TWI478110B - Real-time monitoring system for collapsing hillside fields and method thereof - Google Patents
Real-time monitoring system for collapsing hillside fields and method thereof Download PDFInfo
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一種即時監測系統及其方法,尤其是指一種適用於坡地崩塌即時監測系統及其方法。An instant monitoring system and method thereof, in particular to an instantaneous monitoring system and method for slope collapse.
台灣因地處地震頻繁的板塊區域,再加上近年來地球暖化所形成的極端氣候型態,強降雨常會造成山坡地的崩塌,對附近的村落易造成災害。因此,監測具有潛勢崩塌的坡地,使於災害發生後儘快獲得崩塌狀況,以進行適切的救災行動,對防災救災工作有很大的助益。Taiwan is located in a plate area with frequent earthquakes. In addition to the extreme climatic patterns formed by global warming in recent years, heavy rainfall often causes collapse of hillsides and is likely to cause disasters to nearby villages. Therefore, monitoring the slopes with potential collapse will enable the collapse situation to be achieved as soon as possible after the disaster, so as to carry out appropriate disaster relief operations, which will greatly help the disaster prevention and relief work.
而現有的安全監控系統,大部份均採用集中式系統架構,亦即於不同位置分別設置監控影像擷取裝置,再將監控影像擷取裝置所擷取的影像,透過網路傳回監控伺服端,藉以同時進行多個影像的影像處理、影像分析或是影像判識…等。Most of the existing security surveillance systems use a centralized system architecture, that is, a surveillance image capture device is set up at different locations, and the image captured by the surveillance image capture device is transmitted back to the monitoring servo through the network. At the same time, image processing, image analysis or image recognition of multiple images are simultaneously performed.
集中式系統架構具有以下所述的問題存在,由於是需要不斷的透過網路傳送影像,導致網路流量增大進而使得監控伺服端的負載增加,會造成伺服端的運算效率降低,為了要提高監控伺服端的運算效率,使得硬體設備需要不斷的更新與增加,及造成需要更大的空間來放置硬體設備,進一步會導致維修成本與用電量的增加…等的營運成本負擔。The centralized system architecture has the following problems. Because it is necessary to continuously transmit images through the network, the network traffic increases and the load on the monitoring server increases, which causes the computing efficiency of the server to decrease. In order to improve the monitoring servo. The operational efficiency of the end makes the hardware equipment need to be constantly updated and increased, and the need for more space to place the hardware equipment, which further leads to the operating cost burden of maintenance cost and power consumption.
綜上所述,可知先前技術中存在現有集中式的安全監控系統架構並不適用於大量崩塌監測點的即時監控問題,因此有必要提出改進的技術手段,來解決此一問題。In summary, it can be seen that the existing centralized security monitoring system architecture in the prior art is not suitable for the real-time monitoring problem of a large number of collapse monitoring points, so it is necessary to propose an improved technical means to solve this problem.
為了防災救災的即效性,對於坡地崩塌的監測來說,勢必無法採用現有的安全監控系統所採用地集中式系統,因此依災防中心之防救災需求,建立一套可定點安裝於涵蓋潛藏崩塌區塊之即時監測系統架構,依監測需求安裝於多個坡地監控點,以建構一個坡地即時崩塌監測網路系統,即可有效的提高防 救災效能。In order to prevent the disaster and the immediate effect of disaster relief, for the monitoring of slope collapse, it is bound to adopt the centralized system adopted by the existing safety monitoring system. Therefore, according to the disaster prevention and prevention needs of the disaster prevention center, a set of fixed-point installations can be established to cover the hidden potential. The real-time monitoring system architecture of the collapsed block is installed at multiple slope monitoring points according to the monitoring requirements to construct a slope collapse monitoring network system, which can effectively improve the prevention. Disaster relief effectiveness.
有鑒於此,本發明遂揭露一種坡地崩塌即時監測系統及其方法,其中:In view of this, the present invention discloses an on-slope monitoring system and method thereof, wherein:
本發明所揭露的坡地崩塌即時監測系統,其包含:多個崩塌監測站以及崩塌監測管理中心;崩塌監測站用以對崩塌潛勢區域進行即時的崩塌監測,每一個崩塌監測站設有二個影像擷取裝置與一個運算裝置,運算裝置中儲存有監測站資訊,運算裝置更包含:影像擷取模組、影像處理模組、崩塌偵測模組、崩塌標示模組、資訊生成模組、監測站儲存模組以及傳送模組;崩塌監測管理中心具有管理裝置,管理裝置更包含:接收模組、監測管理中心儲存模組、警示模組以及顯示模組。The sloping ground collapse monitoring system disclosed in the present invention comprises: a plurality of collapse monitoring stations and a collapse monitoring management center; the collapse monitoring station is used for instantaneous collapse monitoring of the collapse potential area, and each collapse monitoring station has two The image capturing device and the computing device store the monitoring station information, and the computing device further comprises: an image capturing module, an image processing module, a collapse detecting module, a collapse marking module, an information generating module, The monitoring station storage module and the transmission module; the collapse monitoring management center has a management device, and the management device further comprises: a receiving module, a monitoring management center storage module, a warning module and a display module.
