CN115620031A - Method, system and equipment for processing natural resource right-confirming registration information - Google Patents
Method, system and equipment for processing natural resource right-confirming registration information Download PDFInfo
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Abstract
The invention provides a method, a system and equipment for processing natural resource right-confirming registration information, and relates to the technical field of data processing. In the invention, for every two natural resource areas, the correlation degree determination operation is carried out on the two natural resource areas so as to output the area correlation degree between the two natural resource areas. And screening a plurality of target natural resource areas according to the area correlation degree between every two natural resource areas. And respectively carrying out image information acquisition operation on a plurality of target natural resource areas according to a plurality of image acquisition devices so as to output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the authority confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form corresponding current authority confirming registration information. Based on the method, the problem that resource waste is easy to occur in the existing natural resource right-confirming registration information processing process can be solved.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to a method, a system and equipment for processing natural resource right-confirming registration information.
Background
Natural resources provide materials and spaces for human beings to live, develop and enjoy, wherein the development of society and the advancement of science and technology require the development and utilization of more and more natural resources. In this way, the natural resources may change with time after being registered for the first time, and based on this, the registration information of the natural resources needs to be updated.
Disclosure of Invention
In view of this, the present invention provides a method, a system, and a device for processing natural resource authorization registration information, so as to solve the problem that resources are easily wasted in the existing natural resource authorization registration information processing process.
In order to achieve the above purpose, the embodiment of the invention adopts the following technical scheme:
a natural resource right-confirming registration information processing method is applied to electronic equipment, the electronic equipment is in communication connection with a plurality of image acquisition devices, and the method comprises the following steps:
for every two natural resource areas in the plurality of natural resource areas, performing correlation degree determination operation on the two natural resource areas to output area correlation degrees between the two natural resource areas;
screening a plurality of target natural resource areas from the plurality of natural resource areas according to the area correlation degree between every two natural resource areas, wherein the number of the plurality of target natural resource areas is equal to that of the plurality of image acquisition devices;
and respectively carrying out image information acquisition operation on the plurality of target natural resource areas according to the plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the authority confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form the current authority confirming registration information corresponding to the target natural resource area.
In some preferred embodiments, in the above natural resource right registration information processing method, the performing, for every two natural resource regions in the multiple natural resource regions, a correlation determination operation on the two natural resource regions to output a region correlation between the two natural resource regions includes:
for each natural resource region in a plurality of natural resource regions, performing feature extraction operation on the natural resource region to output region feature information corresponding to the natural resource region;
and for every two natural resource areas in the plurality of natural resource areas, performing area correlation degree determination operation on the two natural resource areas according to area characteristic information corresponding to the two natural resource areas so as to output the area correlation degree between the two natural resource areas.
In some preferred embodiments, in the above method for processing information processing to determine a weight of a natural resource, the step of performing, for each two natural resource regions of the multiple natural resource regions, a region correlation determination operation on the two natural resource regions according to region feature information corresponding to the two natural resource regions to output a region correlation between the two natural resource regions includes:
for each two natural resource areas in the plurality of natural resource areas, performing position distance calculation operation on the two natural resource areas according to area positions included in area characteristic information corresponding to the two natural resource areas so as to output the position distance between the two natural resource areas;
and for every two natural resource areas in the plurality of natural resource areas, carrying out area correlation degree determination operation on the two natural resource areas according to the position distance between the two natural resource areas so as to output the area correlation degree between the two natural resource areas, wherein the area correlation degree and the position distance have a negative correlation corresponding relation.
In some preferred embodiments, in the above method for processing information processing for determining a weight of a natural resource, the step of screening a plurality of target natural resource regions from the plurality of natural resource regions according to a region correlation between every two natural resource regions includes:
performing statistical operation on the number of the plurality of image acquisition devices to output the device statistical number corresponding to the plurality of image acquisition devices;
determining a plurality of first natural resource areas with corresponding quantity in the plurality of natural resource areas according to the device statistical quantity, taking the plurality of first natural resource areas as a clustering center, and clustering the plurality of natural resource areas according to the area correlation degree between every two natural resource areas to output a plurality of area clustering sets, wherein each area clustering set in the plurality of area clustering sets comprises one first natural resource area;
and for each region cluster set in the plurality of region cluster sets, screening a natural resource region from the region cluster set, and marking the natural resource region as a target natural resource region.
