CN109730762B - Multifunctional customized therapy system - Google Patents
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- CN109730762B CN109730762B CN201910021565.0A CN201910021565A CN109730762B CN 109730762 B CN109730762 B CN 109730762B CN 201910021565 A CN201910021565 A CN 201910021565A CN 109730762 B CN109730762 B CN 109730762B
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Abstract
The present invention relates to a multi-functional customized therapy system, the system comprising: the gas regulating equipment is connected with the medical refrigerating equipment and used for determining the cold air discharge amount of the corresponding medical refrigerating equipment per unit time based on the received estimated age; the scene camera is arranged around the medical refrigeration equipment and is used for shooting the periphery of the medical refrigeration equipment so as to output a refrigeration scene image; the content analysis equipment is connected with the field camera and used for receiving the refrigeration scene image and executing the following analysis actions on the refrigeration scene image: and obtaining gray values of all pixel points in the refrigeration scene image, taking the pixel points with the gray values falling in a preset dust gray area as dust pixel points, and fitting all the dust pixel points in the refrigeration scene image to obtain one or more dust areas. By the invention, the existing treatment system can be optimally upgraded.
Description
Technical Field
The invention relates to the field of diagnosis and treatment, in particular to a multifunctional customized treatment system.
Background
In the prior art, the cold air discharge amount of the medical refrigeration equipment is difficult to control intelligently, so that the medical refrigeration equipment has defects in use.
Disclosure of Invention
According to an aspect of the present invention, there is provided a multi-functional customized therapy system, the system comprising:
and the gas regulating device is connected with the medical refrigerating device and is used for determining the cold air discharge amount per unit time of the corresponding medical refrigerating device based on the received estimated age.
More specifically, in the multifunctional customized therapy system, further comprising:
and the field cameras are arranged around the medical refrigeration equipment and are used for shooting the periphery of the medical refrigeration equipment so as to output refrigeration scene images.
More specifically, in the multifunctional customized therapy system, further comprising:
the content analysis equipment is connected with the field camera and used for receiving the refrigeration scene image and executing the following analysis actions on the refrigeration scene image: obtaining gray values of all pixel points in the refrigeration scene image, taking the pixel points with the gray values falling in a preset dust gray area as dust pixel points, and fitting all the dust pixel points in the refrigeration scene image to obtain one or more dust areas;
the region identification device is connected with the content analysis device and used for receiving one or more dust regions in the refrigeration scene image, taking the dust regions with the region areas exceeding a preset area threshold value as regions to be processed and outputting the one or more regions to be processed in the refrigeration scene image;
the area detection device is connected with the area identification device and used for receiving one or more to-be-processed areas in the refrigeration scene image, determining the area of each to-be-processed area, counting the sum of the areas of the one or more to-be-processed areas, determining the proportion of the sum of the areas occupying the area of the refrigeration scene image, and sending out a dust accumulation signal when the proportion exceeds the limit;
the automatic cleaning equipment is connected with the area detection equipment, arranged above the lens of the field camera and used for automatically cleaning the lens of the field camera by adopting cleaning force corresponding to the sum of the areas when the dust accumulation signal is received;
the image restoration device is connected with the field camera and used for receiving the refrigeration scene image and performing multiple image restoration based on the signal-to-noise ratio on the refrigeration scene image to obtain a corresponding multiple restored image, wherein the lower the signal-to-noise ratio of the refrigeration scene image is, the more the number of times of the performed image restoration is;
the local smoothing equipment is connected with the image restoration equipment and used for receiving the multiple restored images and executing local smoothing processing on the multiple restored images to obtain and output corresponding local smooth images;
a data selection device connected with the local smoothing device, for receiving the local smooth image, performing image block acquisition based on a nine-grid image on the local smooth image to obtain nine image blocks with the same size, performing arithmetic mean calculation on nine protrusion degrees of the nine image blocks in the local smooth image to obtain a smooth image protrusion degree, and for performing image block acquisition based on a nine-grid image on a standard test chart to obtain nine image blocks with the same size, and performing arithmetic mean calculation on nine protrusion degrees of the nine image blocks in the standard test chart to obtain a test image protrusion degree;
and the mask smoothing device is connected with the data selection device and used for executing a mask smoothing action on the local smooth image to obtain a mask smooth image when the parameter unreliable command is received, and outputting the local smooth image as the mask smooth image when the parameter reliable command is received.
