CN107593200B - A tree plant protection system and method based on visible light-infrared technology - Google Patents
A tree plant protection system and method based on visible light-infrared technology Download PDFInfo
- Publication number
- CN107593200B CN107593200B CN201711045147.2A CN201711045147A CN107593200B CN 107593200 B CN107593200 B CN 107593200B CN 201711045147 A CN201711045147 A CN 201711045147A CN 107593200 B CN107593200 B CN 107593200B
- Authority
- CN
- China
- Prior art keywords
- fixed
- binocular
- camera
- gear
- motor
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
- 238000005516 engineering process Methods 0.000 title claims abstract 7
- 238000000034 method Methods 0.000 title claims abstract 5
- 239000003814 drug Substances 0.000 claims abstract 8
- 238000012377 drug delivery Methods 0.000 claims abstract 8
- 241000238631 Hexapoda Species 0.000 claims abstract 6
- 230000000007 visual effect Effects 0.000 claims abstract 5
- 230000003902 lesion Effects 0.000 claims abstract 3
- 235000015097 nutrients Nutrition 0.000 claims 6
- 239000007921 spray Substances 0.000 claims 6
- 238000004458 analytical method Methods 0.000 claims 1
- 238000001514 detection method Methods 0.000 claims 1
- 238000009434 installation Methods 0.000 claims 1
- 230000005855 radiation Effects 0.000 claims 1
- 230000011218 segmentation Effects 0.000 claims 1
- 230000001568 sexual effect Effects 0.000 claims 1
- 125000006850 spacer group Chemical group 0.000 claims 1
- 238000005507 spraying Methods 0.000 claims 1
- 238000001931 thermography Methods 0.000 claims 1
Images
Landscapes
- Catching Or Destruction (AREA)
Abstract
本发明涉及一种基于可见光‑红外技术的树木植保系统及方法,其特征在于该系统包括行进装置、升降装置、减速旋转装置、图像采集处理装置和给药装置;行进装置承载升降装置、减速旋转装置、图像采集处理装置和给药装置,并提供行走动力;所述图像采集处理装置包括单片机处理器、三个CCD相机和一个用于检测叶片上是否有虫的红外相机,其中两个CCD相机用于双目识别标定,另一个CCD相机用于视觉寻迹;用于双目识别标定的两个CCD相机通过一对双目相机机架固定在升降装置上表面上,红外相机通过红外相机机架固定在所述一对双目相机机架中间的升降装置上。本发明可以识别树木病灶,并根据病灶类型定点给药。
The invention relates to a tree plant protection system and method based on visible light-infrared technology. device, image acquisition and processing device and drug delivery device, and provide walking power; the image acquisition and processing device includes a single chip processor, three CCD cameras and an infrared camera for detecting whether there are insects on the leaves, wherein two CCD cameras It is used for binocular recognition and calibration, and the other CCD camera is used for visual tracking; the two CCD cameras used for binocular recognition and calibration are fixed on the upper surface of the lifting device through a pair of binocular camera racks, and the infrared camera is passed through the infrared camera. The frame is fixed on the lifting device in the middle of the pair of binocular camera frames. The present invention can identify tree lesions, and administer medicine according to the type of lesions.
Description
技术领域technical field
本发明属于树木植保技术领域,尤其涉及一种基于可见光-红外技术的树木植保系统及方法。The invention belongs to the technical field of tree plant protection, and in particular relates to a tree plant protection system and method based on visible light-infrared technology.
背景技术Background technique
现在人们对城市的绿植覆盖面积要求越来越高,园林绿化也变得格外重要,树木在春季可能会因为土壤里的营养成分不足而生长缓慢,而在夏季,树木则容易生虫,例如梧桐树在夏天容易生方翅网蝽、霜天蛾等,这会给路过的行人带来不便。Nowadays, people have higher and higher requirements for green plant coverage in cities, and landscaping has become particularly important. Trees may grow slowly in spring due to insufficient nutrients in the soil, while in summer, trees are prone to insects, such as In summer, sycamore trees are prone to grow square-winged nettle bugs, frost hawk moths, etc., which will bring inconvenience to passers-by.
目前园林绿化一般是靠园林绿化工作人员用背式喷雾,或采用升降架辅助人工的方式对树木大量喷撒农药,这样需要耗费大量的人力,且无法精准地在病灶区给药或给予营养液,且大量喷撒的农药会污染环境。针对上述问题,解决方案有多种,现举例如下:申请号为201310463089.0的中国专利提出了一种塑料罩式树木喷药机,该喷药机是先用塑料罩将树木罩全,然后将喷头从塑料罩最上端的中心圆形口放入,拉动喷雾拉绳进行喷药,结束后将塑料罩向上拉起,再进行下一棵树的喷药工作。该产品可对树木均匀给药,且不污染周边环境。但是该专利仍存在一些问题,例如塑料罩折叠收起不易清洗,且易将上一颗病树的虫卵带到下一棵树木上。申请号为201620674257.X的中国专利提出了一种园林树木喷药器,该喷药器是先将药液进行搅拌,然后利用水泵将药液提升至储药仓,储药仓通过液压支架提升至需要给药处,最后通过高处的旋转头进行给药。该专利的优点是可喷到高处树木,节省生产成本。该专利的不足之处在于会在一定程度上污染环境,且无法及时发现病灶并进行给药。At present, landscaping generally relies on landscaping staff to spray a large amount of pesticides on the trees with the back spray, or use the lifting frame to assist the manual method, which requires a lot of manpower, and it is impossible to accurately administer medicine or nutrient solution in the lesion area. , and a large number of sprayed pesticides will pollute the environment. There are many solutions to the above problems. Here is an example. The Chinese patent application No. 201310463089.0 proposes a plastic hood type tree sprayer. Put it in from the central circular opening at the top of the plastic cover, pull the spray rope to spray, and then pull up the plastic cover to spray the next tree. The product can be evenly administered to trees without polluting the surrounding environment. However, there are still some problems in this patent, for example, the plastic cover is not easy to clean when folded and folded, and it is easy to carry the eggs of the previous diseased tree to the next tree. The Chinese patent with the application number 201620674257.X proposes a garden tree sprayer. The sprayer first stirs the medicinal liquid, and then uses a water pump to lift the medicinal liquid to the medicine storage bin, and the medicinal storage bin is lifted by a hydraulic support To the point where the drug needs to be administered, the drug is finally administered through the high rotating head. The advantage of this patent is that it can be sprayed to high trees, saving production costs. The disadvantage of this patent is that it will pollute the environment to a certain extent, and the lesions cannot be detected and administered in time.