運算裝置的影像擷取模組是用以分別自影像擷取裝置擷取監測影像;運算裝置的影像處理模組是用以將監測影像透過核幾何(Epipolar Geometry)演算法以計算出監測區數值表面模型(Digital Surface Model,DSM);運算裝置的崩塌偵測模組是用以依據監測區數值表面模型與前次崩塌後由影像處理模組計算並儲存的對照數值表面模型以計算出至少一個崩塌區塊與至少一個堆積區塊,並分別計算出每一個崩塌區塊的面積與所有崩塌區塊的總面積,及分別計算出每一個堆積區塊的面積及所有堆積區塊的總面積,以及計算出所有崩塌區塊的總崩塌體積;運算裝置的崩塌標示模組是用以在監測影像上標示出崩塌區塊與堆積區塊以生成標示影像;運算裝置的資訊生成模組是當所有崩塌區塊的總面積或是所有堆積區塊的總面積大於第一預設值,且崩塌區塊其中之一的面積或是堆積區塊其中之一的面積大於第二預設值時,生成崩塌訊息;運算裝置的監測站儲存模組是用以儲存監測區數值表面模型以取代原先儲存的對照數值表面模型,並將監測影像、監測區數值表面模型、每一個崩塌區塊的面積、所有崩塌區塊的總面積、每一個堆積區塊的面積、所有堆積區塊的總面積、所有崩塌區塊的總崩塌體積、標示影像以及崩塌訊息儲存為崩塌資訊;及運算裝置的傳送模組是用以傳送崩塌資訊與監測站資訊。The image capturing module of the computing device is configured to capture the monitoring image from the image capturing device respectively; the image processing module of the computing device is configured to pass the monitoring image through an Epipolar Geometry algorithm to calculate the monitoring area value. The surface model (DSM); the collapse detection module of the computing device is configured to calculate at least one according to the numerical surface model of the monitoring area and the comparison numerical surface model calculated and stored by the image processing module after the previous collapse. The collapsed block and the at least one accumulation block, and respectively calculate the area of each collapsed block and the total area of all the collapsed blocks, and calculate the area of each of the stacked blocks and the total area of all the accumulated blocks, respectively. And calculating the total collapse volume of all the collapsed blocks; the collapse indicator module of the computing device is for marking the collapsed block and the stacked block on the monitoring image to generate the indicator image; the information generation module of the operation device is when all The total area of the collapsed block or the total area of all the stacked blocks is greater than the first predetermined value, and the area of one of the collapsed blocks or the heap When the area of one of the blocks is larger than the second preset value, a collapse message is generated; the monitoring station storage module of the computing device is used to store the numerical surface model of the monitoring area to replace the previously stored comparison numerical surface model, and the monitoring image is to be monitored. , the numerical surface model of the monitoring area, the area of each collapsed block, the total area of all collapsed blocks, the area of each stacked block, the total area of all stacked blocks, the total collapse volume of all collapsed blocks, the indicator image And the collapse message is stored as collapse information; and the transmission module of the computing device is used to transmit the collapse information and the monitoring station information.
管理裝置的接收模組是用以分別自崩塌監測站的傳送模組接收崩塌資訊與監測站資訊;管理裝置的監測管理中心儲存模組是用以分別依據監測站資訊對應儲存崩塌資訊與監測站資訊;管理裝置的警示模組是當崩塌資訊具有崩塌訊息時,依據崩塌訊息與監測站資訊發出警示訊息;及管理裝置的顯示模組 是當崩塌資訊具有崩塌訊息時,依據監測站資訊顯示崩塌資訊。The receiving module of the management device is configured to receive the collapse information and the monitoring station information from the transmission module of the collapse monitoring station respectively; the monitoring management center storage module of the management device is configured to store the collapse information and the monitoring station according to the monitoring station information respectively. Information; the warning module of the management device is to issue a warning message according to the collapse message and the monitoring station information when the collapse information has a collapse message; and the display module of the management device When the collapse information has a collapse message, the collapse information is displayed based on the information of the monitoring station.
