Logistics resource management system
Through the connected gear environment screen for multi -level processing and intelligent identification, the problem of the lack of high -precision logistics management logo pattern detection in the existing technology has been solved, and the operating speed and efficiency of logistics companies in the logistics warehouse are realized. Ensure the accurate classification and management of logistics resources.
Patent Information
- Application Number
- CN202411517092.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-29
- Publication Date
- 2025-01-28
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
The lack of targeted and high-precision detection scheme for setting the logistics management LOGO pattern in the prior art has led to the inability to effectively improve the operating speed and efficiency of logistics companies.
Through multi -level processing devices, the receiving gear environment screen is transformed by linear gray, enhanced and contrasting the number -based image transformation, and the LAB color space of each pixel point is determined And B component value, and analyze its gradient value, intelligently identify the detection logo of the logistics manager logo pattern in the intelligent recognition multi -level processing screen, and then control the access control operation of the logistics warehouse.
The accurate testing of the logistics manager logo pattern has been achieved whether the logistics box is set, and the operating speed and efficiency of logistics enterprises in the logistics warehouse will be improved, and the accurate classification and management of logistics resources of different logistics managers will be ensured.
Abstract
Description
Technical Field
[0001] The present invention relates to the field of logistics resource management, and in particular to a logistics resource management system. Background Art
[0002] In recent times, logistics service capabilities have been significantly improved, and the pace of asset restructuring and resource integration of logistics enterprises has further accelerated, forming a group of logistics enterprises with diversified ownership, networked services and modern management. The traditional transportation and warehousing industries have accelerated their transformation to modern logistics industries, and the professional and socialized service capabilities in manufacturing logistics, trade logistics, e-commerce logistics and international logistics have been significantly enhanced, the service level has been continuously improved, and a modern logistics service system has been initially established. At the same time, the conditions of logistics technology and equipment have been significantly improved. Information technology has been widely used, most logistics enterprises have established management information systems, and the construction of logistics information platforms has been rapidly promoted. Modern information technologies such as the Internet of Things and cloud computing have begun to be applied, and special logistics equipment such as loading and unloading, sorting and packaging, processing and distribution, and technologies such as smart labels, tracking and tracing, and path optimization have been rapidly promoted.
[0003] It can be seen that for logistics companies, speed and efficiency are their lifelines, and the operating speed and efficiency of logistics companies need to be improved in all aspects. For example, when sending a logistics box to a logistics warehouse of a set logistics manager, it is necessary to conduct targeted detection at the access control mechanism to see whether there is a set logistics manager's LOGO pattern on the logistics box, and determine whether to enable the logistics box to enter the access control mechanism of the logistics warehouse of the set logistics manager based on the detection result. However, the prior art lacks a targeted and high-precision detection scheme for the set logistics manager's LOGO pattern, which results in the inability to effectively improve the operating speed and efficiency of logistics companies. Summary of the invention
[0004] In order to solve the technical problems in the related fields, the present invention provides a logistics resource management system, which determines the L component value, A component value and B component value of each pixel point in the received targeted optimization picture, that is, the multi-level processing picture in the RGB color space, and for each pixel point in the multi-level processing picture, based on the L component value, A component value and B component value of each pixel point around it and its L component value, A component value and B component value, analyzes its L component gradient value, A component gradient value and B component gradient value, based on the position data of each edge pixel point of the set logistics management party LOGO pattern in the multi-level processing picture, the L component gradient value, A component gradient value and B component gradient value of each pixel point in the multi-level processing picture, and the image of the set logistics management party LOGO pattern The total number of pixel points can intelligently identify whether there is a detection mark of the set logistics management party's LOGO pattern in the multi-level processing screen, and when the detection mark of the set logistics management party's LOGO pattern exists in the multi-level processing screen, an access control instruction is sent to the door control agency of the logistics warehouse of the set logistics management party. Otherwise, a no-entry control instruction is sent to the door control agency of the logistics warehouse of the set logistics management party, thereby realizing accurate classification and management of different logistics resources of different logistics management parties. A multi-level processing device with a customized structure including a primary processing component, a secondary processing component and a final processing component is introduced, which is used to perform linear grayscale transformation processing, image enhancement processing based on logarithmic transformation and contrast sharpening processing on the received workstation environment picture in sequence, so as to obtain and output the corresponding multi-level processing picture, thereby obtaining a better quality image to be detected.
