Method and device for detecting contamination of banknote serial number
A serial number and banknote technology, applied in the field of banknote detection, can solve problems such as contamination of the serial number of the banknotes, difficulty in identifying the serial number, etc.
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Embodiment 1
[0023] figure 1 It is a flow chart of a method for detecting defacement of banknote serial numbers provided by Embodiment 1 of the present invention. This embodiment is applicable to the detection of defacement of banknote serial numbers when the banknote serial numbers include red fonts. The serial number defaces the device to carry out, and this device can be realized by software and / or hardware, and generally can be integrated in the financial equipment such as ATM (Automatic Teller Machine, automatic teller machine), and this method specifically comprises the following steps:
[0024] Step 110, acquiring white light images and infrared reflection images of banknotes to be detected.
[0025] Wherein, the white light image is a white light reflection image, which is a color image.
[0026] When obtaining the white light image of the banknote to be detected, the banknote to be detected can be irradiated by a white light source located on one side of the banknote to be detect...
Embodiment 2
[0066] figure 2 It is a flow chart of a method for detecting the defacement of banknote serial numbers provided by Embodiment 2 of the present invention. On the basis of the above embodiments, this embodiment further includes: shielding the white light crown according to the location of the defacement. Contamination in the font size area; using a convolutional neural network to identify the serial number in the white light serial number area. The method specifically includes the following steps:
[0067] Step 210, acquiring white light images and infrared reflection images of banknotes to be detected.
[0068] Step 220, locate the serial number area in the white light image as the white light serial number area, and locate the serial number area in the infrared reflection image as the infrared serial number area.
[0069] Step 230, performing binarization processing on the area of the white light serial number to determine a connected domain, and performing binarization p...
Embodiment 3
[0079] image 3 It is a structural schematic diagram of a device for detecting defacement of banknote serial numbers provided by Embodiment 3 of the present invention. The device can be implemented by software and / or hardware, and can generally be integrated in financial equipment such as ATM (Automatic Teller Machine, automatic teller machine) middle. Such as image 3 As shown, the device for detecting defacement of banknote serial numbers in this embodiment includes: an image acquisition module 310 , a serial number positioning module 320 , a binarization processing module 330 , a defacement detection module 340 and a defacement location determination module 350 .
[0080] Wherein, the image acquisition module 310 is used to acquire white light images and infrared reflection images of banknotes to be detected;
[0081] The serial number positioning module 320 is used to locate the serial number area in the white light image as the white light serial number area, and locate...
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