为了避免农药浪费,不污染环境,减少人力开销,且能识别树木病灶并精准地对其进行选择性给药,需要有一种更环保、更智能的树木植保装置。In order to avoid waste of pesticides, not pollute the environment, reduce labor costs, and be able to identify tree lesions and accurately selectively administer them, a more environmentally friendly and smarter tree plant protection device is required.
发明内容SUMMARY OF THE INVENTION
本发明旨在解决现有技术的农药浪费,且不能对树木病灶进行精准给药的问题,提出一种可以识别病灶,并根据病灶类型定点给药的树木植保系统及方法。The present invention aims to solve the problem of waste of pesticides in the prior art and inability to accurately administer medicines to tree lesions, and proposes a tree plant protection system and method that can identify the lesions and administer medicines according to the type of the lesions.
本发明的技术方案是:The technical scheme of the present invention is:
一种基于可见光-红外技术的树木植保系统,其特征在于该系统包括行进装置、升降装置、减速旋转装置、图像采集处理装置和给药装置;行进装置承载升降装置、减速旋转装置、图像采集处理装置和给药装置,并提供行走动力;A tree plant protection system based on visible light-infrared technology, characterized in that the system includes a traveling device, a lifting device, a deceleration rotation device, an image acquisition and processing device, and a drug delivery device; the traveling device carries a lifting device, a deceleration rotation device, and an image acquisition and processing device. Devices and drug delivery devices, and provide walking power;
所述减速旋转装置包括齿轮盒、轴承盖板、垂直齿轮轴、滚子轴承、水平圆锥齿轮、垂直圆锥齿轮、水平齿轮轴、水平隔套、电机箱和遮雨板;The deceleration rotating device includes a gear box, a bearing cover, a vertical gear shaft, a roller bearing, a horizontal bevel gear, a vertical bevel gear, a horizontal gear shaft, a horizontal spacer, a motor box and a flashing plate;
所处齿轮盒和电机箱均固定在升降装置的上表面,在齿轮盒和电机箱的上表面固定遮雨板,用于保护电机箱及齿轮盒;所述齿轮盒内安装有水平齿轮轴和垂直齿轮轴,所述水平齿轮轴的中部安装有水平圆锥齿轮,水平齿轮轴的两端均通过滚子轴承及轴承盖板与齿轮盒的前后板连接,水平齿轮轴靠近电机箱的一端穿出齿轮盒,并与电机箱内的电机输出轴连接;所述垂直齿轮轴的一端连接垂直圆锥齿轮,且垂直圆锥齿轮与水平圆锥齿轮相啮合,垂直齿轮轴的另一端穿出齿轮盒的上板及遮雨板,并通过一个滚子轴承及轴承盖板与齿轮盒的上板固定;The gear box and the motor box where it is located are fixed on the upper surface of the lifting device, and a rain shield is fixed on the upper surface of the gear box and the motor box to protect the motor box and the gear box; the horizontal gear shaft and the gear box are installed in the gear box. A vertical gear shaft, a horizontal bevel gear is installed in the middle of the horizontal gear shaft, both ends of the horizontal gear shaft are connected with the front and rear plates of the gear box through roller bearings and bearing cover plates, and one end of the horizontal gear shaft close to the motor box passes through The gear box is connected with the motor output shaft in the motor box; one end of the vertical gear shaft is connected with the vertical bevel gear, and the vertical bevel gear is meshed with the horizontal bevel gear, and the other end of the vertical gear shaft passes through the upper plate of the gear box and flashing plate, and is fixed with the upper plate of the gear box through a roller bearing and bearing cover plate;
所述给药装置包括护栏、药罐、营养液罐、药液导管、营养液管、远程开关阀、软管、套筒、喷药管、喷头和固定螺母;The drug delivery device includes a guardrail, a medicine tank, a nutrient solution tank, a medicine solution conduit, a nutrient solution pipe, a remote switch valve, a hose, a sleeve, a medicine spray pipe, a spray head and a fixing nut;
所述护栏焊接在行走装置上表面上,药罐和营养液罐放置在护栏内,所述药罐和营养液罐分别通过药液导管和营养液管与远程开关阀的两个输入端连接;所述套筒套接在位于齿轮盒上方的垂直齿轮轴上,套筒的上端垂直连接喷药管;所述喷药管的一端连接喷头,另一端通过软管与远程开关阀的输出端连接;软管和喷药管的连接处通过固定螺母固定;The guardrail is welded on the upper surface of the walking device, and the medicine tank and the nutrient solution tank are placed in the guardrail, and the medicine tank and the nutrient solution tank are respectively connected with the two input ends of the remote switch valve through the medicine solution conduit and the nutrient solution pipe; The sleeve is sleeved on the vertical gear shaft located above the gear box, and the upper end of the sleeve is vertically connected to the spray pipe; one end of the spray pipe is connected to the spray head, and the other end is connected to the output end of the remote switch valve through a hose ;The connection between the hose and the spray pipe is fixed by the fixing nut;
所述图像采集处理装置包括单片机处理器、三个CCD相机和一个用于检测叶片上是否有虫的红外相机,其中两个CCD相机用于双目识别标定,另一个CCD相机用于视觉寻迹;用于双目识别标定的两个CCD相机通过一对双目相机机架固定在升降装置上表面上,红外相机通过红外相机机架固定在所述一对双目相机机架中间的升降装置上;用于双目识别标定的两个CCD相机和红外相机的安装高度均与喷头的高度相匹配;用于视觉寻迹的CCD相机通过寻迹相机机架焊接在行走装置的上表面上,且位于行走装置的前部;所述单片机处理器固定在遮雨板下方的升降装置上,单片机处理器分别与三个CCD相机、一个红外相机、升降装置的动力元件、减速旋转装置的电机、远程开关阀及行进装置的动力元件电连接。The image acquisition and processing device includes a single-chip processor, three CCD cameras and an infrared camera for detecting whether there are insects on the leaves, wherein two CCD cameras are used for binocular identification and calibration, and the other CCD camera is used for visual tracking. ;The two CCD cameras used for binocular recognition and calibration are fixed on the upper surface of the lifting device through a pair of binocular camera frames, and the infrared camera is fixed on the lifting device in the middle of the pair of binocular camera frames through the infrared camera frame The installation heights of the two CCD cameras and infrared cameras used for binocular recognition and calibration are matched with the height of the nozzle; the CCD camera used for visual tracking is welded on the upper surface of the traveling device through the tracking camera frame, and is located in the front part of the traveling device; the single-chip processor is fixed on the lifting device under the rain shield, and the single-chip processor is respectively connected with three CCD cameras, an infrared camera, the power element of the lifting device, the motor of the deceleration rotating device, The remote on-off valve and the power element of the traveling device are electrically connected.