本發明所揭露的坡地崩塌即時監測方法,其包含下列步驟:The instant monitoring method for slope collapse disclosed in the present invention comprises the following steps:
首先,設置多個崩塌監測站,崩塌監測站用以對崩塌潛勢區域進行即時的崩塌監測,每一個崩塌監測站設有二影像擷取裝置與運算裝置,運算裝置中儲存有監測站資訊;接著,運算裝置分別自影像擷取裝置擷取監測影像;接著,運算裝置將監測影像透過核幾何演算法以計算出監測區數值表面模型;接著,運算裝置依據監測區數值表面模型與前次崩塌後計算並儲存的對照數值表面模型以計算出至少一個崩塌區塊與至少一個堆積區塊,並分別計算出每一個崩塌區塊的面積以及所有崩塌區塊的總面積,及分別計算出每一個堆積區塊的面積以及所有堆積區塊的總面積,以及計算出所有崩塌區塊的總崩塌體積;接著,運算裝置在監測影像上標示出崩塌區塊與堆積區塊以生成標示影像;接著,當所有崩塌區塊的總面積或是所有堆積區塊的總面積大於第一預設值,且崩塌區塊其中之一的面積或是堆積區塊其中之一的面積大於第二預設值時,運算裝置生成崩塌訊息;接著,運算裝置儲存監測區數值表面模型以取代原先儲存的對照數值表面模型,並將監測影像、監測區數值表面模型、每一個崩塌區塊的面積、所有崩塌區塊的總面積、每一個堆積區塊的面積、所有堆積區塊的總面積、所有崩塌區塊的總崩塌體積、標示影像以及崩塌訊息儲存為崩塌資訊;接著,運算裝置傳送崩塌資訊與監測站資訊至具有管理裝置的崩塌監測管理中心;接著,管理裝置分別自崩塌監測站的傳送模組接收崩塌資訊與監測站資訊;接著,管理裝置分別依據監測站資訊對應儲存崩塌資訊與監測站資訊;接著,當崩塌資訊具有崩塌訊息時,管理裝置依據崩塌訊息與監測站資訊發出警示訊息;最後,當崩塌資訊具有崩塌訊息時,管理裝置依據監測站資訊顯示崩塌資訊。Firstly, a plurality of collapse monitoring stations are set up, and the collapse monitoring station is used for instantaneous collapse monitoring of the collapse potential area. Each collapse monitoring station is provided with two image capturing devices and computing devices, and the computing device stores monitoring station information; Then, the computing device respectively captures the monitoring image from the image capturing device; then, the computing device passes the monitoring image through the kernel geometric algorithm to calculate the numerical surface model of the monitoring region; and then, the computing device according to the numerical surface model of the monitoring region and the previous collapse Calculating and storing a comparative numerical surface model to calculate at least one collapsed block and at least one stacked block, and calculating the area of each collapsed block and the total area of all collapsed blocks, respectively, and calculating each of each The area of the stacked block and the total area of all the stacked blocks, and the total collapse volume of all the collapsed blocks are calculated; then, the computing device marks the collapsed block and the stacked block on the monitored image to generate a landmark image; When the total area of all collapsed blocks or the total area of all stacked blocks is greater than the first preset value And the operating device generates a collapse message when the area of one of the collapsed blocks or the area of one of the stacked blocks is greater than a second predetermined value; then, the computing device stores the numerical surface model of the monitored area to replace the previously stored comparison value Surface model, and will monitor the image, the numerical surface model of the monitoring area, the area of each collapsed block, the total area of all collapsed blocks, the area of each stacked block, the total area of all stacked blocks, all collapsed blocks The total collapse volume, the marked image, and the collapse message are stored as collapse information; then, the computing device transmits the collapse information and the monitoring station information to the collapse monitoring management center having the management device; and then, the management device receives the transmission module from the collapse monitoring station respectively Collapse information and monitoring station information; then, the management device stores the collapse information and the monitoring station information according to the monitoring station information; then, when the collapse information has a collapse message, the management device issues a warning message according to the collapse message and the monitoring station information; finally, When the collapse information has a collapse message, the management device Stations collapse info display information.
本發明所揭露的系統與方法如上,與先前技術之間的差異在於本嶺明是採用分散式的Client-Server架構,並且透過崩塌監測站進行影像擷取、影像處理、數值表面模型計算、於監測影像上標示出崩塌區塊以及堆積區塊、崩塌訊息的生成與崩塌資訊的儲存,再將崩塌資訊與監測站資訊傳送至崩塌監測管理中心以依據監測站資訊對應儲存崩塌資訊與監測站資訊,及依據崩塌訊息與監測站資訊發出警示訊息與顯示,達成分散式的即時崩塌監測及資訊匯集之系統目標,以大幅提高各潛藏崩塌之坡地的災情掌控及救災效率,且可有效的降低網路資料流量與大幅減少硬體設備與存放空間的擴增成本。The system and method disclosed by the present invention are as above, and the difference from the prior art is that Ben Lingming adopts a distributed Client-Server architecture, and performs image capturing, image processing, numerical surface model calculation through a collapse monitoring station, The monitoring image indicates the collapse of the collapsed block and the accumulation block, the generation of the collapse information and the storage of the collapse information, and then transmits the collapse information and the monitoring station information to the collapse monitoring management center to store the collapse information and the monitoring station information according to the monitoring station information. And issue warning messages and displays based on the collapse information and monitoring station information, and achieve the system goal of decentralized immediate collapse monitoring and information gathering, so as to greatly improve the disaster control and disaster relief efficiency of each hidden slope, and effectively reduce the network. Road data flow and significantly reduce the cost of augmentation of hardware devices and storage space.
透過上述的技術手段,本發明可達成提供具有高效率且適用於大量監測點之坡地崩塌即時監控的技術功效。Through the above technical means, the present invention can achieve the technical effect of providing real-time monitoring of slope collapse with high efficiency and suitable for a large number of monitoring points.
