ground is level, the irradiation point is at point c. Figure b shows the bump on the road surface. Due to the obstruction of the bump, the irradiation point of the light is located at point a. The distance between points a and c is the distance between points b and c from the observation angle perpendicular to the ground. The angle is predetermined, so the bump height ab can be calculated from this angle. Figure c shows the situation where there is a depression on the road surface. Similarly, the depression depth ab can be obtained.

Claims (4)

1、一种基于结构光投射的表面形状图像检测系统,包括检测车体[5],其特征在于:它还包括后视图像采集系统、前视路况数字视频采集系统[7]、里程计[8]、模式化结构光发射器[2]和计算机[4],后视图像采集系统采用高速CCD摄像机[3],设置于检测车体[5]的尾部上方外侧,其光轴垂直于所测路面[6];前视路况数字视频采集系统[7]和模式化结构光发射器[2]都与里程计[8]连接,模式化结构光发射器[2]设置于检测车体[5]后部;里程计[8]的一端与检测车体[5]的里程表相连;带图像采集卡的计算机[4]设置于检测车体[5]内,与高速CCD摄像机相连。1. A surface shape image detection system based on structured light projection, including the detection vehicle body [5], characterized in that it also includes a rear view image acquisition system, a front view road condition digital video acquisition system [7], an odometer [ 8], a patterned structured light transmitter [2] and a computer [4], the rear view image acquisition system uses a high-speed CCD camera [3], which is set on the outer side above the tail of the detection vehicle body [5], and its optical axis is perpendicular to the Measuring the road surface [6]; the forward-looking digital video acquisition system for road conditions [7] and the patterned structured light transmitter [2] are connected to the odometer [8], and the patterned structured light transmitter [2] is set on the detection vehicle body [ 5] rear portion; one end of the odometer [8] is connected to the odometer of the detection vehicle body [5]; the computer [4] with image acquisition card is arranged in the detection vehicle body [5] and is connected with the high-speed CCD camera. 2、根据权利要求1所述的基于结构光投射的表面形状图像检测系统,其特征在于里程计[8]的信号触发结构光发射器[2]、高速CCD摄像机[3]及前视路况数字视频采集系统[7]。2. The surface shape image detection system based on structured light projection according to claim 1, characterized in that the signal of the odometer [8] triggers the structured light emitter [2], the high-speed CCD camera [3] and the forward-looking road condition digital Video acquisition system [7]. 3、根据权利要求1或2所述的基于结构光投射的表面形状图像检测系统,其特征在于计算机通过网卡与高速CCD摄像机相连。3. The surface shape image detection system based on structured light projection according to claim 1 or 2, characterized in that the computer is connected to a high-speed CCD camera through a network card. 4、根据权利要求1或2所述的基于结构光投射的表面形状图像检测系统,其特征在于所述的模式化结构光发射器[2]设置于检测车体[5]后部的箱体[1]内。4. The surface shape image detection system based on structured light projection according to claim 1 or 2, characterized in that the patterned structured light emitter [2] is arranged in the box at the rear of the detection vehicle body [5] [1] inside.
CNA2007101923822A 2007-12-26 2007-12-26 Surface shape image detection system based on structured light projection Pending CN101470080A (en)

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Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105222752A (en) * 2015-09-29 2016-01-06 中国民用航空总局第二研究所 A kind of portable road face pick-up unit and method using structured light
CN106863331A (en) * 2017-03-14 2017-06-20 深圳广田机器人有限公司 Intelligence finishing robot platform
CN108334476A (en) * 2017-12-29 2018-07-27 北京农业信息技术研究中心 Detection method, the device and system of agricultural machinery working flatness
CN112611344A (en) * 2020-11-30 2021-04-06 北京建筑大学 Autonomous mobile flatness detection method, device and storage medium
CN113466960A (en) * 2021-05-21 2021-10-01 山东威鼎航检测设备有限公司 Method, system and equipment for detecting foreign matters on airport road
CN114164736A (en) * 2021-12-01 2022-03-11 山西省交通科技研发有限公司 Integrated intelligent detection system for road apparent and internal diseases
CN117731244A (en) * 2024-02-19 2024-03-22 天津医科大学总医院 A scoliosis risk early warning system based on infrared thermal imaging

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105222752A (en) * 2015-09-29 2016-01-06 中国民用航空总局第二研究所 A kind of portable road face pick-up unit and method using structured light
CN105222752B (en) * 2015-09-29 2017-12-26 中国民用航空总局第二研究所 A kind of portable road face detection means and method using structure light
CN106863331A (en) * 2017-03-14 2017-06-20 深圳广田机器人有限公司 Intelligence finishing robot platform
CN108334476A (en) * 2017-12-29 2018-07-27 北京农业信息技术研究中心 Detection method, the device and system of agricultural machinery working flatness
CN108334476B (en) * 2017-12-29 2021-11-26 北京农业信息技术研究中心 Method, device and system for detecting flatness of agricultural machine operation
CN112611344A (en) * 2020-11-30 2021-04-06 北京建筑大学 Autonomous mobile flatness detection method, device and storage medium
CN112611344B (en) * 2020-11-30 2023-03-10 北京建筑大学 An autonomous mobile flatness detection method, device and storage medium
CN113466960A (en) * 2021-05-21 2021-10-01 山东威鼎航检测设备有限公司 Method, system and equipment for detecting foreign matters on airport road
CN114164736A (en) * 2021-12-01 2022-03-11 山西省交通科技研发有限公司 Integrated intelligent detection system for road apparent and internal diseases
CN117731244A (en) * 2024-02-19 2024-03-22 天津医科大学总医院 A scoliosis risk early warning system based on infrared thermal imaging
CN117731244B (en) * 2024-02-19 2024-05-10 天津医科大学总医院 A scoliosis risk warning system based on infrared thermal imaging

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