一种基于可见光-红外技术的树木植保方法,该方法使用上述的系统,具体步骤是:A tree plant protection method based on visible light-infrared technology, the method uses the above-mentioned system, and the specific steps are:
第一步,在待给药的植物区域的地面上设置白线,行进装置承载升降装置、减速旋转装置、图像采集处理装置及给药装置根据视觉寻迹的方式行进,行进的路线以白线做引导线,通过用于视觉寻迹的CCD相机采集对路面白线轨迹信息,并将路面检测信号反馈给单片机处理器,单片机处理器对采集到的信号进行分析并控制行走装置的主动轮的转速;The first step is to set a white line on the ground of the plant area to be administered. The traveling device carries the lifting device, the deceleration rotating device, the image acquisition and processing device and the drug delivery device according to the way of visual tracing. As a guide line, the track information of the white line on the road is collected by the CCD camera used for visual tracking, and the road detection signal is fed back to the single-chip processor. The single-chip processor analyzes the collected signal and controls the driving wheel of the walking device. Rotating speed;
第二步,在行进中,使用用于双目识别标定的两个CCD相机实时采集整体图像,并通过基于轮廓的匹配算法判断为树木图像时,行进装置停止移动,用于双目识别标定的CCD相机再次采集树木图像,单片机处理器对采集到的树木图像进行去噪处理,然后将去噪后的树木图像进行颜色阈值分割,设定颜色阈值,将前景图和背景图分开,对前景图进行RGB数值分析,识别判断植物是否正常或缺失必要元素或患病;与此同时,红外相机也在工作,采用热成像技术分析虫类散发的热辐射,设定红外阈值,通过分割算法,判断否有虫害;然后再应用双目视觉原理,标定定位缺素、病变或发虫区域,将用于双目识别标定的两个CCD相机和用于检测叶片上是否有虫的红外相机检测到的信号传递给单片机处理器;由单片机处理器控制升降装置的升降和减速旋转装置的转动,判断给药方式后,发送给药信号给远程开关阀,远程开关阀控制药罐和营养液罐的开关状态,从而对树木进行选择性喷撒。In the second step, when traveling, use two CCD cameras for binocular recognition and calibration to collect the overall image in real time, and when it is judged as a tree image through the contour-based matching algorithm, the traveling device stops moving, which is used for binocular recognition and calibration. The CCD camera collects the tree image again, and the single-chip processor denoises the collected tree image, and then divides the denoised tree image with a color threshold, sets the color threshold, separates the foreground image and the background image, and separates the foreground image from the background image. Carry out RGB numerical analysis to identify and judge whether the plant is normal or lacks necessary elements or is diseased; at the same time, the infrared camera is also working, using thermal imaging technology to analyze the thermal radiation emitted by insects, setting infrared thresholds, and using segmentation algorithms to determine Whether there are insect pests; and then apply the principle of binocular vision to calibrate and locate the areas with lack of nutrients, lesions or insects, and the two CCD cameras used for binocular identification and calibration and the infrared camera used to detect whether there are insects on the leaves. The signal is transmitted to the single-chip processor; the single-chip processor controls the lifting of the lifting device and the rotation of the deceleration rotating device. After judging the drug delivery method, the drug delivery signal is sent to the remote switch valve, which controls the switch of the medicine tank and the nutrient solution tank. state to selectively spray trees.
与现有技术相比,本发明有益效果在于:Compared with the prior art, the beneficial effects of the present invention are:
1、本发明通过全新的结构设计,通过水平圆锥齿轮和垂直圆锥齿轮配合实现套筒减速旋转,增强了喷头的可控性。1. The present invention realizes the deceleration and rotation of the sleeve through the cooperation of the horizontal bevel gear and the vertical bevel gear through a new structural design, which enhances the controllability of the nozzle.
2、本发明安装有寻迹相机机架,内置CCD相机,相机可识别路面标记,并将信号传递给单片机处理器,由单片机处理器驱动电机控制小车前进,节省了大量人力。2. The invention is equipped with a tracking camera frame with a built-in CCD camera, the camera can identify road markings, and transmit the signal to the single-chip processor, which drives the motor to control the car to move forward, saving a lot of manpower.
3、本发明中的图像采集装置中采用两个CCD相机,运用了双目识别标定和颜色阈值分割方法可以识别树叶缺营养的地方,对采集的树叶图像进行去噪、G单通道灰度化、G通道颜色阈分割,识别判断植物是否正常或缺失必要元素或患病(如偏黄,缺氮,钾,亦或者叶片呈褐色干枯,黄萎病等),如果需要给予营养液,则控制远程开关阀给予营养液,实现了定点给养,避免了浪费;采用红外相机,通过热成像技术分析昆虫、飞蛾等散发的热辐射,设定合适阈值,通过分割算法,判断否有虫害,识别有虫的区域,如有虫害则控制远程开关阀进行给药,避免了农药浪费,能够有效地保护环境。3. Two CCD cameras are used in the image acquisition device of the present invention, and the binocular recognition calibration and color threshold segmentation methods can be used to identify the places where the leaves lack nutrients, and the collected leaf images are denoised and G single-channel grayscale. , G channel color threshold segmentation, identify and judge whether the plant is normal or lacks necessary elements or is diseased (such as yellowishness, nitrogen deficiency, potassium, or leaves are brown and dry, verticillium wilt, etc.), if nutrient solution needs to be given, control The nutrient solution is supplied by the remote switch valve, which realizes the fixed-point ration and avoids waste; the infrared camera is used to analyze the thermal radiation emitted by insects and moths through thermal imaging technology, and the appropriate threshold is set. In the area with insects, if there are insect pests, the remote switch valve will be controlled for drug administration, which avoids the waste of pesticides and can effectively protect the environment.