[0005] According to the present invention, a logistics resource management system is provided, the system comprising: A parameter detection device is arranged below a detection station in front of a logistics warehouse of a set logistics management party, and is used to issue a first control command when it is detected that the weight of the load above the detection station exceeds a set weight threshold; A visual acquisition device connected to the parameter detection device via Bluetooth, and configured to perform a visual acquisition action facing the detection station upon receiving the first control command, so as to obtain and output a corresponding station environment picture; A multi-stage processing device, connected to the visual acquisition device and comprising a primary processing component, a secondary processing component and a final processing component, for sequentially performing a linear grayscale transformation process, an image enhancement process based on a logarithmic transformation and a contrast sharpening process on the received workstation environment picture, so as to obtain and output a corresponding multi-stage processing picture; A component analysis mechanism is used to determine the L component value, A component value and B component value of each pixel in the received multi-level processed picture in the LAB color space; An information extraction mechanism connected to the component analysis mechanism is used to analyze the L component gradient value, A component gradient value and B component gradient value of each pixel point in the multi-level processing picture based on the L component value, A component value and B component value of each pixel point around it and its L component value, A component value and B component value; A mark identification mechanism, connected to the information extraction mechanism, is used to intelligently identify whether there is a detection mark of the set logistics management party LOGO pattern in the multi-level processing picture based on the position data of each edge pixel point of the set logistics management party LOGO pattern in the multi-level processing picture, the L component gradient value, the A component gradient value and the B component gradient value of each pixel point in the multi-level processing picture, and the total number of pixels of the set logistics management party LOGO pattern; The access control mechanism is connected to the mark identification mechanism and is used to send an access control instruction to the access control mechanism of the logistics warehouse of the set logistics management party when there is a detection mark of the set logistics management party's LOGO pattern in the intelligent identification multi-level processing screen; otherwise, it sends a prohibition control instruction to the access control mechanism of the logistics warehouse of the set logistics management party.
[0006] It can be seen that the present invention has at least the following three important inventive concepts: First: determine the L component value, A component value and B component value of each pixel in the received multi-level processed image in the RGB color space, and for each pixel in the multi-level processed image, analyze its L component gradient value, A component gradient value and B component gradient value based on the L component value, A component value and B component value of each pixel around it and its L component value, A component value and B component value; Secondly: based on the position data of each edge pixel point of the set logistics management party's LOGO pattern in the multi-level processing screen, the L component gradient value, the A component gradient value and the B component gradient value of each pixel point in the multi-level processing screen and the total number of pixels of the set logistics management party's LOGO pattern, it is intelligently identified whether there is a detection mark of the set logistics management party's LOGO pattern in the multi-level processing screen, and when the detection mark of the set logistics management party's LOGO pattern is intelligently identified in the multi-level processing screen, an access control instruction is sent to the access control agency of the logistics warehouse of the set logistics management party, otherwise, a prohibition control instruction is sent to the access control agency of the logistics warehouse of the set logistics management party, thereby realizing accurate classification and management of different logistics resources of different logistics management parties; Again: a multi-level processing device with a customized structure including a primary processing component, a secondary processing component and a final processing component is introduced to perform linear grayscale transformation processing, image enhancement processing based on logarithmic transformation and contrast sharpening processing on the received workstation environment image in sequence, so as to obtain and output the corresponding multi-level processing image, thereby obtaining an image to be detected with better image quality. DETAILED DESCRIPTION
[0007] The following is a detailed description of an embodiment of the logistics resource management system of the present invention.