The invention has at least the following three key points: (1) contour points in the image are confirmed for multiple times through traversal of all pixels in the binarized image and curve fitting judgment, so that the accuracy of target extraction is improved; (2) acquiring a latest standard test chart by adopting a frequency division duplex communication mode, and analyzing the protrusion degree of the image after the local smoothing treatment based on the standard test chart so as to determine whether a mask smoothing action needs to be added; (3) in the analysis of the image content, when the area of the area occupied by the dust exceeds the limit, the automatic cleaning device is adopted to automatically clean the lens of the camera device, wherein the cleaning force is in direct proportion to the area of the area occupied by the dust.
Detailed Description
Embodiments of the multi-functional customized treatment system of the present invention will be described in detail below.
In the medical refrigeration house, the electric cabinet is controlled by double power supplies, namely a conventional power supply and a standby power supply, and is additionally provided with an advanced temperature and humidity recorder, so that the temperature and humidity in the refrigeration house can be accurately recorded and displayed, and the automatic mobile phone alarm has the greatest advantage and can be configured for special customers. The electric control system can flexibly and freely control the main compressor and the auxiliary compressor to be switched for use, has the functions of automatic display, monitoring and automatic alarm, can easily realize unmanned automatic monitoring in the whole process, can save much manpower and financial resources for users, and is economical and convenient. The fluorine refrigeration compressor unit is generally adopted, the power of the totally-enclosed compressor is low, the price is relatively low, the equipment is stable in operation, the energy consumption is low, the failure occurrence rate is low, and the fluorine refrigeration compressor unit is a preferred unit of a refrigeration house.
In addition to medical freezers, another common medical freezing application area is medical refrigeration equipment, typically used for surgical or cosmetic treatments.
In order to overcome the defects in the use of the current medical refrigeration equipment, the invention builds a multifunctional customized treatment system.
A multi-functional customized therapy system is shown according to an embodiment of the present invention comprising:
and the gas regulating device is connected with the medical refrigerating device and is used for determining the cold air discharge amount per unit time of the corresponding medical refrigerating device based on the received estimated age.
Next, a detailed description of the structure of the multifunctional customized therapy system of the present invention will be further continued.
In the multi-functional customized therapy system, further comprising: and the field cameras are arranged around the medical refrigeration equipment and are used for shooting the periphery of the medical refrigeration equipment so as to output refrigeration scene images.