10‧‧‧崩塌監測站10‧‧‧ Collapse Monitoring Station
11‧‧‧影像擷取裝置11‧‧‧Image capture device
12‧‧‧運算裝置12‧‧‧ arithmetic device
121‧‧‧影像擷取模組121‧‧‧Image capture module
122‧‧‧影像處理模組122‧‧‧Image Processing Module
123‧‧‧崩塌偵測模組123‧‧‧ Collapse Detection Module
124‧‧‧崩塌標示模組124‧‧‧ Collapse Marking Module
125‧‧‧資訊生成模組125‧‧‧Information Generation Module
126‧‧‧監測站儲存模組126‧‧‧Monitor storage module
127‧‧‧傳送模組127‧‧‧Transmission module
20‧‧‧崩塌監測管理中心20‧‧‧ Collapse Monitoring Management Center
21‧‧‧管理裝置21‧‧‧Management device
211‧‧‧接收模組211‧‧‧ receiving module
212‧‧‧監測管理中心儲存模組212‧‧‧Monitoring Management Center Storage Module
213‧‧‧警示模組213‧‧‧ Warning Module
214‧‧‧顯示模組214‧‧‧ display module
215‧‧‧輸出模組215‧‧‧Output module
步驟101‧‧‧設置多個崩塌監測站,崩塌監測站用以對崩塌潛勢區域進行即時的崩塌監測,每一個崩塌監測站設自二影像擷取裝置與運算裝置,運算裝置中儲存有監測站資訊Step 101‧‧‧ Set up multiple collapse monitoring stations for instantaneous collapse monitoring of the collapse potential area. Each collapse monitoring station is set up with two image capture devices and arithmetic devices, and the operation device stores monitoring. Station information
步驟102‧‧‧運算裝置分別自影像擷取裝置擷取監測影像Step 102‧‧‧The computing device separately captures the monitoring image from the image capturing device
步驟103‧‧‧運算裝置將監測影像透過核幾何演算法以計算出監測區數值表面模型Step 103‧‧‧ The computing device passes the monitoring image through the kernel geometric algorithm to calculate the numerical surface model of the monitoring area
步驟104‧‧‧運算裝置依據監測區數值表面模型與前次崩塌後計算並儲存的對照數值表面模型以計算出至少一個崩塌區塊與至少一個堆積區塊,並分別計算出每一個崩塌區塊的面積以及所有崩塌區塊的總面積,及分別計算出每一個堆積區塊的面積以及所有堆積區塊的總面積,以及計算出所有崩塌區塊的總崩塌體積Step 104‧‧‧ The computing device calculates at least one collapsed block and at least one stacked block according to the numerical surface model of the monitoring area and the comparative numerical surface model calculated and stored after the previous collapse, and respectively calculates each collapsed block Area and the total area of all collapsed blocks, and calculate the area of each stacked block and the total area of all stacked blocks, respectively, and calculate the total collapse volume of all collapsed blocks
步驟105‧‧‧運算裝置在監測影像上標示出崩塌區塊與堆積區塊以生成標示影像Step 105‧‧‧ The computing device marks the collapsed block and the stacked block on the monitored image to generate the labeled image
步驟106‧‧‧當所有崩塌區塊的總面積或是所有堆積區塊的總面積大於第一預設值,且崩塌區塊其中之一的面積或是堆積區塊其中之一的面積大於第二預設值時,運算裝置生成崩塌訊息Step 106‧‧‧ When the total area of all the collapsed blocks or the total area of all the stacked blocks is greater than the first preset value, and the area of one of the collapsed blocks or the area of one of the stacked blocks is larger than the first When the preset value is two, the computing device generates a collapse message.
步驟107‧‧‧運算裝置儲存監測區數值表面模型以取代原先儲存的對照數值表面模型,並將監測影像、監測區數值表面模型、每一個崩塌區塊的面積、所有崩塌區塊的總面積、每一個堆積區塊的面積、所有堆積區塊的總面積、所有崩塌區塊的總崩塌體積、標示影像以及崩塌訊息儲存為崩塌資訊Step 107‧‧‧ The computing device stores the numerical surface model of the monitoring area to replace the previously stored comparative numerical surface model, and monitors the image, the numerical surface model of the monitoring area, the area of each collapsed block, the total area of all collapsed blocks, The area of each stacked block, the total area of all stacked blocks, the total collapse volume of all collapsed blocks, the image of the mark, and the collapse information are stored as collapse information.
步驟108‧‧‧運算裝置傳送崩塌資訊與監測站資訊至具有管理裝置的崩塌監測管理中心Step 108‧‧‧The computing device transmits the collapse information and monitoring station information to the collapse monitoring management center with the management device
步驟109‧‧‧管理裝置分別自崩塌監測站的傳送模組接收崩塌資訊與監測站資訊Step 109‧‧‧ The management device receives the collapse information and the monitoring station information from the transmission module of the collapse monitoring station
步驟110‧‧‧管理裝置分別依據監測站資訊對應儲存崩塌資訊與監測站資訊Step 110‧‧‧ The management device stores the collapse information and the monitoring station information according to the information of the monitoring station
步驟111‧‧‧當崩塌資訊具有崩塌訊息時,管理裝置依據崩塌訊息與監測站資訊發出警示訊息Step 111‧‧‧When the collapse information has a collapse message, the management device issues a warning message based on the collapse message and the monitoring station information.
步驟112‧‧‧當崩塌資訊具有崩塌訊息時,管理裝置依據監測站資訊顯示崩塌資訊Step 112‧‧‧ When the collapse information has a collapse message, the management device displays the collapse information based on the monitoring station information.
步驟113‧‧‧運算裝置透過雲雨偵測方法對監測影像進行影像清晰度偵測處理,且當監測影像透過雲雨偵測方法處理後的清晰度未超過門檻值時,則不再進行監測區數值表面模型的計算Step 113‧‧‧ The computing device performs image sharpness detection on the monitored image through the cloud rain detection method, and when the resolution of the monitored image through the cloud rain detection method does not exceed the threshold value, the monitoring area value is not performed. Surface model calculation
步驟114‧‧‧運算裝置透過幾何校正處理對監測影像進行影像校正處理,再進行監測區數值表面模型的計算Step 114‧‧‧ The computing device performs image correction processing on the monitoring image through geometric correction processing, and then calculates the numerical surface model of the monitoring area
步驟115‧‧‧管理裝置依據監測站資訊對應輸出文字以及圖表的崩塌資訊Step 115‧‧‧ The management device outputs the text and the collapse information of the chart according to the information of the monitoring station
第1A圖繪示為本發明坡地崩塌即時監測系統的崩塌監測站系統方塊圖。FIG. 1A is a block diagram showing a collapse monitoring station system of the slope collapse instant monitoring system of the present invention.