In some preferred embodiments, in the natural resource weight determining registration information processing method, the determining, by the device statistics amount, a plurality of first natural resource areas in a corresponding amount in the plurality of natural resource areas, and then using the plurality of first natural resource areas as a clustering center, and performing a clustering operation on the plurality of natural resource areas according to an area correlation degree between every two natural resource areas, so as to output a plurality of area clustering sets includes:
randomly screening a plurality of second natural resource areas with corresponding quantity in the plurality of natural resource areas according to the equipment statistical quantity, and performing set construction operation according to the plurality of second natural resource areas to form a second area set;
randomly screening a plurality of second natural resource areas with corresponding quantity in the plurality of natural resource areas according to the statistical quantity of the equipment, and performing set construction operation according to the plurality of second natural resource areas to form a second area set, wherein after the execution is performed for multiple times, for each second area set in the plurality of second area sets, performing mean calculation operation on the area correlation between every two second natural resource areas in the second area set to output an area correlation mean value corresponding to the second area set;
marking each second natural resource region included in the second region set corresponding to the region correlation degree average value with the minimum value as a first natural resource region;
and taking each first natural resource area in a plurality of first natural resource areas formed by marking as a clustering center, and clustering the plurality of natural resource areas according to the area correlation degree between every two natural resource areas to output a plurality of area clustering sets.
In some preferred embodiments, in the above method for processing natural resource right registration information, the step of, for each of the region cluster sets, screening a natural resource region from the region cluster set, and marking the natural resource region as a target natural resource region includes:
for each natural resource region in each region cluster set in the plurality of region cluster sets, performing mean value calculation operation on the region correlation degree between the natural resource region and each other natural resource region in the region cluster set to output corresponding mean value correlation degree;
and screening a natural resource region corresponding to the maximum mean correlation degree from the region cluster set for each region cluster set in the plurality of region cluster sets, and marking the natural resource region as a target natural resource region.
In some preferred embodiments, in the above method for processing information processing for determining authority registration of natural resources, the step of performing image information collection operation on the plurality of target natural resource areas according to the plurality of image collection devices respectively to output a target area image corresponding to each target natural resource area respectively, and then performing update operation on the authority registration information corresponding to the corresponding target natural resource area according to the target area image to form current authority registration information corresponding to the target natural resource area includes:
performing correspondence determination operation on the plurality of image acquisition devices and the plurality of target natural resource areas to form one-to-one corresponding device-area correspondence between the plurality of image acquisition devices and the plurality of target natural resource areas;
for each image acquisition device in the plurality of image acquisition devices, carrying out image information acquisition operation on the corresponding target natural resource area through the image acquisition device so as to output a target area image corresponding to the target natural resource area, wherein the image acquisition device belongs to a movable device;
for each target natural resource area, performing image similarity calculation operation on a target area image corresponding to the target natural resource area and a history area image corresponding to the target natural resource area to output image similarity corresponding to the target natural resource area;
and for each target natural resource area, determining whether to update the authority-determining registration information corresponding to the target natural resource area according to the image similarity corresponding to the target natural resource area, and under the condition that the update operation is needed, updating the authority-determining registration information corresponding to the target natural resource area according to the target area image corresponding to the target natural resource area so as to form the current authority-determining registration information corresponding to the target natural resource area.
In some preferred embodiments, in the above-mentioned natural resource weight-determining registration information processing method, the step of performing, for each target natural resource region, an image similarity calculation operation on a target region image corresponding to the target natural resource region and a history region image corresponding to the target natural resource region to output an image similarity corresponding to the target natural resource region includes:
performing image connected region identification operation on the target region image to output a first connected region set corresponding to the target region image, and performing image connected region identification operation on the historical region image to output a second connected region set corresponding to the historical region image, wherein each first connected region included in the first connected region set belongs to the target region image, and each second connected region included in the second connected region set belongs to the historical region image;
performing natural resource object recognition operation on the target area image to output a first object set corresponding to the target area image, and performing natural resource object recognition operation on the historical area image to output a second object set corresponding to the historical area image, wherein each first natural resource object included in the first object set belongs to the target area image, and each second natural resource object included in the second object set belongs to the historical area image;
for every two first natural resource objects, performing calculation operation on the image distance of the two first natural resource objects in the target area image to output the image distance corresponding to the two first natural resources, then performing determination operation on the size relation between the image distance and a preset image distance threshold, and performing comparison operation on first connected domains to which the two first natural resource objects belong under the condition that the image distance is smaller than the image distance threshold, and marking the two first natural resource objects as first natural resource object combinations corresponding to the first object set under the condition that the first connected domains to which the two first natural resource objects belong are the same;
for every two second natural resource objects, performing calculation operation on the image distance of the two second natural resource objects in the historical region image to output the image distance corresponding to the two second natural resources, then performing determination operation on the size relation between the image distance and a preset image distance threshold, performing comparison operation on second connected domains to which the two second natural resource objects belong under the condition that the image distance is smaller than the image distance threshold, and marking the two second natural resource objects as second natural resource object combinations corresponding to the second object set under the condition that the second connected domains to which the two second natural resource objects belong are the same;
for each first natural resource object combination, performing object contour similarity calculation operation on the first natural resource object combination and each second natural resource object combination respectively to output object contour similarities between the first natural resource object combination and each second natural resource object combination, screening an object contour similarity having a maximum value from the object contour similarities between the first natural resource object combination and each second natural resource object combination to mark as a combined object contour similarity corresponding to the first natural resource object combination, wherein the object contour similarity is used for representing an average value of the similarities of an object contour corresponding to each first natural resource object included in the first natural resource object combination and an object contour corresponding to each second natural resource object included in the second natural resource object combination;
and performing quantity ratio calculation operation on the first natural resource object combinations to output quantity ratios corresponding to the first natural resource object combinations, and fusing to form image similarities corresponding to the target natural resource areas according to the quantity ratios and the combined object contour similarities corresponding to each first natural resource object combination corresponding to the first object set.
