CN-112837029-B - Remote sensing information processing method, device, equipment and storage medium

CN112837029BCN 112837029 BCN112837029 BCN 112837029BCN-112837029-B

Abstract

The application discloses a remote sensing information processing method, a device, equipment and a storage medium, and relates to the field of communication computers, wherein the method comprises the steps of acquiring remote sensing information to be analyzed when an analysis request submitted by a remote sensing area server is received, wherein the remote sensing information to be analyzed does not comprise object identification information for identifying an object to be analyzed corresponding to the analysis request, and processing the object identification information at the remote sensing area server; and sending the remote sensing information analysis result to the remote sensing area server end so as to carry out various processing on the remote sensing information analysis result by the remote sensing area server end. In the application, the intelligent analysis platform with more resource consumption is built only at the local server end, and the object identification information is leaked, so that the resources are saved, the income is improved, and the privacy of the object to be analyzed is protected.

Inventors

XIAO XIANG
WU HAISHAN
YIN LEI

Assignees

深圳前海微众银行股份有限公司

Dates

Publication Date: 20260508
Application Date: 20210129

Claims (9)

1. The remote sensing information processing method is characterized by being applied to a local server side, and comprises the following steps: When an analysis request submitted by a remote sensing area server is received, acquiring remote sensing information to be analyzed, wherein the remote sensing information to be analyzed comprises satellite picture information to be analyzed, the satellite picture information to be analyzed comprises a specified analysis strategy, the specified analysis strategy comprises a specified analysis model and a specified analysis method, the specified analysis method comprises regression analysis and convolution analysis, and the specified analysis model comprises an analysis model based on random forests and an analysis model based on federal learning; The remote sensing information to be analyzed does not comprise object identification information for identifying the object to be analyzed corresponding to the analysis request, and the remote sensing area server side processes the object identification information; analyzing and processing the remote sensing information to be analyzed locally to obtain a remote sensing information analysis result; based on the remote sensing information to be analyzed, generating an ID number of the remote sensing information analysis result, and mapping and storing the ID number and the remote sensing information analysis result; and sending the remote sensing information analysis result to the remote sensing area server side so that the remote sensing area server side can map and store the remote sensing information analysis result and the ID number, wherein the remote sensing area server side generates the analysis request through area association information which is selected by a user on a corresponding service interface of the remote sensing area server side.
2. The method for processing remote sensing information according to claim 1, wherein the step of locally analyzing the remote sensing information to be analyzed to obtain the analysis result of the remote sensing information comprises the steps of: Determining the computational power resources of each local analysis queue, and sequencing the computational power resources to obtain a sequencing result; And determining a target analysis queue according to the sorting result and the type of the remote sensing information to be analyzed, and analyzing and processing the remote sensing information to be analyzed based on the target analysis queue to obtain a remote sensing information analysis result.
3. The method for processing remote sensing information according to claim 1, wherein the step of locally analyzing the remote sensing information to be analyzed to obtain the analysis result of the remote sensing information comprises the steps of: determining whether to partition the remote sensing information to be analyzed according to the attribute of the remote sensing area to which the remote sensing information to be analyzed belongs; If the remote sensing information to be analyzed is determined to be processed in a partitioning mode, processing the remote sensing information to be analyzed of each partition at the same time, and obtaining analysis results of each partition; And aggregating the partition analysis results to obtain remote sensing information analysis results.
4. A method of processing remote sensing information according to any one of claims 1 to 3, wherein the remote sensing information to be analyzed comprises the production status of the remote sensing area under jurisdiction.
5. The method of claim 1, wherein after the step of sending the remote sensing information analysis result to the remote sensing area server, the method further comprises: And determining whether to loan to the object to be analyzed corresponding to the analysis request according to the remote sensing information analysis result.
6. The utility model provides a remote sensing information processing device which characterized in that is applied to local server side, the remote sensing information processing device includes: the remote sensing analysis system comprises an acquisition module, a remote sensing area server and a remote sensing analysis module, wherein the acquisition module is used for acquiring remote sensing information to be analyzed when receiving an analysis request submitted by the remote sensing area server, the remote sensing information to be analyzed comprises satellite picture information to be analyzed, the satellite picture information to be analyzed comprises a specified analysis strategy, the specified analysis strategy comprises a specified analysis model and a specified analysis method; The remote sensing information to be analyzed does not comprise object identification information for identifying the object to be analyzed corresponding to the analysis request, and the remote sensing area server side processes the object identification information; The analysis module is used for locally analyzing and processing the remote sensing information to be analyzed to obtain a remote sensing information analysis result; a transmission module, the transmission module comprising: The generation unit is used for generating an ID number of the remote sensing information analysis result based on the remote sensing information to be analyzed, and mapping and storing the ID number and the remote sensing information analysis result; and the sending unit is used for sending the remote sensing information analysis result to the remote sensing area server side so that the remote sensing area server side can map and store the remote sensing information analysis result and the ID number, wherein the remote sensing area server side generates the analysis request through the area association information which is selected by a user on a corresponding service interface of the remote sensing area server side.
7. A remote sensing information processing apparatus is characterized by comprising a memory, a processor and a program stored on the memory for realizing the remote sensing information processing method, The memory is used for storing a program for realizing the remote sensing information processing method; the processor is configured to execute a program for implementing the remote sensing information processing method to implement the steps of the remote sensing information processing method according to any one of claims 1 to 5.
8. A readable storage medium, wherein a program for realizing the remote sensing information processing method is stored on the readable storage medium, and the program for realizing the remote sensing information processing method is executed by a processor to realize the steps of the remote sensing information processing method according to any one of claims 1 to 5.
9. A computer program product comprising a computer program, characterized in that the computer program, when executed by a processor, implements the method of any one of claims 1 to 5.