第1B圖繪示為本發明坡地崩塌即時監測系統的崩塌監測管理中心系統方塊圖。FIG. 1B is a block diagram showing the system of the collapse monitoring management center of the slope vertical collapse monitoring system of the present invention.
第2A圖至第2C圖繪示為本發明坡地崩塌即時監測的方法流程圖。2A to 2C are flow charts showing a method for monitoring the collapse of a slope in the present invention.
以下將配合圖式及實施例來詳細說明本發明的實施方式,藉此對本發明如何應用技術手段來解決技術問題並達成技術功效的實現過程能充分理解並據以實施。The embodiments of the present invention will be described in detail below with reference to the drawings and embodiments, so that the application of the technical means to solve the technical problems and achieve the technical effects can be fully understood and implemented.
請同步配合「第1A圖」、「第1B圖」以及「第2A圖」至「第2C圖」所示進行說明,「第1A圖」繪示為本發明坡地崩塌即時監測系統的崩塌監測站系統方塊圖;「第1B圖」繪示為本發明坡地崩塌即時監測系統的崩塌監測管理中心系統方塊圖;「第2A圖」至「第2C圖」繪示為本發明坡地崩塌即時監測的方法流程圖。Please refer to the "1A", "1B" and "2A" to "2C" diagrams together. "1A" is a collapse monitoring station for the slope collapse monitoring system of the present invention. System block diagram; "Block 1B" shows the system block diagram of the collapse monitoring management center of the slope collapse immediate monitoring system of the present invention; "2A" to "2C" shows the method for monitoring the slope collapse immediately according to the present invention flow chart.
本發明會在多個崩塌潛勢區域設置多個崩塌監測站10,崩塌監測站10即是的崩塌潛勢區域進行即時的崩塌監測,每一個崩塌監測站10設有二個影像擷取裝置11與運算裝置12,運算裝置12中儲存有監測站資訊(步驟101),運算裝置12更包含:影像擷取模組121、影像處理模組122、崩塌偵測模組123、崩塌標示模組124、資訊生成模組125、監測站儲存模組126以及傳送模組127。The invention provides a plurality of collapse monitoring stations 10 in a plurality of collapse potential areas, and the collapse monitoring station 10 is a collapse potential area for immediate collapse monitoring, and each collapse monitoring station 10 is provided with two image capturing devices 11 The computing device 12 stores the monitoring station information (step 101). The computing device 12 further includes: an image capturing module 121, an image processing module 122, a collapse detecting module 123, and a collapse marking module 124. The information generation module 125, the monitoring station storage module 126, and the transmission module 127.
崩塌監測站10的電源是具有太陽能轉換的電能與發電廠的電能之電源供應裝置提供,以供應影像擷取裝置11與運算裝置12所需的電源,運算裝置12即是運算效能較高的電腦、伺服端或是嵌入式系統,而運算裝置12中所儲存的監測站資訊可以包含崩塌監測站10的全球定位座標、設置資訊、崩塌監測站狀態資訊…等,在此僅為舉例說明之,並不以此侷限本發明的應用範疇。The power supply of the collapse monitoring station 10 is provided by a power supply device having solar energy converted to electrical energy of the power plant to supply power required by the image capturing device 11 and the computing device 12, and the computing device 12 is a computer with high computing efficiency. The servo station or the embedded system, and the monitoring station information stored in the computing device 12 may include the global positioning coordinates of the collapse monitoring station 10, setting information, collapse monitoring station status information, etc., which are merely illustrative here. This does not limit the scope of application of the invention.
運算裝置12的影像擷取模組121是用以分別自影像擷取裝置擷 取監測影像(步驟102),亦即運算裝置12的影像擷取模組121會同時自崩塌監測站10的二個影像擷取裝置11擷取監測影像,並透過運算裝置12的影像處理模組122進行影像處理。The image capturing module 121 of the computing device 12 is configured to be separately from the image capturing device. The image capturing module 121 of the computing device 12 captures the monitoring image from the two image capturing devices 11 of the collapse monitoring station 10 and transmits the image processing module of the computing device 12 122 performs image processing.
運算裝置12的影像處理模組122先將二個影像擷取裝置11擷取監測影像透過雲雨偵測方法進行影像清晰度偵測處理,當監測影像的清晰度未超過門檻值時,亦即表示影像擷取裝置11所擷取到的監測影像受到天候的限制無法用以進行崩塌偵測,則不會進行後續的影像處理(步驟113),當監測影像的清晰度超過門檻值時,亦即表示影像擷取裝置11所擷取到的監測影像未受到天候的限制可以用以進行崩塌偵測,則可再透過幾何校正處理對監測影像進行影像校正處理(步驟114),亦即是將監測影像進行幾何校正,在此僅為舉例說明之,並不以此侷限本發明的應用範疇。The image processing module 122 of the computing device 12 first captures the captured image by the two image capturing devices 11 through the cloud and rain detecting method for image sharpness detection. When the brightness of the monitored image does not exceed the threshold, it indicates If the image captured by the image capturing device 11 is limited by the weather and cannot be used for the collapse detection, the subsequent image processing will not be performed (step 113). When the brightness of the monitored image exceeds the threshold, that is, It is indicated that the monitoring image captured by the image capturing device 11 is not limited by the weather and can be used for the detection of collapse. The image correction processing can be performed on the monitoring image through the geometric correction processing (step 114), that is, the monitoring will be performed. The image is geometrically corrected and is merely illustrative here and is not intended to limit the scope of application of the present invention.