The embodiment of the invention also provides a natural resource right-confirming registration information processing system, which is applied to electronic equipment, wherein the electronic equipment is in communication connection with a plurality of image acquisition devices, and the system comprises:
the system comprises a correlation degree determining unit, a correlation degree determining unit and a judging unit, wherein the correlation degree determining unit is used for performing correlation degree determining operation on two natural resource areas in a plurality of natural resource areas so as to output the area correlation degree between the two natural resource areas;
a target area determining unit, configured to screen multiple target natural resource areas from the multiple natural resource areas according to an area correlation between every two natural resource areas, where the number of the multiple target natural resource areas is equal to the number of the multiple image acquisition devices;
and the registration information updating unit is used for respectively carrying out image information acquisition operation on the plurality of target natural resource areas according to the plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the right-confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form the current right-confirming registration information corresponding to the target natural resource area.
The embodiment of the invention also provides electronic equipment which is in communication connection with the plurality of image acquisition devices and is used for executing the natural resource right-confirming registration information processing method.
According to the method, the system and the equipment for processing the natural resource right-confirming registration information, provided by the embodiment of the invention, for every two natural resource areas, correlation degree confirming operation is carried out on the two natural resource areas so as to output the area correlation degree between the two natural resource areas. And screening a plurality of target natural resource areas according to the area correlation degree between every two natural resource areas. And respectively carrying out image information acquisition operation on a plurality of target natural resource areas according to a plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the right-confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form corresponding current right-confirming registration information. Therefore, when the right-confirming registration information is updated, information collection operation is not necessarily performed on all natural resource areas, and the problem that resource waste is easy to occur in the existing natural resource right-confirming registration information processing process is solved.
In order to make the aforementioned and other objects, features and advantages of the present invention comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
Fig. 1 is a block diagram of an electronic device according to an embodiment of the present invention.
Fig. 2 is a flowchart illustrating steps included in the natural resource right registration information processing method according to an embodiment of the present invention.
Fig. 3 is a schematic diagram of modules included in the natural resource right registration information processing system according to the embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. The components of embodiments of the present invention generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present invention, presented in the figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of selected embodiments of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, an embodiment of the present invention provides an electronic device. Wherein the electronic device may include a memory and a processor.
In particular, in some implementations, the memory and the processor are electrically connected, directly or indirectly, to enable transfer or interaction of data. For example, they may be electrically connected to each other via one or more communication buses or signal lines. The memory can have stored therein at least one software function (computer program) which can be present in the form of software or firmware. The processor may be configured to execute the executable computer program stored in the memory, thereby implementing the natural resource authorization registration information processing method provided by the embodiment of the present invention.
In detail, in some implementations, the Memory may be, but is not limited to, a Random Access Memory (RAM), a Read Only Memory (ROM), a Programmable Read-Only Memory (PROM), an Erasable Read-Only Memory (EPROM), an electrically Erasable Read-Only Memory (EEPROM), and the like. The Processor may be a general-purpose Processor, including a Central Processing Unit (CPU), a Network Processor (NP), a System on Chip (SoC), and the like; but may also be a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware components.
In detail, in some implementations, the electronic device may be a server with data processing capabilities. The electronic equipment is in communication connection with a plurality of image acquisition devices.
With reference to fig. 2, an embodiment of the present invention further provides a method for processing natural resource right registration information, which is applicable to the electronic device. Wherein, the method steps defined by the flow related to the natural resource right-confirming registration information processing method can be realized by the electronic device.
The specific process shown in FIG. 2 will be described in detail below.
And step 110, for every two natural resource areas in the multiple natural resource areas, performing a correlation degree determination operation on the two natural resource areas to output a region correlation degree between the two natural resource areas.
In the embodiment of the present invention, for every two natural resource regions in a plurality of natural resource regions, the electronic device may perform a correlation determination operation on the two natural resource regions to output a region correlation between the two natural resource regions.
And 120, screening a plurality of target natural resource areas from the plurality of natural resource areas according to the area correlation degree between every two natural resource areas.
In the embodiment of the invention, the electronic device can screen a plurality of target natural resource areas from the plurality of natural resource areas according to the area correlation degree between every two natural resource areas. The number of the plurality of target natural resource areas is equal to the number of the plurality of image capturing devices.