[0008] The logistics resource management system shown in the first embodiment of the present invention includes: A parameter detection device is arranged below a detection station in front of a logistics warehouse of a set logistics management party, and is used to issue a first control command when it is detected that the weight of the load above the detection station exceeds a set weight threshold; Specifically, the parameter detection device is arranged below the detection station in front of the logistics warehouse of the set logistics management party, and is used to issue a first control command when it is detected that the weight of the load above the detection station exceeds the set weight threshold. The parameter detection device has a built-in weight sensing unit and a micro control unit, and the weight sensing unit is connected to the micro control unit and is arranged below the detection station in front of the logistics warehouse of the set logistics management party, and is used to issue a first control command when it is detected that the weight of the load above the detection station exceeds the set weight threshold; A visual acquisition device connected to the parameter detection device via Bluetooth, and configured to perform a visual acquisition action facing the detection station upon receiving the first control command, so as to obtain and output a corresponding station environment picture; A multi-stage processing device, connected to the visual acquisition device and comprising a primary processing component, a secondary processing component and a final processing component, for sequentially performing a linear grayscale transformation process, an image enhancement process based on a logarithmic transformation and a contrast sharpening process on the received workstation environment picture, so as to obtain and output a corresponding multi-stage processing picture; A component analysis mechanism is used to determine the L component value, A component value and B component value of each pixel in the received multi-level processed picture in the LAB color space; An information extraction mechanism connected to the component analysis mechanism is used to analyze the L component gradient value, A component gradient value and B component gradient value of each pixel point in the multi-level processing picture based on the L component value, A component value and B component value of each pixel point around it and its L component value, A component value and B component value; A mark identification mechanism, connected to the information extraction mechanism, is used to intelligently identify whether there is a detection mark of the set logistics management party LOGO pattern in the multi-level processing picture based on the position data of each edge pixel point of the set logistics management party LOGO pattern in the multi-level processing picture, the L component gradient value, the A component gradient value and the B component gradient value of each pixel point in the multi-level processing picture, and the total number of pixels of the set logistics management party LOGO pattern; For example, a mark identification mechanism is connected to the information extraction mechanism and is used to intelligently identify whether there is a detection mark of the set logistics management party LOGO pattern in the multi-level processing screen based on the respective position data of each edge pixel point of the set logistics management party LOGO pattern in the multi-level processing screen, the L component gradient value, the A component gradient value and the B component gradient value of each pixel point in the multi-level processing screen, and the total number of pixels of the set logistics management party LOGO pattern. It includes: SOC devices can be selected to implement the mark identification mechanism, which is connected to the information extraction mechanism and is used to intelligently identify whether there is a detection mark of the set logistics management party LOGO pattern in the multi-level processing screen based on the respective position data of each edge pixel point of the set logistics management party LOGO pattern in the multi-level processing screen, the L component gradient value, the A component gradient value and the B component gradient value of each pixel point in the multi-level processing screen, and the total number of pixels of the set logistics management party LOGO pattern; The access control mechanism is connected to the logo identification mechanism and is used to send an access control instruction to the access control mechanism of the logistics warehouse of the set logistics management party when the detection mark of the set logistics management party's LOGO pattern exists in the intelligent recognition multi-level processing screen; otherwise, send a prohibition control instruction to the access control mechanism of the logistics warehouse of the set logistics management party; Specifically, the access control mechanism is connected to the mark identification mechanism, and is used to send an access control instruction to the access control mechanism of the logistics warehouse of the set logistics management party when a detection mark of the set logistics management party LOGO pattern exists in the intelligent identification multi-level processing screen, otherwise, sending a prohibited entry control instruction to the access control mechanism of the logistics warehouse of the set logistics management party includes: the access control mechanism is a programmable logic device, connected to the mark identification mechanism, and is used to send an access control instruction to the access control mechanism of the logistics warehouse of the set logistics management party when a detection mark of the set logistics management party LOGO pattern exists in the intelligent identification multi-level processing screen, otherwise, sending a prohibited entry control instruction to the access control mechanism of the logistics warehouse of the set logistics management party; Wherein, the multi-stage processing device is connected to the visual acquisition device and includes a primary processing component, a secondary processing component and a final processing component, and is used to sequentially perform linear grayscale transformation processing, image enhancement processing based on logarithmic transformation and contrast sharpening processing on the received workstation environment picture to obtain and output the corresponding multi-stage processing picture, including: the primary processing component, the secondary processing component and the final processing component are sequentially connected; Wherein, the parameter detection device is further used to issue a second control command when it is detected that the weight of the load above the detection station does not exceed the set weight threshold; Wherein, the visual acquisition device is also used to temporarily suspend the execution of the visual acquisition action facing the inspection station when receiving the second control command.
