Intelligent image data processing system and method
Patent Information
- Application Number
- CN202510185262.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-02-19
- Publication Date
- 2025-06-27
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
In the prior art, all acquired images are stored together, and they are easily affected by different problems when directly processing the image data, resulting in limited use of later images.
An intelligent image data processing system is designed, including an image acquisition module, an image screening module, an image data conversion module, an image classification module, an image calibration module and an image storage module. Through the coordinated work of these modules, the acquired images are classified, processed, calibrated and stored.
By performing classification processing and data conversion on the acquired images, the problem of insufficient image clarity can be effectively solved, the quality and usability of image data can be improved, and the smooth progress of post-image processing, classification and calibration can be ensured.
Smart Images
Figure CN120219925A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of image processing, and in particular, to an intelligent image data processing system and method. Background Art
[0002] Images are the basis of human vision, an objective reflection of natural scenes, and an important source for humans to understand the world and themselves. "Picture" refers to the distribution of light reflected or transmitted by an object, and "image" refers to the impression or understanding formed in the human brain by the picture received by the human visual system. Photos, paintings, collages, maps, calligraphy works, handwritten Chinese characters, faxes, satellite cloud images, video images, X-ray films, electroencephalograms, electrocardiograms, etc. are all images.
[0003] With the wide application of image processing technologies, such as the application of fingerprint, barcode, face, iris, vehicle and other recognition technologies, people's lives have been further improved.
[0004] In the prior art, the patent application with the publication number CN107247771A proposed by the prior art, through image data processing methods such as data conversion and image calibration in an image data processing system, enables the collected image data to generate more useful information, which is beneficial to the subsequent research of images. The obtained image data includes image information and text information corresponding to each frame of the image. The text information is converted into required feature data, which is convenient for image screening and positioning when performing picture calibration. After obtaining the image to be calibrated, calibration operations can be performed to obtain image calibration data. The image calibration data is text data and is stored in a database correspondingly, which is convenient for being called in the subsequent processing of pictures, such as machine learning, picture pulling by a picture platform, etc. However, after the images are collected by the collection module, all the images are stored together, and the collected images will directly undergo image data processing. However, the collected images have different problems, which will affect the subsequent use of the images when directly performing image data processing.
[0005] Therefore, it is necessary to provide an intelligent image data processing system and method to solve the above technical problems. Summary of the Invention
[0006] The present invention provides an intelligent image data processing system and method, which solves the problem that after the images are collected by the collection module, all the images are stored together, and the collected images will directly undergo image data processing. However, the collected images have different problems, which will affect the subsequent use of the images when directly performing image data processing.
[0007] To solve the above technical problems, an intelligent image data processing system provided by the present invention includes:
[0008] An image acquisition module, the output end of the image acquisition module is wirelessly connected to an image screening module;
[0009] An image data conversion module, the image data conversion module is wirelessly connected to the output end of the image screening module, and the output end of the image data conversion module is wirelessly connected to an image processing module;
[0010] An image classification module, the image classification module is wirelessly connected to the output end of the image processing module;
[0011] An image calibration module, the image calibration module is wirelessly connected to the output end of the image classification module;
[0012] An image storage module, the image storage module is wirelessly connected to the output end of the image calibration module.
[0013] Preferably, the image screening module includes an image sharpness screening unit, an image time screening unit, and an image perspective screening unit.
[0014] Preferably, the image processing module includes an image data processing unit and an image sharpness processing module.
[0015] Preferably, the image classification module includes an unprocessed image unit and a processed image unit.
[0016] A method for an intelligent image data processing system, comprising the following steps:
[0017] S1. First, the image is conveyed to the inside of the image screening module through the image acquisition module. After the image is conveyed to the inside of the image screening module, the image is classified in three ways: sharpness, time period, and perspective;
[0018] S2. After the image is classified in three ways: sharpness, time period, and perspective in S1, the image data conversion module is used to convert the data of the classified image;
[0019] S3. After the data conversion of the image in S2 is completed, the image processing module is used to process the sharpness of the image with unqualified sharpness, and at the same time process the data after the image conversion;
[0020] S4. After the sharpness and data of the image are processed in S3, the image classification module is used to classify the image into an unprocessed image unit and a processed image unit, and then the image calibration module is used to calibrate the image. Finally, the processed image is stored by using the image storage module.
[0021] Preferably, when collecting images in S1, a collecting device is required. The collecting device includes a computer main body. At the top of the back of the computer main body, a moving component is provided. The moving component includes a moving rod. A moving sleeve is sleeved on the surface of the moving rod. A rotating frame is connected to the surface of the moving sleeve.
[0022] Preferably, a fixing bolt is provided at the top of the rotating frame. Both ends of the moving rod are connected with fixing blocks. One end of the fixing block is connected to the back of the computer main body.