In the embodiment of the present invention, the electronic device may perform an image information acquisition operation on the plurality of target natural resource areas according to the plurality of image acquisition devices, so as to output a target area image corresponding to each target natural resource area, and then perform an update operation on the entitlement registration information corresponding to the corresponding target natural resource area according to the target area image, so as to form current entitlement registration information corresponding to the target natural resource area.
In the above, for every two natural resource regions, a correlation determination operation is performed on the two natural resource regions to output a region correlation between the two natural resource regions. And screening a plurality of target natural resource areas according to the area correlation degree between every two natural resource areas. And respectively carrying out image information acquisition operation on a plurality of target natural resource areas according to a plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the right-confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form corresponding current right-confirming registration information. Therefore, when the right-confirming registration information is updated, information acquisition operation is not necessarily performed on all natural resource areas, and the problem that resource waste is easy to occur in the existing natural resource right-confirming registration information processing process is solved.
For the step 110, in the execution process, the following may be specifically executed:
for each natural resource region in a plurality of natural resource regions, performing feature extraction operation on the natural resource region to output region feature information corresponding to the natural resource region;
and for every two natural resource areas in the plurality of natural resource areas, performing area correlation degree determination operation on the two natural resource areas according to area characteristic information corresponding to the two natural resource areas so as to output the area correlation degree between the two natural resource areas.
Wherein, for each two natural resource areas in the plurality of natural resource areas, according to area feature information corresponding to the two natural resource areas, the step of performing area relevancy determination operation on the two natural resource areas to output area relevancy between the two natural resource areas may specifically execute the following steps:
for every two natural resource areas in the plurality of natural resource areas, performing position distance calculation operation on the two natural resource areas according to area positions included in area characteristic information corresponding to the two natural resource areas so as to output the position distance between the two natural resource areas;
and for every two natural resource areas in the plurality of natural resource areas, carrying out area correlation degree determination operation on the two natural resource areas according to the position distance between the two natural resource areas so as to output the area correlation degree between the two natural resource areas, wherein the area correlation degree and the position distance have a negative correlation corresponding relation.
For the step 120, in the execution process, the following may be specifically executed:
counting the number of the plurality of image acquisition devices to output the device counting number corresponding to the plurality of image acquisition devices;
determining a plurality of first natural resource areas with corresponding quantity in the plurality of natural resource areas according to the device statistical quantity, taking the plurality of first natural resource areas as a clustering center, and clustering the plurality of natural resource areas according to the area correlation degree between every two natural resource areas to output a plurality of area clustering sets, wherein each area clustering set in the plurality of area clustering sets comprises one first natural resource area;
and for each region cluster set in the plurality of region cluster sets, screening a natural resource region from the region cluster set, and marking the natural resource region as a target natural resource region.
The method comprises the steps of determining a plurality of first natural resource areas in corresponding quantity in the plurality of natural resource areas according to the device statistics quantity, taking the plurality of first natural resource areas as a clustering center, and clustering the plurality of natural resource areas according to the area correlation degree between every two natural resource areas to output a plurality of area clustering sets, wherein the following contents can be specifically executed in the execution process:
randomly screening a plurality of second natural resource areas with corresponding quantity in the plurality of natural resource areas according to the equipment statistical quantity, and performing set construction operation according to the plurality of second natural resource areas to form a second area set;
randomly screening a plurality of second natural resource areas with corresponding quantity in the plurality of natural resource areas according to the statistical quantity of the equipment, and performing set construction operation according to the plurality of second natural resource areas to form a second area set, wherein after the execution is performed for multiple times, for each second area set in the plurality of second area sets, performing mean calculation operation on the area correlation between every two second natural resource areas in the second area set to output an area correlation mean value corresponding to the second area set;
marking each second natural resource region included in the second region set corresponding to the region correlation degree average value with the minimum value as a first natural resource region;
each first natural resource area in a plurality of first natural resource areas formed by marking is used as a clustering center, and clustering operation is performed on the plurality of natural resource areas according to the area correlation degree between every two natural resource areas (for example, the natural resource areas can be distributed to an area clustering set corresponding to one first natural resource area with the largest area correlation degree in the plurality of first natural resource areas), so as to output a plurality of area clustering sets.
For each region cluster set in the plurality of region cluster sets, screening a natural resource region from the region cluster set, and marking the natural resource region as a target natural resource region, in the execution process, the following steps may be specifically executed:
for each natural resource region in each region clustering set in the plurality of region clustering sets, performing mean calculation operation on the region correlation degree between the natural resource region and each other natural resource region in the region clustering set to output corresponding mean correlation degree;
and screening a natural resource region corresponding to the maximum mean correlation degree from the region cluster set for each region cluster set in the plurality of region cluster sets, and marking the natural resource region as a target natural resource region.