4、本发明的护栏内可以放置多种药罐,通过单片机处理器对远程开关阀的控制,可实现树木给药的多样化和自动化,有效节省人力。4. A variety of medicine pots can be placed in the guardrail of the present invention, and through the control of the remote switch valve by the single-chip processor, the diversification and automation of the tree medicine can be realized, and the manpower can be effectively saved.
附图说明Description of drawings
图1为本发明基于可见光-红外技术的树木植保系统的整体结构示意图;Fig. 1 is the overall structure schematic diagram of the tree plant protection system based on visible light-infrared technology of the present invention;
图2为本发明基于可见光-红外技术的树木植保系统的齿轮盒的立体结构示意图;Fig. 2 is the three-dimensional structure schematic diagram of the gear box of the tree plant protection system based on the visible light-infrared technology of the present invention;
图3为本发明基于可见光-红外技术的树木植保系统的给药装置的立体结构示意图;Fig. 3 is the three-dimensional structure schematic diagram of the drug delivery device of the tree plant protection system based on the visible light-infrared technology of the present invention;
图4为本发明基于可见光-红外技术的树木植保系统的图像采集及处理装置的结构示意图;图5为本发明的工作流程图;Fig. 4 is the structural schematic diagram of the image acquisition and processing device of the tree plant protection system based on the visible light-infrared technology; Fig. 5 is the working flow chart of the present invention;
图中:10、车板;11、电源支撑板;12、支撑杆;13、直流电源;14、电机;15、主动轮;16、从动轮;17、车轴;18、车轮固定架;20、固定卡;21、支架杆;22、滚轮;23、转轴;24、液压缸;25、升降平台;26、蓄电池;50、护栏;511、药罐;512、营养液罐;52、药液导管;53、营养液管;54、远程开关阀;55、软管;56、套筒;57、喷药管;58、喷头;59、固定螺母;40、双目相机机架;41、红外相机机架;43、单片机处理器;42、寻迹照相机机架;30、齿轮盒;31、轴承盖板;32、垂直齿轮轴;33、滚子轴承;34、水平圆锥齿轮;35、垂直圆锥齿轮;36、水平齿轮轴;37、水平隔套;38、电机箱;39、遮雨板。In the figure: 10, vehicle plate; 11, power support plate; 12, support rod; 13, DC power supply; 14, motor; 15, driving wheel; 16, driven wheel; 17, axle; 18, wheel fixing frame; 20, Fixed card; 21, support rod; 22, roller; 23, shaft; 24, hydraulic cylinder; 25, lifting platform; 26, battery; 50, guardrail; 511, medicine tank; 512, nutrient solution tank; 52, medicine liquid conduit ;53, nutrient solution pipe; 54, remote switch valve; 55, hose; 56, sleeve; 57, spray pipe; 58, spray head; 59, fixing nut; 40, binocular camera frame; 41, infrared camera Rack; 43, single chip processor; 42, tracking camera rack; 30, gear box; 31, bearing cover; 32, vertical gear shaft; 33, roller bearing; 34, horizontal bevel gear; 35, vertical cone Gear; 36, horizontal gear shaft; 37, horizontal spacer; 38, motor box; 39, rain shield.
具体实施方式Detailed ways
下面结合实施例和附图对本发明作进一步详细描述,但并不以此作为对本申请保护范围的限定。The present invention will be described in further detail below with reference to the embodiments and accompanying drawings, but this is not intended to limit the protection scope of the present application.
本发明基于可见光-红外技术的树木植保系统(简称系统,参见图1-3)包括行进装置、升降装置、减速旋转装置、图像采集处理装置和给药装置;行进装置承载升降装置、减速旋转装置、图像采集处理装置和给药装置;The tree plant protection system (referred to as the system, see Figures 1-3) based on the visible light-infrared technology of the present invention includes a traveling device, a lifting device, a deceleration rotating device, an image acquisition and processing device, and a drug delivery device; the traveling device carries a lifting device and a deceleration rotating device. , image acquisition and processing device and drug delivery device;
所述行进装置包括车板10、电源支撑板11、支撑杆12、直流电源13、电机14、主动轮15、从动轮16、车轴17和车轮固定架18;所述车板10的下表面前后均通过相应的支撑杆12连接有电源支撑板11,电源支撑板11的上表面放置直流电源13,电源支撑板11的下表面左右对称安装有车轮固定架18,每个车轮固定架18上均安装有一个车轮,相邻两个车轮之间通过车轴17连接;在位于车板10前方的两个车轮固定架18上均安装有电机14,电机14与直流电源13连接,电机14所连接的车轮为主动轮15,电机14给相应的主动轮提供动力,位于车板10后方的两个车轮为从动轮16;The traveling device includes a
所述升降装置包括固定卡20、支架杆21、滚轮22、转轴23、液压缸24、升降平台25和蓄电池26;多个支架杆21相互交叉连接固定,同一高度上的两个支架杆21通过转轴23连接,支架杆21相对转轴23能够自由转动,位于最底层的两个支架杆21上一端通过固定卡20固定在车板10上,另一端通过滚轮22与车板10滑动接触;位于最高层的两个支架杆21上的结构与位于最底层的两个支架杆21上的结构相同,一端通过相应的固定卡20固定在升降平台25下表面,另一端通过相应滚轮22与升降平台25下表面滑动接触;所述液压杆24固定在车板10上,且液压缸24的缸杆固定在最底层的转轴23与相对的最上层的转轴23之间,所述蓄电池26固定在车板10上,为液压缸24供电;在升降装置升降的过程中,与车板10滑动接触的滚轮22由支架杆21的牵引在车板10上滚动,与升降平台25滑动接触的滚轮22由相应支架杆21的牵引在升降平台25的下表面滚动;液压缸24的伸缩推动整个升降装置的升降;The lifting device includes a fixed
所述减速旋转装置包括齿轮盒30、轴承盖板31、垂直齿轮轴32、滚子轴承33、水平圆锥齿轮34、垂直圆锥齿轮35、水平齿轮轴36、水平隔套37、电机箱38和遮雨板39;The deceleration rotating device includes a