Description

Remote sensing information processing method, device, equipment and storage medium Technical Field The present application relates to the field of communications computers, and in particular, to a method, an apparatus, a device, and a storage medium for processing remote sensing information. Background With the continuous development of the internet of things, more and more technologies (such as distributed, blockchain Blockchain, artificial intelligence, etc.) are applied to the field of communication computers, but the field of communication computers also provides higher requirements for technologies, such as processing of remote sensing information. The remote sensing information refers to obtaining a remote sensing picture or a remote sensing fragment and the like through ground remote sensing, aviation remote sensing and the like, and further obtaining required information through analysis of the remote sensing picture or the remote sensing fragment and the like, wherein a ground remote sensing sensor can be arranged on a ground platform in a vehicle-mounted mode, a ship-mounted mode, a portable mode and the like, and an aviation remote sensing sensor is arranged on an aviation tool such as an artificial satellite, an aerospace plane, a space station, a rocket and the like. The remote sensing information can be used for evaluating the production condition of loan factories in the jurisdiction or evaluating the economic activity condition of the jurisdiction, and the analysis of the remote sensing information needs to be combined with a powerful artificial intelligence technology for analysis. For companies or financial institutions with small scale, at present, an analysis platform for remote sensing information needs to be established in the jurisdiction to process the remote sensing information, and the analysis platform for the remote sensing information is established in the jurisdiction, so that the investment of excessive cost is low, and the technical problem of low benefit exists. Disclosure of Invention The application mainly aims to provide a remote sensing information processing method, a device, equipment and a storage medium, and aims to solve the technical problems of high resource consumption and low income caused by the fact that remote sensing information needs to be analyzed in a region governed by a financial institution in the prior art. The remote sensing information processing method comprises the steps of obtaining remote sensing information to be analyzed when an analysis request submitted by a remote sensing area server is received, wherein the remote sensing information to be analyzed does not comprise object identification information for identifying an object to be analyzed corresponding to the analysis request, processing the object identification information at the remote sensing area server, analyzing the remote sensing information to be analyzed locally to obtain remote sensing information analysis results, and sending the remote sensing information analysis results to the remote sensing area server for each item of processing of the remote sensing information analysis results by the remote sensing area server. Optionally, the step of analyzing and processing the remote sensing information to be analyzed locally to obtain remote sensing information analysis results comprises the steps of determining computing power resources of each local analysis queue, sequencing the computing power resources to obtain sequencing results, determining a target analysis queue according to the sequencing results and the type of the remote sensing information to be analyzed, and analyzing and processing the remote sensing information to be analyzed based on the target analysis queue to obtain remote sensing information analysis results. Optionally, the remote sensing information to be analyzed comprises satellite picture information to be analyzed, the step of obtaining the remote sensing information to be analyzed when an analysis request submitted by a remote sensing area server is received, and the step of obtaining the satellite picture information to be analyzed comprising a specified analysis strategy when the analysis request submitted by the remote sensing area server is received, wherein the specified analysis strategy comprises a specified analysis model and a specified analysis method. Optionally, the step of locally analyzing the remote sensing information to be analyzed to obtain remote sensing information analysis results comprises the steps of determining whether to conduct partition processing on the remote sensing information to be analyzed according to the attribute of a remote sensing area to which the remote sensing information to be analyzed belongs, processing the remote sensing information to be analyzed of each partition to obtain each partition analysis result if the remote sensing information to be analyzed is determined to be subjected to partition processing, a