[0023] Preferably, a supplementary light component is provided on one side of the rotating frame. The supplementary light component includes a movable rod. One end of the movable rod is connected with a supplementary light lamp.
[0024] Preferably, a placing component is provided on one side of the computer main body. The placing component includes two sliding grooves. Sliders are slidably connected inside both of the two sliding grooves. Connecting frames are connected to one side of both of the two sliders. A placing rack is connected between the two connecting frames.
[0025] Preferably, a limiting bolt is provided inside the slider. A plurality of limiting holes adapted to the limiting bolt are sequentially formed in the rear inner wall of the sliding groove from top to bottom.
[0026] Compared with the related art, an intelligent image data processing system and method provided by the present invention have the following beneficial effects:
[0027] The present invention provides an intelligent image data processing system and method. By using the image clarity screening unit, image time screening unit, and image perspective screening unit in the image screening module, the collected images can be classified and processed. Thus, the unclear images can be processed before data conversion. At the same time, it is convenient to convert the screened images into data, and it is also convenient for subsequent image processing, classification, and calibration. BRIEF DESCRIPTION OF THE DRAWINGS
[0028] Figure 1 is a schematic structural diagram of a first embodiment of an intelligent image data processing system and method provided by the present invention;
[0029] Figure 2 is Figure 1 the flowchart of the image screening shown;
[0030] Figure 3 is a schematic structural diagram of a second embodiment of an intelligent image data processing system and method provided by the present invention;
[0031] Figure 4 is Figure 3 the enlarged schematic diagram of part A shown;
[0032] Figure 5 The three-dimensional structure schematic diagram of the whole back side of the device shown Figure 3 ;
[0033] Figure 6 The enlarged schematic diagram of part B shown Figure 5 ;
[0034] Figure 7 The three-dimensional structure schematic diagram of the whole device shown Figure 3 ;
[0035] Reference numerals in the figure: 1, computer main body; 2, moving component; 21, moving rod; 22, moving sleeve; 23, rotating frame; 24, fixing bolt; 25, fixing block; 3, supplementary light component; 31, movable rod; 32, supplementary light lamp; 4, placing component; 41, sliding groove; 42, sliding block; 43, connecting frame; 44, placing rack; 45, limiting bolt. Specific embodiments
[0036] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.
[0037] First embodiment
[0038] Please refer to Figure 1 and Figure 2 , wherein Figure 1 is the structural schematic diagram of the first embodiment of an intelligent image data processing system and method provided by the present invention; Figure 2 is Figure 1 the flow chart of image screening shown. An intelligent image data processing system includes:
[0039] An image acquisition module, the output end of which is wirelessly connected to an image screening module;
[0040] An image data conversion module, which is wirelessly connected to the output end of the image screening module, and the output end of which is wirelessly connected to an image processing module;
[0041] An image classification module, which is wirelessly connected to the output end of the image processing module;
[0042] An image calibration module, which is wirelessly connected to the output end of the image classification module;
[0043] An image storage module, which is wirelessly connected to the output end of the image calibration module.
[0044] The image screening module includes an image clarity screening unit, an image time screening unit and an image perspective screening unit.
[0045] The image calibration module is operation information for saving the calibration record data of an image; or operation information for modifying the calibration record data of an image; or operation information for deleting the calibration record data of an image.
[0046] The image acquisition module is used to acquire image data and store the image data in a database. Among them, the image data includes image information and text information corresponding to each frame of the image.
[0047] The data conversion module is used to perform data conversion on the text information corresponding to each frame of the image in the database to obtain the feature information corresponding to each frame of the image.
[0048] The image calibration module is used to obtain calibration operation information, perform image calibration on the image to be calibrated, and obtain image calibration data.
[0049] The steps of acquiring image data include: acquiring image data through at least one image acquisition device. Among them, the acquisition device can be a camera, a video camera, a mobile phone with a camera function, or other terminal devices that can capture images.
[0050] When acquiring image data, configuration information can be sent to the acquisition device to manage and configure the parameters of the acquisition device. For example, controlling the number of acquisition devices to acquire images; or controlling the maximum acquisition amount of each device at the device end. In addition, when acquiring image data, statistical data can also be generated. For example, counting the number of image data acquisitions, and counting the working status of the acquisition devices.
[0051] When storing the acquired image data in the database, it includes: storing the image information in the database in an object storage manner, and storing the text information in the database in a relational storage manner.
[0052] In this embodiment, the database is a cloud database, which can reduce the maintenance of devices and increase the data storage capacity. When storing image data, since the data volume of the image information is large, the object storage method is used to quickly store a large amount of image information data. At the same time, the relational storage method is used to store the text information, so that the text information and the image are stored in a corresponding relationship.
[0053] After storing the acquired image data in the database, perform data conversion on the text information corresponding to each frame of the image in the database to obtain the feature information corresponding to each frame of the image.