For the step 130, in the execution process, the following may be specifically executed:
performing correspondence determination operations (which may be any one-to-one correspondence) on the plurality of image acquisition devices and the plurality of target natural resource areas to form one-to-one device-area correspondence between the plurality of image acquisition devices and the plurality of target natural resource areas;
for each image acquisition device in the plurality of image acquisition devices, performing image information acquisition operation on a corresponding target natural resource area through the image acquisition device to output a target area image corresponding to the target natural resource area, where the image acquisition device belongs to a mobile device (for example, a camera carried by an unmanned aerial vehicle, etc.);
for each target natural resource area, performing image similarity calculation operation on a target area image corresponding to the target natural resource area and a history area image corresponding to the target natural resource area to output image similarity corresponding to the target natural resource area;
for each target natural resource region, determining whether to perform an update operation on the authorization registration information corresponding to the target natural resource region according to the image similarity corresponding to the target natural resource region, and if the update operation is required (for example, the image similarity is smaller than a configured threshold), performing an update operation on the authorization registration information corresponding to the target natural resource region according to a target region image corresponding to the target natural resource region (for example, a history region image in the authorization registration information may be updated to the target region image), so as to form current authorization registration information corresponding to the target natural resource region.
For each target natural resource region, performing an image similarity calculation operation on a target region image corresponding to the target natural resource region and a history region image corresponding to the target natural resource region to output an image similarity corresponding to the target natural resource region, where in an execution process, the following may be specifically executed:
performing image connected region identification operation on the target region image to output a first connected region set corresponding to the target region image, and performing image connected region identification operation on the historical region image to output a second connected region set corresponding to the historical region image, wherein each first connected region included in the first connected region set belongs to the target region image, and each second connected region included in the second connected region set belongs to the historical region image;
performing natural resource object recognition operation on the target area image to output a first object set corresponding to the target area image, and performing natural resource object recognition operation on the historical area image to output a second object set corresponding to the historical area image, wherein each first natural resource object included in the first object set belongs to the target area image, and each second natural resource object included in the second object set belongs to the historical area image;
for every two first natural resource objects, performing calculation operation on the image distance of the two first natural resource objects in the target area image to output the image distance corresponding to the two first natural resources, then performing determination operation on the size relation between the image distance and a preset image distance threshold, and performing comparison operation on first connected domains to which the two first natural resource objects belong under the condition that the image distance is smaller than the image distance threshold, and marking the two first natural resource objects as first natural resource object combinations corresponding to the first object set under the condition that the first connected domains to which the two first natural resource objects belong are the same;
for every two second natural resource objects, calculating the image distance of the two second natural resource objects in the historical region image to output the image distance corresponding to the two second natural resources, determining the size relationship between the image distance and a preset image distance threshold, comparing second connected domains to which the two second natural resource objects belong when the image distance is smaller than the image distance threshold, and marking the two second natural resource objects as second natural resource object combinations corresponding to the second object set when the second connected domains to which the two second natural resource objects belong are the same;
for each first natural resource object combination, performing object contour similarity calculation operation on the first natural resource object combination and each second natural resource object combination respectively to output object contour similarities between the first natural resource object combination and each second natural resource object combination, screening an object contour similarity having a maximum value from the object contour similarities between the first natural resource object combination and each second natural resource object combination to mark as a combined object contour similarity corresponding to the first natural resource object combination, wherein the object contour similarity is used for representing an average value of the similarities of an object contour corresponding to each first natural resource object included in the first natural resource object combination and an object contour corresponding to each second natural resource object included in the second natural resource object combination;
performing a quantity-to-ratio calculation operation on the first natural resource object combinations (for example, the quantity of the first natural resource object combinations may be divided by a target quantity, where the target quantity may be a square of the quantity of the first natural resource objects included in the first object set), so as to output quantity-to-ratio corresponding to the first natural resource object combinations, and then fusing image similarity corresponding to the target natural resource area according to the quantity-to-ratio and combined object contour similarity corresponding to each first natural resource object combination corresponding to the first object set (for example, an average value of the combined object contour similarities may be calculated first, and then the average value and the quantity-to-ratio are fused, for example, a product of the average value and the quantity-to-ratio may be calculated).