所处齿轮盒30和电机箱38均固定在升降平台25的上表面,在齿轮盒30和电机箱38的上表面固定遮雨板39,用于保护电机箱38及齿轮盒30;所述齿轮盒30内安装有水平齿轮轴36和垂直齿轮轴32,所述水平齿轮轴36的中部安装有水平圆锥齿轮34,水平齿轮轴36的两端均通过一个滚子轴承33及轴承盖板31与齿轮盒30的前后板连接,水平齿轮轴36靠近电机箱38的一端穿出齿轮盒30,并与电机箱38内的电机输出轴连接;所述垂直齿轮轴32的一端连接垂直圆锥齿轮35,且垂直圆锥齿轮35与水平圆锥齿轮34相啮合,垂直齿轮轴32的另一端穿出齿轮盒30的上板及遮雨板39,并通过一个滚子轴承33及31与齿轮盒30的上板固定;The
电机箱38内的电机带动水平齿轮轴36转动,在水平齿轮轴36前后两侧均套接有滚子轴承33,所述滚子轴承33内有滚子,滚子轴承33的内环能跟随滚子转动而转动,水平圆锥齿轮34套接在水平齿轮轴36上,水平齿轮轴36的水平转动可带动水平圆锥齿轮34在垂直方向转动,水平圆锥齿轮34与垂直圆锥齿轮35啮合,垂直圆锥齿轮35能带动垂直齿轮轴32转动。The motor in the
所述给药装置(参见图3)包括护栏50、药罐511、营养液罐512、药液导管52、营养液管53、远程开关阀54、软管55、套筒56、喷药管57、喷头58和固定螺母59;The drug delivery device (see FIG. 3 ) includes a
所述护栏50焊接在车板10上,药罐511和营养液罐512放置在护栏50内,所述药罐511和营养液罐512分别通过药液导管52和营养液管53与远程开关阀54的两个输入端连接;所述套筒56套接在位于齿轮盒30上方的垂直齿轮轴32上,套筒56的上端垂直连接喷药管57;所述喷药管57的一端连接喷头58,另一端通过软管55与远程开关阀54的输出端连接;软管55和喷药管57的连接处通过固定螺母59固定。The
套筒56套接在减速旋转装置的垂直齿轮轴32上,能跟随垂直齿轮轴32转动而转动,进而带动喷头58转动。The
所述图像采集处理装置(参见图4)包括单片机处理器43、三个CCD相机和一个用于检测叶片上是否有虫的红外相机,其中两个CCD相机用于双目识别标定,另一个CCD相机用于视觉寻迹;用于双目识别标定的两个CCD相机通过一对双目相机机架40固定在升降平台25上,红外相机通过红外相机机架41固定在所述一对双目相机机架40中间的升降平台25上;用于双目识别标定的两个CCD相机和红外相机的安装高度均与喷头58的高度相匹配;用于视觉寻迹的CCD相机通过寻迹相机机架42焊接在车板10的上,且位于车板10的前部,用于收集路面信息;所述单片机处理器43固定在遮雨板39下方的升降平台25上,单片机处理器43分别与三个CCD相机、一个红外相机、升降装置的液压缸、减速旋转装置的电机、远程开关阀及行进装置的电机电连接。The image acquisition and processing device (see FIG. 4 ) includes a single-
本发明基于可见光-红外技术的树木植保方法,该方法使用上述的系统,具体步骤是:The present invention is based on the tree plant protection method of visible light-infrared technology, the method uses the above-mentioned system, and the concrete steps are:
第一步,在待给药的植物区域的地面上设置白线,行进装置承载升降装置、减速旋转装置、图像采集处理装置及给药装置根据视觉寻迹的方式行进,行进的路线以白线做引导线,通过用于视觉寻迹的CCD相机采集对路面白线轨迹信息,并将路面检测信号反馈给单片机处理器,单片机处理器对采集到的信号进行分析并控制两个主动轮的转速;The first step is to set a white line on the ground of the plant area to be administered. The traveling device carries the lifting device, the deceleration rotating device, the image acquisition and processing device and the drug delivery device according to the way of visual tracing. Make a guide line, collect the track information of the white line on the road through the CCD camera used for visual tracking, and feed back the road detection signal to the single-chip processor, which analyzes the collected signal and controls the speed of the two driving wheels ;
第二步,在行进中,使用用于双目识别标定的两个CCD相机实时采集整体图像,并通过基于轮廓的匹配算法判断为树木图像时,行进装置停止移动,用于双目识别标定的CCD相机再次采集树木图像,单片机处理器对采集到的树木图像进行去噪处理,然后将去噪后的树木图像进行颜色阈值分割,取一个颜色阈值,将前景图和背景图分开,对前景图进行RGB数值分析,识别判断植物是否正常或缺失必要元素或患病(如偏黄,缺氮,钾,亦或者叶片呈褐色干枯,黄萎病等);与此同时,红外相机也在工作,采用热成像技术,分析昆虫、飞蛾等散发的热辐射,设定红外阈值,通过分割算法,判断否有虫害;然后再应用双目视觉原理,标定定位缺素、病变或发虫区域,将用于双目识别标定的两个CCD相机和用于检测叶片上是否有虫的红外相机检测到的信号传递给单片机处理器;由单片机处理器控制升降装置的升降和减速旋转装置的转动,判断给药方式后,发送给药信号给远程开关阀,远程开关阀控制药罐和营养液罐的开关状态,从而对树木进行选择性喷撒。In the second step, when traveling, use two CCD cameras for binocular recognition and calibration to collect the overall image in real time, and when it is judged as a tree image by the contour-based matching algorithm, the traveling device stops moving, which is used for binocular recognition and calibration. The CCD camera collects the tree image again, the single-chip processor denoises the collected tree image, and then performs color threshold segmentation on the denoised tree image, takes a color threshold, separates the foreground image and the background image, and separates the foreground image from the background image. Perform RGB numerical analysis to identify and judge whether the plant is normal or lacks essential elements or is diseased (such as yellowishness, nitrogen deficiency, potassium deficiency, or brown and dry leaves, verticillium wilt, etc.); at the same time, the infrared camera is also working, Thermal imaging technology is used to analyze the thermal radiation emitted by insects, moths, etc., and the infrared threshold is set, and the segmentation algorithm is used to determine whether there is insect damage; The signals detected by the two CCD cameras used for binocular identification and calibration and the infrared camera used to detect whether there are insects on the leaves are transmitted to the single-chip processor; After the dosing method, the dosing signal is sent to the remote switch valve, and the remote switch valve controls the switch state of the medicine tank and the nutrient solution tank, so as to selectively spray the trees.