[0009] Different from the first embodiment of the present invention, the logistics resource management system in the second embodiment of the present invention may further include the following components: A data monitoring device, comprising a plurality of monitoring cameras facing the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism respectively, for monitoring the real-time status of the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism in a time-sharing manner; Wherein, the data monitoring device comprises a plurality of monitoring cameras facing the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism respectively, and is used for time-sharing monitoring of the real-time status of the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism, including: the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism are respectively connected to the data monitoring device using different CSI interfaces; Wherein, the data monitoring device comprises a plurality of monitoring cameras respectively facing the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism, and is used for time-sharing monitoring of the real-time status of the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism, and further comprises: a plurality of monitoring cameras respectively facing the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism have the same structure; Wherein, the data monitoring device includes a plurality of monitoring cameras facing the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism respectively, and is used for time-sharing monitoring of the real-time status of the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism. It also includes: a plurality of monitoring cameras with built-in image sensing units facing the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism respectively; And wherein, a plurality of surveillance cameras are respectively oriented to the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the sign identification mechanism, and have built-in image sensor units: the image sensor units are CMOS sensor units or CCD sensor units.
[0010] Different from the first embodiment of the present invention, the logistics resource management system in the third embodiment of the present invention may further include the following components: a content display device, connected to the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the logo identification mechanism, respectively, and used to simultaneously display various status information of the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the logo identification mechanism, further comprising: the content display device is a liquid crystal display screen or an LED display array; Wherein, the quartz oscillator device is respectively connected to the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism, and is used to simultaneously provide the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism with the working clock pulses they need; And wherein, the quartz oscillator device is respectively connected to the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism, and is used to simultaneously provide the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism with the working clock pulses they each need, including: the working clock pulses simultaneously provided to the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism are all square wave waveforms.
[0011] In addition, in the logistics resource management system, a multi-level processing device is connected to the visual acquisition device and includes a primary processing component, a secondary processing component and a final processing component, which is used to sequentially perform linear grayscale transformation processing, image enhancement processing based on logarithmic transformation and contrast sharpening processing on the received workstation environment picture to obtain and output the corresponding multi-level processed picture. It also includes: the primary processing component is used to perform linear grayscale transformation processing on the received picture, the secondary processing component is used to perform image enhancement processing based on logarithmic transformation on the received picture, and the final processing component is used to perform contrast sharpening processing on the received picture.
[0012] The logistics resource management system of the present invention can solve the technical problem in the prior art that the operating speed and efficiency of the set logistics manager cannot be effectively improved. When the logistics box is sent to the logistics warehouse of the set logistics manager, the access control mechanism can perform targeted detection on whether there is a set logistics manager's LOGO pattern on the logistics box, and based on the detection result, it can determine whether to enable the logistics box to enter the access control mechanism of the logistics warehouse of the set logistics manager, thereby solving the above technical problem.
[0013] It should be understood by those skilled in the art that the embodiments of the present invention shown in the above description are only examples and do not limit the present invention. The purpose of the present invention has been fully and effectively achieved. The functional and structural principles of the present invention have been demonstrated and explained in the embodiments, and the embodiments of the present invention may be modified or altered in any way without departing from the principles.