運算裝置12的影像處理模組122即可在將監測影像進行上述影像清晰度偵測處理以及幾何校正之後,即可透過核幾何演算法計算出監測區數值表面模型(Digital Surface Model,DSM),核幾何演算法是一種物體三維模型重建的技術,屬於非接觸主動式的物體三維模型重建,數值表面型型是廣泛用於地理信息系統、大地測量以及電子地圖的技術,是以數值方式表示物體的表面(步驟103)。The image processing module 122 of the computing device 12 can calculate the digital surface model (DSM) of the monitoring area through the nuclear geometric algorithm after performing the image sharpness detection processing and geometric correction on the monitoring image. The nuclear geometric algorithm is a three-dimensional model reconstruction technique for objects. It belongs to the non-contact active object 3D model reconstruction. The numerical surface type is widely used in geographic information systems, geodesy and electronic maps. It is a numerical representation of objects. Surface (step 103).
當運算裝置12的影像處理模組122計算出監測區數值表面模型之後,運算裝置12的崩塌偵測模組123依據監測區數值表面模型與儲儲的對照數值表面模型(即為前次崩塌後所計算出的監測區數值表面模型)以計算出至少一個崩塌區塊與至少一個堆積區塊(步驟104)。After the image processing module 122 of the computing device 12 calculates the surface area model of the monitoring area, the collapse detecting module 123 of the computing device 12 is based on the numerical surface model of the monitoring area and the stored numerical surface model of the storage (ie, after the previous collapse) The calculated monitored area numerical surface model is calculated to calculate at least one collapsed block and at least one stacked block (step 104).
當監測區數值表面模型減去對照數值表面模型的高程差值為負值,且以連通(connected component)法解算得到的區域即為崩塌區塊,連通法是圖學理論裡一個重要且基本的定理,主要是將一張圖畫分成數個區塊,一般分為四方向鄰邊偵測(上方、下方、左方及右方),以及八方向鄰邊偵測(上方、下方、左方、右方,右上方,右下方,左上方及左下方),本發明是採用八方向鄰邊偵測,但並不以此侷限本發明的應用範疇;而當監測區數值表面模型減去對照數值表面模型的高程差值為正值,且以連通法得到的區域即為堆積區塊。When the height difference of the surface model of the monitoring area minus the surface model of the control value is negative, and the area solved by the connected component method is the collapsed block, the connection method is an important and basic in the theory of graphics. The theorem is mainly to divide a picture into several blocks, generally divided into four-direction adjacent edge detection (upper, lower, left and right), and eight-direction adjacent edge detection (top, bottom, left) , the right side, the upper right side, the lower right side, the upper left side and the lower left side), the present invention uses eight-direction adjacent edge detection, but is not limited to the application scope of the present invention; and when the monitoring area numerical surface model is subtracted from the comparison The elevation difference of the numerical surface model is positive, and the area obtained by the connected method is the stacked block.
接著,運算裝置12的崩塌偵測模組123再依據崩塌區塊的監測區數值表面模型進行表面面積積分以解算得到每一個崩塌區塊的面積,再加總每 一個崩塌區塊的面積以得到所有崩塌區塊的總面積(步驟104);運算裝置12的崩塌偵測模組123再依據堆積區塊的監測區數值表面模型進行表面面積積分以解算得到每一個堆積區塊的面積,再加總每一個堆積區塊的面積以得到所有堆積區塊的總面積(步驟104)。Then, the collapse detecting module 123 of the computing device 12 performs surface area integration according to the numerical surface model of the monitoring area of the collapsed block to calculate the area of each collapsed block, and then adds each The area of a collapsed block is obtained to obtain the total area of all the collapsed blocks (step 104); the collapse detection module 123 of the computing device 12 performs surface area integration based on the numerical surface model of the monitored area of the stacked block to solve each The area of one stacked block, plus the area of each stacked block to obtain the total area of all stacked blocks (step 104).
接著,運算裝置12的崩塌偵測模組123再依據崩塌區塊的監測區數值表面模型高程差進行體積積分以解算得到每一個崩塌區塊的崩塌體積,再加總每一個崩塌區塊的體積以得到所有崩塌區塊的總崩塌體積(步驟104),並由運算裝置12的崩塌標示模組124依據崩塌區塊與堆積區塊的解算結果,於監測影像上標示出崩塌區塊與堆積區塊以生成標示影像,亦即標示影像上會分別標示有崩塌區塊與堆積區塊(步驟105)。Then, the collapse detection module 123 of the computing device 12 performs volume integration according to the elevation difference of the numerical model surface model of the monitoring zone of the collapsed block to solve the collapse volume of each collapsed block, and then adds the total collapse of each collapsed block. The volume is obtained to obtain the total collapse volume of all the collapsed blocks (step 104), and the collapse indication block 124 of the computing device 12 is used to mark the collapsed block on the monitoring image according to the solution result of the collapsed block and the stacked block. The blocks are stacked to generate a labeled image, that is, the marked image is marked with a collapsed block and a stacked block, respectively (step 105).