本发明系统的工作流程是:打开该系统开关,视觉寻迹引导行进装置前进,行进中用于双目识别标定的CCD相机采集图像,CCD相机将图像传回单片机处理器,并通过基于轮廓的匹配算法判断是否为树木图像时,若检测到树木图像,则行进装置停止移动;若没有检测到树木图像,则行进装置继续在视觉寻迹引导下前进。The work flow of the system of the invention is as follows: turn on the system switch, the visual tracking guides the traveling device to move forward, the CCD camera used for binocular recognition and calibration collects the image during the traveling, the CCD camera transmits the image back to the single-chip processor, and the contour-based image is collected by the CCD camera. When the matching algorithm determines whether it is a tree image, if a tree image is detected, the traveling device stops moving; if no tree image is detected, the traveling device continues to move under the guidance of visual tracking.
行进装置停止移动时,用于双目识别标定的CCD相机再次采集树木图像,单片机处理器对采集到的树木图像进行去噪处理,然后将去噪后的树木图像进行颜色阈值分割,取一个颜色阈值,将前景图和背景图分开,对前景图进行RGB数值分析,识别判断植物是否正常或缺失必要元素或患病;与此同时,红外相机也在工作,采用热成像技术,分析昆虫、飞蛾等散发的热辐射,设定红外阈值,通过分割算法,判断否有虫害。若植物只缺乏营养但没有虫,用于双目识别标定的CCD相机根据双目视觉原理标定三维坐标,给药喷头转动到相应位置,控制远程开关阀开启营养液罐阀门;若植物缺乏营养且有虫,用于双目识别标定的CCD相机根据双目视觉原理标定三维坐标,给药喷头转动到相应位置,控制远程开关阀开启营养液罐阀门和药罐阀门;若植物只有虫但不缺乏营养,用于双目识别标定的CCD相机根据双目视觉原理标定三维坐标,给药喷头转动到相应位置,控制远程开关阀开启药罐阀门;若植物既不缺乏营养,也没有虫,那么行进装置继续前进。When the traveling device stops moving, the CCD camera used for binocular recognition and calibration collects the tree image again, and the single-chip processor denoises the collected tree image, and then performs color threshold segmentation on the denoised tree image, and takes a color Threshold, separates the foreground image from the background image, and performs RGB numerical analysis on the foreground image to identify and judge whether the plant is normal or lacks necessary elements or is diseased; at the same time, the infrared camera is also working, using thermal imaging technology to analyze insects, fly The thermal radiation emitted by moths, etc., sets the infrared threshold, and judges whether there is pest infestation through the segmentation algorithm. If the plant only lacks nutrients but has no insects, the CCD camera used for binocular identification and calibration calibrates the three-dimensional coordinates according to the principle of binocular vision, the dosing nozzle rotates to the corresponding position, and the remote switch valve is controlled to open the valve of the nutrient solution tank; if the plant lacks nutrients and If there are insects, the CCD camera used for binocular identification and calibration calibrates the three-dimensional coordinates according to the principle of binocular vision, the dosing nozzle rotates to the corresponding position, and the remote switch valve is controlled to open the valve of the nutrient solution tank and the valve of the medicine tank; if the plant has only insects but not lack Nutrition, the CCD camera used for binocular identification and calibration calibrates the three-dimensional coordinates according to the principle of binocular vision, the dosing nozzle is rotated to the corresponding position, and the remote switch valve is controlled to open the valve of the medicine tank; if the plant is neither lacking in nutrients nor insects, then the The device moves on.
实施例1Example 1
本实施例基于可见光-红外技术的树木植保系统包括行进装置、升降装置、减速旋转装置、图像采集处理装置和给药装置;行进装置承载升降装置、减速旋转装置、图像采集处理装置和给药装置;The tree plant protection system based on the visible light-infrared technology in this embodiment includes a traveling device, a lifting device, a decelerating rotation device, an image acquisition and processing device, and a drug delivery device; the traveling device carries a lifting device, a deceleration rotation device, an image acquisition and processing device, and a drug delivery device. ;
所述行进装置包括车板10、电源支撑板11、支撑杆12、直流电源13、电机14、主动轮15、从动轮16、车轴17、车轮固定架18。上述直流电源13放置于电源支撑板11上,通过四根支撑杆12连接在车板10下侧,用于给驱动两个主动轮15的电机供电;两个电机14的转轴分别焊接在电源支撑板11下侧的车轮固定架18,分别驱动两个主动轮15转动,两个从动轮16则通过后部电源支撑板11下的车轮固定架18与车轴17固定并连接。The traveling device includes a
所述升降装置包括固定卡20、支架杆21、滚轮22、转轴23、液压缸24、升降平台25、蓄电池26。上述支架杆21通过转轴23连接,每个支架杆21都可以通过转轴23自由转动,所述升降装置底部一侧通过一对固定卡20固定于车板10上,另一侧安装滚轮22,在升降装置升降的过程中,滚轮22由支架杆21的牵引在车板10上滚动,所述升降装置顶部一侧通过一对固定卡20固定在升降平台25下,另一侧通过安装有滚轮22的支架杆21支撑,在升降装置升降的过程中,滚轮22由支架杆21的牵引在升降平台25下滚动。上述液压缸24一侧连接在靠近升降平台25的转轴23上,另一侧连接在固定在车板10的转轴23上,液压缸24的伸缩推动整个升降装置的升降,蓄电池26为升降装置提供电能。The lifting device includes a fixed
所述减速旋转装置包括齿轮盒30、轴承盖板31、垂直齿轮轴32、滚子轴承33、水平圆锥齿轮34、垂直圆锥齿轮35、水平齿轮轴36、水平隔套37、电机箱38、遮雨板39。上述齿轮盒30焊接在升降平台25上,垂直齿轮轴32中间凸台使滚子轴承33与轴承盖板31贴合,并与齿轮盒30的上板固定,滚子轴承33内有滚子,滚子轴承33的内环可跟随滚子转动而转动,垂直齿轮轴32的末段套接垂直圆锥齿轮35,垂直圆锥齿轮35可带动垂直齿轮轴32转动,水平圆锥齿轮34与垂直圆锥齿轮35啮合,水平圆锥齿轮34套接在水平齿轮轴36上,在水平齿轮轴36前后两侧分别套接有滚子轴承33,并由轴承盖板31固定在齿轮盒30的前后板上,水平齿轮轴36一侧向外伸出,与电机箱38转轴固定,电机箱38内提供电源,遮雨板39焊接在升降平台25上,用于保护电机箱38及齿轮盒30。The deceleration rotating device includes a
电机箱38内的电机带动水平齿轮轴36转动,在水平齿轮轴36前后两侧均套接有滚子轴承33,滚子轴承33的内环能跟随滚子转动而转动,水平齿轮轴36的水平转动可带动水平圆锥齿轮34在垂直方向转动,水平圆锥齿轮34与垂直圆锥齿轮35啮合,能使垂直锥齿轮35在水平方向转动,进而带动垂直齿轮轴32在垂直方向转动。The motor in the
