Pointer detection-based automatic dial instrument reading system and pointer detection-based automatic dial instrument reading identification method
A technology for automatic reading and identification methods, applied in measuring devices, radio wave measuring systems, signal transmission systems, etc., can solve problems such as complex and changeable lighting conditions, visual fatigue, and low accuracy, and achieve less dependence on known information, Prevents high-intensity reflections and reduces image effects
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specific Embodiment 1
[0038]The present invention is a pointer-type meter automatic reading device system based on pointer detection, which includes a meter device 1, on which a meter panel 2 structure is arranged, and a first adjustment mechanism 5 is fixedly installed on one side of the meter device 1; includes a first Power device 3, the output shaft of the first power device 3 is equipped with a first drive mechanism 4; includes a terminal control device 9 and a first support mechanism 8, and the terminal control device 9 is fixedly connected to one end of the first support mechanism 8; includes a camera The device 7 and the camera device 7 are fixedly connected to the other end of the first supporting mechanism 8 .
[0039] The telescopic power unit 14 is fixedly installed on the first support mechanism 8; the telescopic power unit 14 includes a telescopic link mechanism 15; The side is vertically fixedly connected; the other side of the push connecting plate mechanism 16 is fixedly equipped w...
specific Embodiment 2
[0045] GPS module 11: for locating the remote location where the instrument panel 2 is currently located.
[0046] The wireless transmission / reception module 12: transmits the data information to the remote central processing unit 13 through wireless transmission, and acquires a driving signal for regulating the first power device 3 from the remote central processing unit 13 .
[0047] Instrument image acquisition unit: used to acquire instrument images and input instrument images.
[0048] Instrument image preprocessing unit: used to estimate the background color of the instrument panel image, and use the color histogram distribution characteristics of the instrument panel to locate the instrument panel area as an effective recognition area; perform illumination balance on the effective identification area of the instrument panel; Perform color space conversion to convert the image from the RGB color space to a grayscale image.
[0049] Pointer / scale line extraction unit: ...
specific Embodiment 3
[0051] The automatic reading recognition method of a pointer instrument based on pointer detection comprises the following steps:
[0052] Collect the instrument image, input the instrument image and preprocess it, and extract the effective recognition area of the instrument panel.
[0053] Among them, the preprocessing of the input image is specifically: estimating the background color of the dashboard image, using the color histogram distribution characteristics of the dashboard to locate the dashboard area as an effective recognition area; illuminating the effective recognition area of the dashboard Balance; convert the color space of the image, and convert the image from the RGB color space to a grayscale image; from the effective recognition area of the instrument panel, use the multi-scale method to extract the pointer of the instrument panel according to the stroke characteristics of the effective identification area of the instrument panel and scale lines; from...
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