運算裝置12的資訊生成模組125是當所有崩塌區塊的總面積或是所有堆積區塊的總面積大於第一預設值,且崩塌區塊其中之一的面積或是堆積區塊其中之一的面積大於第二預設值時,以生成崩塌訊息(步驟106)。上述第一預設值以及第二預設值可以是預先儲存於運算裝置12中,或是透過網路連線方式以對第一預設值以及第二預設值進行設定。The information generating module 125 of the computing device 12 is when the total area of all the collapsed blocks or the total area of all the stacked blocks is greater than the first preset value, and the area of one of the collapsed blocks or the stacked blocks When the area of one is greater than the second predetermined value, a collapse message is generated (step 106). The first preset value and the second preset value may be pre-stored in the computing device 12, or may be set by using a network connection manner to set the first preset value and the second preset value.
接著,運算裝置12的監測站儲存模組126是用以儲存運算裝置12的影像處理模組122所計算出的監測區數值表面模型以取代原先儲存的對照數值表面模型,並且運算裝置12的監測站儲存模組126將監測影像、監測區數值表面模型、每一個崩塌區塊的面積、所有崩塌區塊的總面積、每一個堆積區塊的面積、所有堆積區塊的總面積、所有崩塌區塊的總崩塌體積、標示影像以及崩塌訊息儲存為崩塌資訊(步驟107),運算裝置12的監測站儲存模組126即可將崩塌資訊儲存於硬碟、快閃記憶體(Flash)或是安全數位卡(SD Card)…等的儲存裝置,在此僅為舉例說明之,並不以此侷限本發明的應用範疇。Then, the monitoring station storage module 126 of the computing device 12 is used to store the monitoring area numerical surface model calculated by the image processing module 122 of the computing device 12 to replace the previously stored comparison numerical surface model, and the monitoring of the computing device 12 The station storage module 126 will monitor the image, the numerical surface model of the monitoring area, the area of each collapsed block, the total area of all collapsed blocks, the area of each stacked block, the total area of all stacked blocks, and all collapsed areas. The total collapse volume, the indicator image, and the collapse message of the block are stored as collapse information (step 107), and the monitoring station storage module 126 of the computing device 12 can store the collapse information on the hard disk, flash memory (Flash) or security. The storage device of the digital card (SD Card), etc., is merely illustrative here, and is not intended to limit the scope of application of the present invention.
而運算裝置12的傳送模組127即可透過有線傳輸方式或是無線傳輸方式傳送崩塌資訊與監測站資訊至崩塌監測管理中心20(步驟108),上述的無線傳輸方式可包含無線網路、Wi-Fi、行動通訊網路(例如:GSM、GPRS…等),在此僅為舉例說明之,並不以此侷限本發明的應用範疇。The transmission module 127 of the computing device 12 can transmit the collapse information and the monitoring station information to the collapse monitoring management center 20 through a wired transmission method or a wireless transmission method (step 108). The wireless transmission method may include a wireless network and a Wi. -Fi, mobile communication networks (eg, GSM, GPRS, etc.) are merely illustrative and are not intended to limit the scope of application of the present invention.
崩塌監測管理中心20具有管理裝置21,管理裝置21更包含:接收模組211、監測管理中心儲存模組212、警示模組213以及顯示模組214。The collapse monitoring management center 20 has a management device 21, and the management device 21 further includes a receiving module 211, a monitoring management center storage module 212, a warning module 213, and a display module 214.
由「第1A圖」中連接點A連接至「第1B圖」中的連接點A, 以達到運算裝置12的傳送模組127將崩塌資訊與監測站資訊傳送至崩塌監測管理中心20,而管理裝置21的接收模組211即可自運算裝置12的傳送模組127接收到崩塌資訊與監測站資訊(步驟109),上述的管理裝置21即是運算效能較高的電腦、伺服器或是嵌入式系統。Connected from connection point A in "Picture 1A" to connection point A in "Phase 1B", The transmission module 127 of the computing device 12 transmits the collapse information and the monitoring station information to the collapse monitoring management center 20, and the receiving module 211 of the management device 21 can receive the collapse information from the transmission module 127 of the computing device 12. The monitoring station information (step 109), the above-mentioned management device 21 is a computer, server or embedded system with high computing performance.
接著,管理裝置21會將監測站資訊匯入地理資訊系統(Geographic Information System,GIS)中,依崩塌監測站10的地理位置,再透過管理裝置21的監測管理中心儲存模組212分別依據監測站資訊對應儲存崩塌資訊(步驟110),管理裝置21的監測管理中心儲存模組212即可分別依據監測站資訊將崩塌資訊儲存於硬碟、磁碟陣列或是磁帶系統…等的儲存裝置,在此僅為舉例說明之,並不以此侷限本發明的應用範疇。Then, the management device 21 will import the monitoring station information into the Geographic Information System (GIS), according to the geographical location of the collapse monitoring station 10, and then through the monitoring management center storage module 212 of the management device 21, respectively, according to the monitoring station. The information corresponding to the storage collapse information (step 110), the monitoring management center storage module 212 of the management device 21 can store the collapse information according to the monitoring station information in a storage device such as a hard disk, a disk array or a tape system, etc. This is for illustrative purposes only and is not intended to limit the scope of application of the invention.