In the multi-functional customized therapy system, further comprising:
the content analysis equipment is connected with the field camera and used for receiving the refrigeration scene image and executing the following analysis actions on the refrigeration scene image: obtaining gray values of all pixel points in the refrigeration scene image, taking the pixel points with the gray values falling in a preset dust gray area as dust pixel points, and fitting all the dust pixel points in the refrigeration scene image to obtain one or more dust areas;
the region identification device is connected with the content analysis device and used for receiving one or more dust regions in the refrigeration scene image, taking the dust regions with the region areas exceeding a preset area threshold value as regions to be processed and outputting the one or more regions to be processed in the refrigeration scene image;
the area detection device is connected with the area identification device and used for receiving one or more to-be-processed areas in the refrigeration scene image, determining the area of each to-be-processed area, counting the sum of the areas of the one or more to-be-processed areas, determining the proportion of the sum of the areas occupying the area of the refrigeration scene image, and sending out a dust accumulation signal when the proportion exceeds the limit;
the automatic cleaning equipment is connected with the area detection equipment, arranged above the lens of the field camera and used for automatically cleaning the lens of the field camera by adopting cleaning force corresponding to the sum of the areas when the dust accumulation signal is received;
the image restoration device is connected with the field camera and used for receiving the refrigeration scene image and performing multiple image restoration based on the signal-to-noise ratio on the refrigeration scene image to obtain a corresponding multiple restored image, wherein the lower the signal-to-noise ratio of the refrigeration scene image is, the more the number of times of the performed image restoration is;
the local smoothing equipment is connected with the image restoration equipment and used for receiving the multiple restored images and executing local smoothing processing on the multiple restored images to obtain and output corresponding local smooth images;
a data selection device connected with the local smoothing device, for receiving the local smooth image, performing image block acquisition based on a nine-grid image on the local smooth image to obtain nine image blocks with the same size, performing arithmetic mean calculation on nine protrusion degrees of the nine image blocks in the local smooth image to obtain a smooth image protrusion degree, and for performing image block acquisition based on a nine-grid image on a standard test chart to obtain nine image blocks with the same size, and performing arithmetic mean calculation on nine protrusion degrees of the nine image blocks in the standard test chart to obtain a test image protrusion degree;
the mask smoothing device is connected with the data selection device and used for executing a mask smoothing action on the local smooth image to obtain a mask smooth image when the parameter unreliable command is received, and outputting the local smooth image as the mask smooth image when the parameter reliable command is received;
the frequency division transceiving equipment is connected with the data selection equipment and used for wirelessly obtaining the standard test chart based on a frequency division duplex communication link and sending the standard test chart to the data selection equipment;
the image filtering device is connected with the mask smoothing device and used for receiving the mask smoothing image, dividing the mask smoothing image into blocks with corresponding block sizes on the basis of the distance between the resolution of the mask smoothing image and a preset resolution threshold, selecting corresponding image filtering processing with different intensities for each block on the basis of the noise degree of the block to obtain filtering blocks, and splicing the obtained filtering blocks to obtain a filtering image;
the binarization processing device is connected with the image filtering device and is used for receiving the filtering image, and performing binarization processing on the filtering image to obtain and output a corresponding binarization image;
the pixel traversing device is connected with the binarization processing device and is used for receiving the binarization image, traversing each pixel of the image from the upper left corner of the binarization image, and regarding each pixel, if the pixels of which the periphery exceeds 6 points are all black level pixels or the pixels of which the periphery exceeds 6 points are all white level pixels, taking the pixel as an internal pixel, otherwise, taking the pixel as a preliminary contour pixel;
the contour point confirming device is connected with the pixel traversing device and is used for connecting all the preliminary contour pixels in the binary image and fitting the preliminary contour pixels to obtain a plurality of fitting closed curves, modifying the preliminary contour pixels outside the fitting closed curves into internal pixels and taking the unmodified preliminary contour pixels as final contour pixels;
the human body recognition device is connected with the contour point confirmation device and used for connecting all final contour pixels to obtain a plurality of closed regions, determining the area of each closed region and taking the closed region with the area closest to the preset human body area distribution range as a human body sub-image;
and the parameter analysis equipment is connected with the human body recognition equipment and is used for performing appearance analysis on the human body object in the human body sub-image so as to determine the estimated age corresponding to the human body object.
In the multi-functional customized therapy system: the black-level pixel is a pixel having a pixel value of 0, and the white-level pixel is a pixel having a pixel value of 255.
In the multi-functional customized therapy system: in the data selecting apparatus, a parameter unreliability command is issued when the smooth image protrusion degree exceeds the test image protrusion degree, and a parameter reliability command is issued when the smooth image protrusion degree does not exceed the test image protrusion degree.
In the multi-functional customized therapy system: and the area detection device is also used for sending a dust normal signal when the proportion of the sum of the areas occupying the image area of the refrigeration scene is not over the limit.