For each target natural resource region, performing an image similarity calculation operation on a target region image corresponding to the target natural resource region and a history region image corresponding to the target natural resource region to output an image similarity corresponding to the target natural resource region, where in an execution process, the following may be specifically executed:
performing image connected region identification operation on the target region image to output a first connected region set corresponding to the target region image, and performing image connected region identification operation on the historical region image to output a second connected region set corresponding to the historical region image, wherein each first connected region included in the first connected region set belongs to the target region image, and each second connected region included in the second connected region set belongs to the historical region image;
performing natural resource object identification operation on the target area image to output a first object set corresponding to the target area image, and performing natural resource object identification operation on the historical area image to output a second object set corresponding to the historical area image, wherein each first natural resource object included in the first object set belongs to the target area image, and each second natural resource object included in the second object set belongs to the historical area image;
for every two first natural resource objects in the first object set, performing calculation operation on the image distance of the two first natural resource objects in the target area image to output the image distance corresponding to the two first natural resources, determining the size relationship between the image distance and a preset image distance threshold, performing comparison operation on first connected domains to which the two first natural resource objects belong under the condition that the image distance is smaller than the image distance threshold, and marking the two first natural resource objects as a first natural resource object combination under the condition that the first connected domains to which the two first natural resource objects belong are the same;
for every two first natural resource objects in the first object set, in a case that the two first natural resource objects do not belong to the first natural resource object combination, performing an object contour similarity calculation operation on the two first natural resource objects and each first natural resource object combination (refer to the following related description, such as a calculation manner between the two combinations) to output object contour similarities between the two first natural resource objects and each first natural resource object combination, and in a case that the object contour similarities between the two first natural resource objects and each first natural resource object combination are smaller than a preset similarity threshold, marking the two first natural resource objects as new first natural resource object combinations;
for every two second natural resource objects in the second object set, performing calculation operation on the image distance of the two second natural resource objects in the historical region image to output the image distance corresponding to the two second natural resources, determining the size relationship between the image distance and a preset image distance threshold, performing comparison operation on second connected domains to which the two second natural resource objects belong under the condition that the image distance is smaller than the image distance threshold, and marking the two second natural resource objects as a second natural resource object combination under the condition that the second connected domains to which the two second natural resource objects belong are the same;
for every two second natural resource objects in the second object set, in a case that the two second natural resource objects do not belong to the second natural resource object combination, performing an object contour similarity calculation operation on the two second natural resource objects and each second natural resource object combination to output an object contour similarity between the two second natural resource objects and each second natural resource object combination (refer to the following related description, such as a calculation manner between the two combinations), and in a case that the object contour similarity between the two second natural resource objects and each second natural resource object combination is smaller than a preset similarity threshold, marking the two second natural resource objects as a new second natural resource object combination;
for each of the first natural resource object combinations marked currently, performing object contour similarity calculation operation on the first natural resource object combination and each of the second natural resource object combinations respectively to output object contour similarities between the first natural resource object combination and each of the second natural resource object combinations, and then screening an object contour similarity having a maximum value from the object contour similarities between the first natural resource object combination and each of the second natural resource object combinations to mark as a combined object contour similarity corresponding to the first natural resource object combination, where the object contour similarity is used to represent an average value of the similarities of object contours corresponding to each of the first natural resource objects included in the first natural resource object combination and each of the second natural resource objects included in the second natural resource object combination;
for each first natural resource object combination marked currently, performing object contour similarity calculation operation on the first natural resource object combination and each adjacent first natural resource object respectively to output object contour similarity between the first natural resource object combination and each adjacent first natural resource object (the object contour similarity between the first natural resource object combination and the adjacent first natural resource object is equal to the larger value of the object contour similarity between two first natural resource objects in the first natural resource object combination and the adjacent first natural resource object), and performing mean value calculation operation on the object contour similarity between the first natural resource object combination and each adjacent first natural resource object to output adjacent contour similarity corresponding to the first natural resource object combination;
according to the similarity of the adjacent contour corresponding to each of the first natural resource object combinations (for example, the similarity of the adjacent contour corresponding to each of the first natural resource object combinations may be first determined, and then weighted summation calculation is performed), the similarity of the contour of the combined object corresponding to each of the first natural resource object combinations is subjected to weighted summation calculation, so as to output the image similarity corresponding to the target natural resource region.
Referring to fig. 3, an embodiment of the present invention further provides a natural resource right registration information processing system, which is applicable to the electronic device. The natural resource right-confirming registration information processing system comprises the following units (belonging to computer software functional modules):
the system comprises a correlation degree determining unit, a correlation degree determining unit and a correlation degree determining unit, wherein the correlation degree determining unit is used for performing correlation degree determining operation on two natural resource areas in a plurality of natural resource areas so as to output the area correlation degree between the two natural resource areas;
a target area determining unit, configured to screen multiple target natural resource areas from the multiple natural resource areas according to an area correlation between every two natural resource areas, where the number of the multiple target natural resource areas is equal to the number of the multiple image acquisition devices;
and the registration information updating unit is used for respectively carrying out image information acquisition operation on the plurality of target natural resource areas according to the plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the right-confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form the current right-confirming registration information corresponding to the target natural resource area.
In summary, according to the method, the system, and the device for processing the natural resource right registration information provided by the present invention, for every two natural resource regions, the correlation degree determination operation is performed on the two natural resource regions, so as to output the region correlation degree between the two natural resource regions. And screening a plurality of target natural resource areas according to the area correlation degree between every two natural resource areas. And respectively carrying out image information acquisition operation on a plurality of target natural resource areas according to a plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the right-confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form corresponding current right-confirming registration information. Therefore, when the right-confirming registration information is updated, information collection operation is not necessarily performed on all natural resource areas, and the problem that resource waste is easy to occur in the existing natural resource right-confirming registration information processing process is solved.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A natural resource right-confirming registration information processing method is applied to an electronic device, wherein a plurality of image acquisition devices are connected to the electronic device in a communication mode, and the method comprises the following steps:
for every two natural resource areas in the plurality of natural resource areas, performing correlation degree determination operation on the two natural resource areas to output area correlation degrees between the two natural resource areas;
screening a plurality of target natural resource areas from the plurality of natural resource areas according to the area correlation degree between every two natural resource areas, wherein the number of the plurality of target natural resource areas is equal to that of the plurality of image acquisition devices;
and respectively carrying out image information acquisition operation on the plurality of target natural resource areas according to the plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the authority confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form the current authority confirming registration information corresponding to the target natural resource area.