當管理裝置21的接收模組211所接收到的崩塌資訊中具有崩塌訊息時,管理裝置21的警示模組213則會依據崩塌訊息與監測站資訊發出警示訊息(步驟111),警示訊息包含文字、聲音、語音以及燈號的組合,透過警示訊息則會對應發出警示文字、警示聲音、警示語音以及燈號閃爍…等警示方式,並同時透過電子郵件或簡訊方式將警示訊息發送至預定的人員,藉以通知時定崩塌監測站10所監測的坡地產生了坡地崩塌,在此同時,管理裝置21的顯示模組214會依據監測站資訊顯示崩塌資訊於顯示螢幕或是投影螢幕上(步驟112),在此僅為舉例說明之,並不以此侷限本發明的應用範疇。When the collapse information received by the receiving module 211 of the management device 21 has a collapse message, the warning module 213 of the management device 21 issues a warning message according to the collapse message and the monitoring station information (step 111), and the warning message includes the text. The combination of sound, voice, and light signal, through warning messages, will send warnings, warning sounds, warning voices, and flashing lights, etc., and send warning messages to the intended personnel via email or SMS. By means of the notification, the slope monitored by the collapse monitoring station 10 generates a slope collapse, and at the same time, the display module 214 of the management device 21 displays the collapse information on the display screen or the projection screen according to the monitoring station information (step 112). This is for illustrative purposes only and is not intended to limit the scope of application of the invention.
除此之外,當需要將崩塌資訊進行輸出時,即可透過管理裝置21中所更包含的輸出模組215依據監測站資訊的應輸出文字以及圖表的崩塌資訊(步驟115)。In addition, when it is necessary to output the collapse information, the output module 215 further included in the management device 21 can output the text and the collapse information of the chart according to the monitoring station information (step 115).
綜上所述,可知本發明與先前技術之間的差異在於本發明是採用分散式的Client-Server架構,並且透過崩塌監測站進行影像擷取、影像處理、數值表面模型計算、於監測影像上標示出崩塌區塊以及堆積區塊、崩塌訊息的生成與崩塌資訊的儲存,再將崩塌資訊與監測站資訊傳送至崩塌監測管理中心以依據監測站資訊對應儲存崩塌資訊與監測站資訊,及依據崩塌訊息與監測站資訊發出警示訊息與顯示,達成分散式的即時崩塌監測及資訊匯集之系統目標,以大幅提高各潛藏崩塌之坡地的災情掌控及救災效率,且可有效的降低網路資料流量與大幅減少硬體設備與存放空間的擴增成本。In summary, it can be seen that the difference between the present invention and the prior art is that the present invention adopts a distributed Client-Server architecture, and performs image capturing, image processing, numerical surface model calculation, and monitoring image through a collapse monitoring station. Marking the collapse block and accumulation block, the generation of collapse information and the storage of collapse information, and transmitting the collapse information and monitoring station information to the collapse monitoring management center to store the collapse information and monitoring station information according to the monitoring station information, and The collapse message and the monitoring station information issued warning messages and displays, achieving the system goal of decentralized immediate collapse monitoring and information gathering, to greatly improve the disaster control and disaster relief efficiency of each hidden slope, and effectively reduce network data traffic. And significantly reduce the cost of amplification of hardware equipment and storage space.
藉由此一技術手段可以來解決先前技術所存在現有集中式的安 全監控系統架構並不適用於大量崩塌監測點的即時監控問題,進而達成提供具有高效率且適用於大量監測點之坡地崩塌即時監控的技術功效。By means of this technical means, the existing centralized security existing in the prior art can be solved. The full monitoring system architecture is not suitable for the real-time monitoring problem of a large number of collapse monitoring points, and thus achieves the technical effect of providing high-efficiency and immediate monitoring of slope collapse suitable for a large number of monitoring points.
雖然本發明所揭露的實施方式如上,惟所述的內容並非用以直接限定本發明的專利保護範圍。任何本發明所屬技術領域中具有通常知識者,在不脫離本發明所揭露的精神和範圍的前提下,可以在實施的形式上及細節上作些許的更動。本發明的專利保護範圍,仍須以所附的申請專利範圍所界定者為準。While the embodiments of the present invention have been described above, the above description is not intended to limit the scope of the invention. Any changes in the form and details of the embodiments may be made without departing from the spirit and scope of the invention. The scope of the invention is to be determined by the scope of the appended claims.
10‧‧‧崩塌監測站10‧‧‧ Collapse Monitoring Station
11‧‧‧影像擷取裝置11‧‧‧Image capture device
12‧‧‧運算裝置12‧‧‧ arithmetic device
121‧‧‧影像擷取模組121‧‧‧Image capture module
122‧‧‧影像處理模組122‧‧‧Image Processing Module
123‧‧‧崩塌偵測模組123‧‧‧ Collapse Detection Module
124‧‧‧崩塌標示模組124‧‧‧ Collapse Marking Module
125‧‧‧資訊生成模組125‧‧‧Information Generation Module
126‧‧‧監測站儲存模組126‧‧‧Monitor storage module
127‧‧‧傳送模組127‧‧‧Transmission module
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