Claims
1. A logistics resource management system, characterized in that: The system comprises: A parameter detection device is arranged below a detection station in front of a logistics warehouse of a set logistics management party, and is used to issue a first control command when it is detected that the weight of the load above the detection station exceeds a set weight threshold; A visual acquisition device connected to the parameter detection device via Bluetooth, and configured to perform a visual acquisition action facing the detection station upon receiving the first control command, so as to obtain and output a corresponding station environment picture; A multi-stage processing device, connected to the visual acquisition device and comprising a primary processing component, a secondary processing component and a final processing component, for sequentially performing a linear grayscale transformation process, an image enhancement process based on a logarithmic transformation and a contrast sharpening process on the received workstation environment picture, so as to obtain and output a corresponding multi-stage processing picture; A component analysis mechanism is used to determine the L component value, A component value and B component value of each pixel in the received multi-level processed picture in the LAB color space; An information extraction mechanism connected to the component analysis mechanism is used to analyze the L component gradient value, A component gradient value and B component gradient value of each pixel point in the multi-level processing picture based on the L component value, A component value and B component value of each pixel point around it and its L component value, A component value and B component value; A mark identification mechanism, connected to the information extraction mechanism, is used to intelligently identify whether there is a detection mark of the set logistics management party LOGO pattern in the multi-level processing picture based on the position data of each edge pixel point of the set logistics management party LOGO pattern in the multi-level processing picture, the L component gradient value, the A component gradient value and the B component gradient value of each pixel point in the multi-level processing picture, and the total number of pixels of the set logistics management party LOGO pattern; The access control mechanism is connected to the mark identification mechanism and is used to send an access control instruction to the access control mechanism of the logistics warehouse of the set logistics management party when there is a detection mark of the set logistics management party's LOGO pattern in the intelligent identification multi-level processing screen; otherwise, it sends a prohibition control instruction to the access control mechanism of the logistics warehouse of the set logistics management party.
2. The logistics resource management system according to claim 1, characterized in that: A multi-stage processing device, connected to the visual acquisition device and comprising a primary processing component, a secondary processing component and a final processing component, for sequentially performing a linear grayscale transformation process, an image enhancement process based on a logarithmic transformation and a contrast sharpening process on the received workstation environment picture to obtain and output a corresponding multi-stage processing picture, comprising: the primary processing component, the secondary processing component and the final processing component are sequentially connected; Wherein, the parameter detection device is further used to issue a second control command when it is detected that the weight of the load above the detection station does not exceed the set weight threshold; Wherein, the visual acquisition device is also used to temporarily suspend the execution of the visual acquisition action facing the inspection station when receiving the second control command.
3. The logistics resource management system according to claim 2, characterized in that: The system further comprises: A data monitoring device, comprising a plurality of monitoring cameras facing the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism respectively, for monitoring the real-time status of the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the mark identification mechanism in a time-sharing manner; Among them, the data monitoring device includes multiple monitoring cameras facing the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism respectively, and is used for time-sharing monitoring of the real-time status of the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism. The real-time status includes: the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism are connected to the data monitoring device respectively using different CSI interfaces.
4. The logistics resource management system according to claim 3, characterized in that: The data monitoring device includes a plurality of monitoring cameras respectively facing the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism, and is used for time-sharing monitoring of the real-time status of the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism. It also includes: the structures of the plurality of monitoring cameras respectively facing the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism are the same.
5. The logistics resource management system according to claim 4, characterized in that: The data monitoring device includes a plurality of monitoring cameras respectively facing the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism, and is used for time-sharing monitoring of the real-time status of the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism. It also includes: a plurality of monitoring cameras respectively facing the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism with built-in image sensing units.
6. The logistics resource management system according to claim 5, characterized in that: A plurality of surveillance cameras have built-in image sensing units respectively facing the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the sign identification mechanism: the image sensing unit is a CMOS sensing unit or a CCD sensing unit.
7. The logistics resource management system according to claim 2, characterized in that: The system further comprises: The content display device is respectively connected to the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the logo identification mechanism, and is used to simultaneously display various status information of the multi-stage processing device, the component parsing mechanism, the information extraction mechanism and the logo identification mechanism, and also includes: the content display device is a liquid crystal display screen or an LED display array.
8. The logistics resource management system according to claim 7, characterized in that: A quartz oscillator device is respectively connected to the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism, and is used to simultaneously provide the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism with the required working clock pulses.
9. The logistics resource management system according to claim 8, characterized in that: A quartz oscillator device is respectively connected to the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism, and is used to simultaneously provide the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism with the required working clock pulses, including: the required working clock pulses provided to the multi-stage processing device, the component analysis mechanism, the information extraction mechanism and the mark identification mechanism at the same time are all square wave waveforms.
Citation Information
Patent Citations
Method and apparatus for image content recognition
CN104933700A
Logistics storage regular shape goods recognition system
CN110610141A
Intelligent detection germ target identification platform and method
CN113205476A
Coal transportation vehicle access management method, system and equipment and storage medium
CN116503989A
Visual analysis method for integrity of electronic cigarette
CN118822976A