In the multi-functional customized therapy system: in the automatic cleaning device, performing automatic cleaning processing on the lens of the live camera with a cleaning force corresponding to the sum of the areas includes: the greater the sum of the areas, the greater the cleaning effort for automatically cleaning the on-site camera.
In the multi-functional customized therapy system: in the automatic cleaning apparatus, when the dust normal signal is received, the automatic cleaning process of the lens of the live camera is ended.
In the multi-functional customized therapy system: in the image filtering device, the closer the resolution of the mask smooth image is to the preset resolution threshold, the larger the corresponding blocks into which the mask smooth image is equally divided are.
In the multi-functional customized therapy system: in the image filtering apparatus, for each block, the greater the degree of noise of the block, the greater the intensity of the selected image filtering process.
Additionally, in the multi-functional customized therapy system: the human body recognition device is implemented by a graphic processor. A Graphics processor (abbreviated as GPU), also called a display core, a visual processor, and a display chip, is a microprocessor specially used for image operation on a personal computer, a workstation, a game machine, and some mobile devices (such as a tablet computer and a smart phone).
The graphic processor is used for converting and driving display information required by a computer system, providing a line scanning signal for the display and controlling the correct display of the display, is an important element for connecting the display and a personal computer mainboard, and is also one of important equipment for man-machine conversation. The display card is an important component in the computer host, takes charge of outputting display graphics, and is very important for people engaged in professional graphic design.
The processor of the graphics card is called the Graphics Processor (GPU), which is the "heart" of the graphics card, similar to the CPU, except that the GPU is designed specifically to perform the complex mathematical and geometric calculations necessary for graphics rendering. Some of the fastest GPUs integrate even more transistors than normal CPUs.
Most current GPUs have 2D or 3D graphics acceleration capabilities. If the CPU wants to draw a two-dimensional graph, only an instruction needs to be sent to the GPU, for example, if a rectangle with the length and width of a multiplied by b is drawn at a coordinate position (x, y), the GPU can quickly calculate all pixels of the graph, draw a corresponding graph at a specified position on a display, inform the CPU that the graph is drawn completely, and then wait for the CPU to send a next graph instruction.
By adopting the multifunctional customized treatment system, aiming at the technical problem that the cold air discharge amount of medical refrigeration equipment in the prior art is difficult to intelligently control, the human body identification equipment is connected with the contour point confirmation equipment and is used for connecting all final contour pixels to obtain a plurality of closed areas, the area of each closed area is determined, and the closed area with the area closest to the preset human body area distribution range is used as a human body subimage; the parameter analysis device is connected with the human body recognition device and used for performing appearance analysis on the human body object in the human body sub-image so as to determine the estimated age corresponding to the human body object; the gas regulating equipment is connected with the medical refrigerating equipment and used for determining the cold air discharge amount of the corresponding medical refrigerating equipment per unit time based on the received estimated age; thereby solving the technical problem.
It is to be understood that while the present invention has been described in conjunction with the preferred embodiments thereof, it is not intended to limit the invention to those embodiments. It will be apparent to those skilled in the art from this disclosure that many changes and modifications can be made, or equivalents modified, in the embodiments of the invention without departing from the scope of the invention. Therefore, any simple modification, equivalent change and modification made to the above embodiments according to the technical essence of the present invention are still within the scope of the protection of the technical solution of the present invention, unless the contents of the technical solution of the present invention are departed.