所述给药装置包括护栏50、药罐511、营养液罐512、药液导管52、营养液管53、远程开关阀54、软管55、套筒56、喷药管57、喷头58、固定螺母59。所述护栏50焊接在车板10上,药罐511和营养液罐512放置在护栏50内,药液导管52连接药罐511和远程开关阀54的一个输入端,营养液管53连接营养液罐512和远程开关阀54的另一个输入端,套筒56套接在减速旋转装置的垂直齿轮轴32上,可跟随垂直齿轮轴32转动而转动,套筒56最顶端有孔,喷药管57穿过套筒56顶端连接喷头58,喷药管57和远程开关阀54的输出端之间采用软管55连接,并用一对固定螺母59固定。The drug delivery device includes a
上述实施例仅为本发明的较佳的实例而已,并非是对本发明实施方式的限定,对于所属领域的普通技术人员来说,在上述说明的基础上还可以做出其它不同形式的变化或变动,这里无需也无法对所有的实施方式予以穷举,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本发明的保护范围之内。The above-mentioned embodiments are only preferred examples of the present invention, and are not intended to limit the embodiments of the present invention. For those of ordinary skill in the art, other changes or changes in different forms can also be made on the basis of the above-mentioned descriptions. , it is unnecessary and impossible to enumerate all the embodiments here, and any modifications, equivalent replacements and improvements made within the spirit and principle of the present invention should be included within the protection scope of the present invention.
本发明中所述的基于轮廓的匹配算法、双目视觉原理、颜色阈值分割、分割算法均为现有技术。The contour-based matching algorithm, the principle of binocular vision, the color threshold segmentation, and the segmentation algorithm described in the present invention are all in the prior art.
本发明未述及之处适用于现有技术。What is not described in the present invention applies to the prior art.
Claims (4)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711045147.2A CN107593200B (en) | 2017-10-31 | 2017-10-31 | A tree plant protection system and method based on visible light-infrared technology |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711045147.2A CN107593200B (en) | 2017-10-31 | 2017-10-31 | A tree plant protection system and method based on visible light-infrared technology |
Publications (2)
Publication Number | Publication Date |
---|---|
CN107593200A CN107593200A (en) | 2018-01-19 |
CN107593200B true CN107593200B (en) | 2022-05-27 |
Family
ID=61083982
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201711045147.2A Expired - Fee Related CN107593200B (en) | 2017-10-31 | 2017-10-31 | A tree plant protection system and method based on visible light-infrared technology |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107593200B (en) |
Families Citing this family (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108353709A (en) * | 2018-01-31 | 2018-08-03 | 深圳春沐源控股有限公司 | Control method and device are implemented in plant protection |
CN108633576A (en) * | 2018-07-13 | 2018-10-12 | 芜湖若科自动化科技有限公司 | A kind of plant snow removing equipment |
CN109001115A (en) * | 2018-07-25 | 2018-12-14 | 中国医学科学院生物医学工程研究所 | A kind of mahogany furniture material discrimination instrument |
CN109470642B (en) * | 2018-10-16 | 2021-10-22 | 烟台华腾技术有限公司 | Forestry plant diseases and insect pests quick diagnosis device |
CN109566583A (en) * | 2018-12-13 | 2019-04-05 | 中国农业大学 | Pure electric vehicle based on machine vision ground gap adjustable flow spraying machine |
CN110501350B (en) * | 2019-01-21 | 2024-11-15 | 湖南文理学院 | A device for monitoring crop diseases |
CN109744169B (en) * | 2019-03-12 | 2023-09-08 | 天津大学 | Individual detection device for poultry raised in cages |
CN110050776B (en) * | 2019-05-16 | 2023-10-20 | 西南大学 | Chilli pesticide spraying robot and control method thereof |
CN110036821A (en) * | 2019-05-24 | 2019-07-23 | 安阳师范学院 | It is a kind of for the growth supporting of high value trees and detection system |
CN110679238B (en) * | 2019-11-21 | 2024-04-02 | 山东农业大学 | Orchard ditching and fertilizing device and method |
CN110742054A (en) * | 2019-11-29 | 2020-02-04 | 河北工业大学 | A vibrating bird repellent device for transmission line |
CN111887055A (en) * | 2019-12-14 | 2020-11-06 | 广西大学 | Deformable spherical shell device based on binocular vision prediction of fruit forest yield and disease |
CN111596035B (en) * | 2020-06-22 | 2020-12-15 | 江西江磷肥业有限公司 | Device for detecting lack of fertilizer in street trees |
CN112352758B (en) * | 2020-10-22 | 2022-04-05 | 湖南广播电视大学(湖南网络工程职业学院) | Protection device is used in waxberry production based on wireless sensor network |
CN113596310B (en) * | 2021-08-06 | 2023-04-07 | 广西壮族自治区农业科学院 | Device for observing sugarcane blooming and collecting data |
CN113925036A (en) * | 2021-09-19 | 2022-01-14 | 南京农业大学 | A precise automatic spraying device based on machine vision |
CN114241047B (en) * | 2021-12-02 | 2023-04-07 | 广西大学 | Binocular vision identification and positioning method for garden hedgerow trimming |
CN116267161A (en) * | 2022-11-30 | 2023-06-23 | 兰州理工大学 | Self-locking biogas slurry water and fertilizer integration precision hole irrigation robot and irrigation method |
Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101701915A (en) * | 2009-11-13 | 2010-05-05 | 江苏大学 | Grain insect detection device and method based on visible light-near infrared binocular machine vision |
