An Image Mode-Based Answer Sheet Scoring and Marking System
An image mode and scoring technology, applied in character and pattern recognition, instruments, electromagnetic radiation induction, etc., can solve problems such as marking errors, recognition rate decline, test paper printing deformation, etc., to meet real-time requirements and improve robustness , the effect of improving the degree of recognition
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Embodiment 1
[0076] Please refer to figure 2 and, figure 2 It is a schematic diagram of an image-based answer sheet scoring and marking system provided by an embodiment of the present invention. image 3 It is a schematic structural diagram of an answer sheet in an embodiment of the present invention. The system for scoring and marking an answer sheet based on an image mode provided in this embodiment includes:
[0077] The image acquisition module 41, the image acquisition module 41 installs the driver and connects the scanner by the computer terminal, and scans the answer sheet by the scanner to generate the answer sheet image preservation (such as image 3 shown);
[0078] The two-dimensional code detection module 42, the two-dimensional code detection module 42 forms a cascaded detection model by using the binarization algorithm and HAAR+adaboost training, and completes the two-dimensional code 421 on the answer sheet image and the inside of the two-dimensional code 421 through the...
Embodiment 2
[0087] Please refer to image 3 and Figure 4 , Figure 4 It is a work flow diagram of an image mode-based answer sheet scoring and marking system provided by an embodiment of the present invention. The image mode-based answer sheet scoring and marking system in this embodiment includes the following working steps:
[0088] Step 101, obtain the answer sheet image, install the driver through the computer terminal and connect the scanner, the scanner scans the answer sheet and generates an image for saving;
[0089] Step 102, detect the two-dimensional code, and use the binarization algorithm and the HAAR+adaboost training method to complete the detection of the two-dimensional code on the image of the answer sheet and the three fonts inside the two-dimensional code;
[0090] Step 103, identifying the two-dimensional code, using the open source library ZXING as a decoding tool, intercepting the three back characters detected in the above steps and directly assigning them to th...
Embodiment 3
[0096] Please continue to refer image 3 and Figure 4 , the workflow of the image-based answer sheet giving points and marking system in the present embodiment includes the following steps:
[0097]Obtain the answer sheet image, install the driver through the computer terminal and connect the scanner, the scanner scans the answer sheet and generates an image to save;
[0098] Next step: detect the QR code;
[0099] which, specifically, refer to Figure 5 , Figure 5 It is a flow chart of the training process for detecting a two-dimensional code by a two-dimensional code detection module provided in an embodiment of the present invention. The training process for detecting a two-dimensional code detection model is as follows:
[0100] Step 2021: Collect at least 20,000 (can be 20,000) images, intercept the QR code area and normalize it to a size of 20×20 pixels, and use it as a positive sample image;
[0101] Step 2022: Collect at least 20,000 (above 20,000) images and re...
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