2. The natural resource right-confirming registration information processing method according to claim 1, wherein the step of performing a correlation degree determining operation on two natural resource regions of the plurality of natural resource regions for each of the two natural resource regions to output a region correlation degree between the two natural resource regions comprises:
for each natural resource region in a plurality of natural resource regions, performing feature extraction operation on the natural resource region to output region feature information corresponding to the natural resource region;
and for every two natural resource areas in the plurality of natural resource areas, performing area correlation degree determination operation on the two natural resource areas according to area characteristic information corresponding to the two natural resource areas so as to output the area correlation degree between the two natural resource areas.
3. The method as claimed in claim 2, wherein the step of performing a region correlation determination operation on two natural resource regions of the plurality of natural resource regions according to the region feature information corresponding to the two natural resource regions to output the region correlation between the two natural resource regions comprises:
for every two natural resource areas in the plurality of natural resource areas, performing position distance calculation operation on the two natural resource areas according to area positions included in area characteristic information corresponding to the two natural resource areas so as to output the position distance between the two natural resource areas;
and for every two natural resource areas in the plurality of natural resource areas, performing area correlation degree determination operation on the two natural resource areas according to the position distance between the two natural resource areas so as to output the area correlation degree between the two natural resource areas, wherein the area correlation degree and the position distance have a negative correlation corresponding relation.
4. The natural resource right-confirming registration information processing method according to claim 1, wherein the step of screening a plurality of target natural resource regions from the plurality of natural resource regions according to a region correlation between every two of the natural resource regions comprises:
performing statistical operation on the number of the plurality of image acquisition devices to output the device statistical number corresponding to the plurality of image acquisition devices;
determining a plurality of first natural resource areas in a corresponding quantity in the plurality of natural resource areas according to the device statistical quantity, taking the plurality of first natural resource areas as a clustering center, and performing clustering operation on the plurality of natural resource areas according to the area correlation degree between every two natural resource areas to output a plurality of area clustering sets, wherein each area clustering set in the plurality of area clustering sets comprises one first natural resource area;
and for each region cluster set in the plurality of region cluster sets, screening a natural resource region from the region cluster set, and marking the natural resource region as a target natural resource region.
5. The natural resource weight-confirming registration information processing method according to claim 4, wherein the step of confirming a plurality of first natural resource areas of a corresponding number in the plurality of natural resource areas by the device statistical number, using the plurality of first natural resource areas as a clustering center, and performing a clustering operation on the plurality of natural resource areas according to a region correlation degree between every two natural resource areas to output a plurality of region clustering sets comprises:
randomly screening a plurality of second natural resource areas with corresponding quantity in the plurality of natural resource areas according to the equipment statistical quantity, and performing set construction operation according to the plurality of second natural resource areas to form a second area set;
randomly screening a plurality of second natural resource areas with corresponding quantity in the plurality of natural resource areas according to the statistical quantity of the equipment, and performing set construction operation according to the plurality of second natural resource areas to form a second area set, wherein after the execution is performed for multiple times, for each second area set in the plurality of second area sets, performing mean calculation operation on the area correlation between every two second natural resource areas in the second area set to output an area correlation mean value corresponding to the second area set;
marking each second natural resource region included in the second region set corresponding to the region correlation degree average value with the minimum value as a first natural resource region;
and taking each first natural resource area in a plurality of first natural resource areas formed by marking as a clustering center, and clustering the plurality of natural resource areas according to the area correlation degree between every two natural resource areas to output a plurality of area clustering sets.
6. The natural resource right-confirming registration information processing method according to claim 4, wherein the step of screening out one natural resource region from the region cluster set for each of the plurality of region cluster sets, which is marked as a target natural resource region, comprises:
for each natural resource region in each region cluster set in the plurality of region cluster sets, performing mean value calculation operation on the region correlation degree between the natural resource region and each other natural resource region in the region cluster set to output corresponding mean value correlation degree;
and for each regional cluster set in the plurality of regional cluster sets, screening a natural resource region corresponding to the maximum mean correlation degree from the regional cluster set, and marking the natural resource region as a target natural resource region.