CN102084794A (en) * | 2010-10-22 | 2011-06-08 | 华南农业大学 | Method and device for early detecting crop pests based on multisensor information fusion |
CN102435174A (en) * | 2011-11-01 | 2012-05-02 | 清华大学 | Obstacle detection method and device based on hybrid binocular vision |
CN102800083A (en) * | 2012-06-19 | 2012-11-28 | 中国农业大学 | Crop spraying positioning method based on binocular vision gridding partition matching algorithm |
CN204104581U (en) * | 2014-04-18 | 2015-01-21 | 浙江大学 | A kind of automatic target detection spraying system based on binocular vision technology |
CN105230224A (en) * | 2015-11-06 | 2016-01-13 | 嘉兴职业技术学院 | Intelligent weeding machine and weed removing method thereof |
CN106841304A (en) * | 2017-02-07 | 2017-06-13 | 贵阳学院 | The method that corps diseases and overall merit degree of disease are monitored with infrared image |
CN207322133U (en) * | 2017-10-31 | 2018-05-08 | 河北工业大学 | A kind of trees plant protection system based on visible ray-infrared technique |
-
2017
- 2017-10-31 CN CN201711045147.2A patent/CN107593200B/en not_active Expired - Fee Related
Patent Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101701915A (en) * | 2009-11-13 | 2010-05-05 | 江苏大学 | Grain insect detection device and method based on visible light-near infrared binocular machine vision |
CN102084794A (en) * | 2010-10-22 | 2011-06-08 | 华南农业大学 | Method and device for early detecting crop pests based on multisensor information fusion |
CN102435174A (en) * | 2011-11-01 | 2012-05-02 | 清华大学 | Obstacle detection method and device based on hybrid binocular vision |
CN102800083A (en) * | 2012-06-19 | 2012-11-28 | 中国农业大学 | Crop spraying positioning method based on binocular vision gridding partition matching algorithm |
CN204104581U (en) * | 2014-04-18 | 2015-01-21 | 浙江大学 | A kind of automatic target detection spraying system based on binocular vision technology |
CN105230224A (en) * | 2015-11-06 | 2016-01-13 | 嘉兴职业技术学院 | Intelligent weeding machine and weed removing method thereof |
CN106841304A (en) * | 2017-02-07 | 2017-06-13 | 贵阳学院 | The method that corps diseases and overall merit degree of disease are monitored with infrared image |
CN207322133U (en) * | 2017-10-31 | 2018-05-08 | 河北工业大学 | A kind of trees plant protection system based on visible ray-infrared technique |
Non-Patent Citations (4)
Title |
---|
一种红外与可见光融合的"双双目"立体视觉系统的标定方法研究;赵美蓉等;《光学技术》;20170915(第05期);全文 * |
基于OpenCV的红外与可见光双摄像机标定方法研究;任贵文;《科学技术与工程》;20160128(第03期);全文 * |
基于机器视觉的喷雾定位系统设计;刘涛等;《中国农机化学报》;20160615(第06期);全文 * |
红外与可见光双摄像机标定方法研究;胡广胜等;《科技创新与应用》;20170208(第04期);全文 * |
Also Published As
Publication number | Publication date |
---|---|
CN107593200A (en) | 2018-01-19 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107593200B (en) | A tree plant protection system and method based on visible light-infrared technology | |
CN207322133U (en) | A kind of trees plant protection system based on visible ray-infrared technique | |
CN102613162B (en) | A self-propelled automatic target precision spraying machine | |
CN102017938A (en) | Greenhouse suspended self-propelled target-oriented sprayer system and operation method thereof | |
CN104082268B (en) | Self-adaptive orchard sprayer | |
CN110235882A (en) | A multi-sensor based precision variable fruit tree pesticide application robot | |
CN110859087B (en) | A multifunctional tea picking robot | |
CN104820947B (en) | A kind of farmland intelligence spray robot based on suspended chain conveyer | |
CN104834313B (en) | A kind of greenhouse intelligence spray robot and method based on RFID | |
KR101368090B1 (en) | Operating method conveyance device for a spraying agricultural chemical | |
CN202907683U (en) | Efficient weeding robot based on multi-spectral vision | |
CN104850123B (en) | A kind of greenhouse intelligence spray robot and method based on electromagnetic detection | |
CN104834312A (en) | RFID-based farmland intelligent medicine spaying robot | |
CN111587872A (en) | A robot for spraying pesticides | |
CN110199637A (en) | A kind of rupture of membranes based on infrared technique draws seedling banking machine | |
CN208002736U (en) | A kind of adaptive desktop cleaning equipment | |
CN105994240A (en) | Self-walking spray rod type variable-rate sprayer | |
CN116569901A (en) | Agricultural pesticide spraying robot and control method | |
CN104834311A (en) | Greenhouse intelligent medicine spraying robot and method based on suspension chain conveyer | |
CN207266541U (en) | Safflower Picking Robot | |
CN110091994A (en) | A kind of plant protection device of auxiliary spray | |
CN207269304U (en) | A kind of green intelligent weed-eradicating robot | |
CN204070258U (en) | A kind of sensor and bellows adjustable sprayer | |
CN107637279A (en) | Safflower picking robot | |
CN118002372A (en) | Intelligent tree whitewashing robot |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20220527 |