[0054] Text information serves to describe the image features of image information. However, the text information content contained in the image data acquired by the acquisition device is relatively small and cannot provide more information for the subsequent processing of the image. Therefore, it is necessary to perform data conversion on the text information to convert more feature information about the image. After obtaining the feature information, the text information in the database is updated so that the text information includes the feature information obtained from the data conversion. In this embodiment, due to the large amount of image acquisition data, it is impossible to complete the data conversion of the text information while acquiring the image data. It is necessary to asynchronously put the text information into the message queue to complete the conversion of the feature information of the text information.
[0055] The image processing module includes an image data processing unit and an image sharpness processing module.
[0056] The image classification module includes an unprocessed image unit and a processed image unit.
[0057] A method for an intelligent image data processing system includes the following steps:
[0058] S1. First, the image is conveyed to the inside of the image screening module through the image acquisition module. After the image is conveyed to the inside of the image screening module, the image is classified in three ways: sharpness, time period, and perspective.
[0059] S2. After the image is classified in three ways: sharpness, time period, and perspective in S1, the classified image is then subjected to data conversion through the image data conversion module.
[0060] S3. After the data conversion of the image is completed in S2, the image processing module processes the sharpness of the image with substandard sharpness and simultaneously processes the data after the image conversion.
[0061] S4. After the sharpness and data of the image are processed in S3, the image is then classified into an unprocessed image unit and a processed image unit through the image classification module, and then the image is calibrated through the image calibration module. Finally, the processed image is stored using the image storage module.
[0062] Compared with the related technology, an intelligent image data processing system and method provided by the present invention have the following beneficial effects:
[0063] The present invention provides an intelligent image data processing system and method. By using the image sharpness screening unit, image time screening unit, and image perspective screening unit in the image screening module, the acquired image can be classified and processed, so that the unclear image can be processed and then data conversion can be performed. At the same time, it is convenient to perform data conversion on the screened image, and it is also convenient for subsequent image processing, classification, and calibration.
[0064] Second Embodiment
[0065] Please refer to Figure 3 、 Figure 4 、 Figure 5 、 Figure 6 and Figure 7 Based on an intelligent image data processing system and method provided in the first embodiment of the present application, another intelligent image data processing system and method are proposed in the second embodiment of the present application. The second embodiment is merely a preferred manner of the first embodiment, and the implementation of the second embodiment will not affect the independent implementation of the first embodiment.
[0066] Specifically, the difference between the intelligent image data processing system and method provided in the second embodiment of the present application is that for an intelligent image data processing system and method, a collection device needs to be used when collecting images in S1. The collection device includes a computer main body 1, and a moving component 2 is provided at the top of the back of the computer main body 1. The moving component 2 includes a moving rod 21, and a moving sleeve 22 is sleeved on the surface of the moving rod 21. A rotating frame 23 is connected to the surface of the moving sleeve 22.
[0067] The shapes of the moving rod 21 and the moving sleeve 22 are both rectangular. The use of the rotating member 23 can adjust the angle of the fill light 32. A bolt is provided inside the moving sleeve 22, and a plurality of threaded holes adapted to the bolt are provided on the surface of the moving rod 21. The use of the moving rod 21 and the moving sleeve 22 can adjust the left and right positions of the fill light 32. An activity through hole adapted to the activity rod 31 is provided inside the rotating frame 23, and a plurality of fixing holes adapted to the fixing bolt 24 are provided on the surface of the activity rod 31. A stop block is connected to one end of the activity rod 31, which can prevent the activity rod 31 from falling off the rotating frame 23.
[0068] A fixing bolt 24 is provided at the top of the rotating frame 23, and fixing blocks 25 are connected to both ends of the moving rod 21. One end of the fixing block 25 is connected to the back of the computer main body 1.
[0069] A fill light component 3 is provided on one side of the rotating frame 23. The fill light component 3 includes an activity rod 31, and a fill light 32 is connected to one end of the activity rod 31.
[0070] A placement component 4 is provided on one side of the computer main body 1. The placement component 4 includes two chutes 41. Sliders 42 are slidably connected inside the two chutes 41. Connecting frames 43 are connected to one side of the two sliders 42, and a placement frame 44 is connected between the two connecting frames 43.
[0071] Two sliding grooves 41 are symmetrically opened on the back of the computer main body 1. The use of the sliding grooves 41 and the sliders 42 can adjust the up and down positions of the placement rack 44. The connecting rack 43 is U-shaped. When in use, when adjusting the up and down position of the placement rack 44, by pulling the connecting rack 43, the placement rack 44 is driven to move up and down under the action of the sliding grooves 41 and the sliders 42. After the placement rack 44 is adjusted to a suitable position, use the limit bolt 45 to pass through the slider 42 and connect it to the limit hole on the inner wall of the sliding groove 41.