7. The method as claimed in any one of claims 1 to 6, wherein the step of performing image information collection operation on the target natural resource areas according to the image collection devices to output target area images corresponding to each target natural resource area, and performing update operation on the right-confirming registration information corresponding to the target natural resource area according to the target area images to form current right-confirming registration information corresponding to the target natural resource area comprises:
performing correspondence determination operation on the plurality of image acquisition devices and the plurality of target natural resource areas to form one-to-one corresponding device-area correspondence between the plurality of image acquisition devices and the plurality of target natural resource areas;
for each image acquisition device in the plurality of image acquisition devices, carrying out image information acquisition operation on the corresponding target natural resource area through the image acquisition device so as to output a target area image corresponding to the target natural resource area, wherein the image acquisition device belongs to a movable device;
for each target natural resource area, performing image similarity calculation operation on a target area image corresponding to the target natural resource area and a history area image corresponding to the target natural resource area to output image similarity corresponding to the target natural resource area;
and for each target natural resource area, determining whether to update the authority-determining registration information corresponding to the target natural resource area according to the image similarity corresponding to the target natural resource area, and under the condition that the update operation is needed, updating the authority-determining registration information corresponding to the target natural resource area according to the target area image corresponding to the target natural resource area so as to form the current authority-determining registration information corresponding to the target natural resource area.
8. The natural resource right registration information processing method according to claim 7, wherein the step of performing, for each of the target natural resource regions, an image similarity calculation operation on a target region image corresponding to the target natural resource region and a history region image corresponding to the target natural resource region to output an image similarity corresponding to the target natural resource region includes:
performing image connected region identification operation on the target region image to output a first connected region set corresponding to the target region image, and performing image connected region identification operation on the historical region image to output a second connected region set corresponding to the historical region image, wherein each first connected region included in the first connected region set belongs to the target region image, and each second connected region included in the second connected region set belongs to the historical region image;
performing natural resource object identification operation on the target area image to output a first object set corresponding to the target area image, and performing natural resource object identification operation on the historical area image to output a second object set corresponding to the historical area image, wherein each first natural resource object included in the first object set belongs to the target area image, and each second natural resource object included in the second object set belongs to the historical area image;
for every two first natural resource objects, performing calculation operation on the image distance of the two first natural resource objects in the target area image to output the image distance corresponding to the two first natural resources, then performing determination operation on the size relation between the image distance and a preset image distance threshold, and performing comparison operation on first connected domains to which the two first natural resource objects belong under the condition that the image distance is smaller than the image distance threshold, and marking the two first natural resource objects as first natural resource object combinations corresponding to the first object set under the condition that the first connected domains to which the two first natural resource objects belong are the same;
for every two second natural resource objects, performing calculation operation on the image distance of the two second natural resource objects in the historical region image to output the image distance corresponding to the two second natural resources, then performing determination operation on the size relation between the image distance and a preset image distance threshold, performing comparison operation on second connected domains to which the two second natural resource objects belong under the condition that the image distance is smaller than the image distance threshold, and marking the two second natural resource objects as second natural resource object combinations corresponding to the second object set under the condition that the second connected domains to which the two second natural resource objects belong are the same;
for each first natural resource object combination, performing object contour similarity calculation operation on the first natural resource object combination and each second natural resource object combination respectively to output object contour similarities between the first natural resource object combination and each second natural resource object combination, screening an object contour similarity having a maximum value from the object contour similarities between the first natural resource object combination and each second natural resource object combination to mark as a combined object contour similarity corresponding to the first natural resource object combination, wherein the object contour similarity is used for representing an average value of the similarities of an object contour corresponding to each first natural resource object included in the first natural resource object combination and an object contour corresponding to each second natural resource object included in the second natural resource object combination;
and performing quantity ratio calculation operation on the first natural resource object combinations to output quantity ratios corresponding to the first natural resource object combinations, and fusing to form image similarities corresponding to the target natural resource areas according to the quantity ratios and the combined object contour similarities corresponding to each first natural resource object combination corresponding to the first object set.
9. A natural resource right-confirming registration information processing system is applied to an electronic device, and the electronic device is connected with a plurality of image acquisition devices in a communication mode, and the system comprises:
the system comprises a correlation degree determining unit, a correlation degree determining unit and a correlation degree determining unit, wherein the correlation degree determining unit is used for performing correlation degree determining operation on two natural resource areas in a plurality of natural resource areas so as to output the area correlation degree between the two natural resource areas;
a target area determining unit, configured to screen multiple target natural resource areas from the multiple natural resource areas according to an area correlation between every two natural resource areas, where the number of the multiple target natural resource areas is equal to the number of the multiple image acquisition devices;
and the registration information updating unit is used for respectively carrying out image information acquisition operation on the plurality of target natural resource areas according to the plurality of image acquisition devices so as to respectively output a target area image corresponding to each target natural resource area, and then carrying out updating operation on the right-confirming registration information corresponding to the corresponding target natural resource area according to the target area image so as to form the current right-confirming registration information corresponding to the target natural resource area.
10. An electronic device, wherein a plurality of image capturing devices are communicatively connected to the electronic device, and the electronic device is configured to execute the natural resource right registration information processing method according to any one of claims 1 to 8.
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