[0072] A limit bolt 45 is arranged inside the slider 42, and a plurality of limit holes adapted to the limit bolt 45 are sequentially opened from top to bottom on the rear inner wall of the sliding groove 41.
[0073] The working principle of an intelligent image data processing system and method provided by the present invention is as follows:
[0074] When in use, when performing a fill light operation on the computer main body 1, first drive the fill light assembly 3 to move by pulling the moving sleeve 22 to move on the surface of the moving rod 21. After the fill light assembly 3 moves to a suitable position, use a bolt to pass through the moving sleeve 22 and connect it to the moving rod 21. After fixing the left and right positions of the fill light assembly 3, then adjust the front and back positions of the fill light 32 by pulling the movable rod 31. After adjusting the front and back positions of the fill light 32, use the fixing bolt 24 to pass through the rotating frame 23 and connect it to the movable rod 31 to use.
[0075] Compared with the related art, an intelligent image data processing system and method provided by the present invention has the following beneficial effects:
[0076] The present invention provides an intelligent image data processing system and method. By arranging a moving rod 21, a moving sleeve 22 with a rotating frame 23, a movable rod 31 and a fill light 32 on the back of the computer main body 1, it can play a role in supplementing the light source during on-site image acquisition. By arranging a placement assembly 4 on one side of the computer main body 1, it is convenient to place the keyboard used by the computer main body 1.
[0077] The above are only the embodiments of the present invention, and do not limit the patent scope of the present invention accordingly. Any equivalent structure or equivalent process transformation made by using the specification and drawings of the present invention, or directly or indirectly applied to other related technical fields, shall be equally included in the patent protection scope of the present invention.
Claims
1. An intelligent image data processing system, characterized in that: include: An image acquisition module, wherein an output end of the image acquisition module is wirelessly connected to an image screening module; An image data conversion module, wherein the image data conversion module is wirelessly connected to an output end of the image screening module, and the output end of the image data conversion module is wirelessly connected to an image processing module; An image classification module, the image classification module is wirelessly connected to the output end of the image processing module; An image calibration module, the image calibration module is wirelessly connected to the output end of the image classification module; An image storage module is wirelessly connected to the output end of the image calibration module.
2. The intelligent image data processing system according to claim 1, characterized in that: The image screening module includes an image clarity screening unit, an image time screening unit and an image viewing angle screening unit.
3. The intelligent image data processing system according to claim 1, characterized in that: The image processing module includes an image data processing unit and an image definition processing module.
4. The intelligent image data processing system according to claim 1, characterized in that: The image classification module includes an unprocessed image unit and a processed image unit.
5. A method of an intelligent image data processing system, characterized in that: The following steps are involved: S1. First, the image is transmitted to the interior of the image screening module through the image acquisition module. After the image is transmitted to the interior of the image yarn module, the image is classified in three ways: clarity, time period and viewing angle; S2, after classifying the image in three ways, namely, clarity, time period and viewing angle, in S1, the image data conversion module is used to convert the classified image data; S3, after the image data conversion is completed in S2, the image processing module is used to process the image clarity that does not meet the image clarity standard, and the data after the image conversion is processed at the same time; S4. After the clarity and data of the image are processed in S3, the image classification module is used to classify the image into unprocessed image units and processed image units, and then the image calibration module is used to calibrate the image. Finally, the processed image can be stored using the image storage module.
6. The method of the intelligent image data processing system according to claim 5, characterized in that: When collecting images in S1, a collection device is required, and the collection device includes a computer body. A moving component is arranged on the top of the back of the computer body. The moving component includes a moving rod. A moving sleeve is arranged on the surface of the moving rod. A rotating frame is connected to the surface of the moving sleeve.
7. The method of the intelligent image data processing system according to claim 6, characterized in that: A fixing bolt is arranged on the top of the rotating frame, and both ends of the moving rod are connected with fixing blocks, and one end of the fixing block is connected to the back side of the computer body.
8. The method of the intelligent image data processing system according to claim 6, characterized in that: A fill light assembly is arranged on one side of the rotating frame. The fill light assembly comprises a movable rod, and a fill light is connected to one end of the movable rod.
9. The method of the intelligent image data processing system according to claim 6, characterized in that: A placement component is arranged on one side of the computer body, and the placement component comprises two slide grooves, the interiors of the two slide grooves are slidably connected with sliders, one side of the two sliders are connected with connecting frames, and a placement frame is connected between the two connecting frames.
10. The method of the intelligent image data processing system according to claim 9, characterized in that: A limit bolt is arranged inside the sliding block, and a plurality of limit holes matching with the limit bolt are sequentially opened on the rear inner wall of the sliding groove from top to bottom.
Citation Information
Patent Citations
Image data processing method and system
CN107247771A