Claims (8)
1. A multi-functional customized therapy system, the system comprising:
the gas regulating equipment is connected with the medical refrigerating equipment and used for determining the cold air discharge amount of the corresponding medical refrigerating equipment per unit time based on the received estimated age;
the scene camera is arranged around the medical refrigeration equipment and is used for shooting the periphery of the medical refrigeration equipment so as to output a refrigeration scene image;
the content analysis equipment is connected with the field camera and used for receiving the refrigeration scene image and executing the following analysis actions on the refrigeration scene image: obtaining gray values of all pixel points in the refrigeration scene image, taking the pixel points with the gray values falling in a preset dust gray area as dust pixel points, and fitting all the dust pixel points in the refrigeration scene image to obtain one or more dust areas;
the region identification device is connected with the content analysis device and used for receiving one or more dust regions in the refrigeration scene image, taking the dust regions with the region areas exceeding a preset area threshold value as regions to be processed and outputting the one or more regions to be processed in the refrigeration scene image;
the area detection device is connected with the area identification device and used for receiving one or more to-be-processed areas in the refrigeration scene image, determining the area of each to-be-processed area, counting the sum of the areas of the one or more to-be-processed areas, determining the proportion of the sum of the areas occupying the area of the refrigeration scene image, and sending out a dust accumulation signal when the proportion exceeds the limit;
the automatic cleaning equipment is connected with the area detection equipment, arranged above the lens of the field camera and used for automatically cleaning the lens of the field camera by adopting cleaning force corresponding to the sum of the areas when the dust accumulation signal is received;
the image restoration device is connected with the field camera and used for receiving the refrigeration scene image and performing multiple image restoration based on the signal-to-noise ratio on the refrigeration scene image to obtain a corresponding multiple restored image, wherein the lower the signal-to-noise ratio of the refrigeration scene image is, the more the number of times of the performed image restoration is;
the local smoothing equipment is connected with the image restoration equipment and used for receiving the multiple restored images and executing local smoothing processing on the multiple restored images to obtain and output corresponding local smooth images;
a data selection device connected with the local smoothing device, for receiving the local smooth image, performing image block acquisition based on a nine-grid image on the local smooth image to obtain nine image blocks with the same size, performing arithmetic mean calculation on nine protrusion degrees of the nine image blocks in the local smooth image to obtain a smooth image protrusion degree, and for performing image block acquisition based on a nine-grid image on a standard test chart to obtain nine image blocks with the same size, and performing arithmetic mean calculation on nine protrusion degrees of the nine image blocks in the standard test chart to obtain a test image protrusion degree;
the mask smoothing device is connected with the data selection device and used for executing a mask smoothing action on the local smooth image to obtain a mask smooth image when receiving a parameter unreliable command and outputting the local smooth image as the mask smooth image when receiving a parameter reliable command;
the frequency division transceiving equipment is connected with the data selection equipment and used for wirelessly obtaining the standard test chart based on a frequency division duplex communication link and sending the standard test chart to the data selection equipment;
the image filtering device is connected with the mask smoothing device and used for receiving the mask smoothing image, dividing the mask smoothing image into blocks with corresponding block sizes on the basis of the distance between the resolution of the mask smoothing image and a preset resolution threshold, selecting corresponding image filtering processing with different intensities for each block on the basis of the noise degree of the block to obtain filtering blocks, and splicing the obtained filtering blocks to obtain a filtering image;
the binarization processing device is connected with the image filtering device and is used for receiving the filtering image, and performing binarization processing on the filtering image to obtain and output a corresponding binarization image;
the pixel traversing device is connected with the binarization processing device and is used for receiving the binarization image, traversing each pixel of the image from the upper left corner of the binarization image, and regarding each pixel, if the pixels of which the periphery exceeds 6 points are all black level pixels or the pixels of which the periphery exceeds 6 points are all white level pixels, taking the pixel as an internal pixel, otherwise, taking the pixel as a preliminary contour pixel;
the contour point confirming device is connected with the pixel traversing device and is used for connecting all the preliminary contour pixels in the binary image and fitting the preliminary contour pixels to obtain a plurality of fitting closed curves, modifying the preliminary contour pixels outside the fitting closed curves into internal pixels and taking the unmodified preliminary contour pixels as final contour pixels;
the human body recognition device is connected with the contour point confirmation device and used for connecting all final contour pixels to obtain a plurality of closed regions, determining the area of each closed region and taking the closed region with the area closest to the preset human body area distribution range as a human body sub-image;
and the parameter analysis equipment is connected with the human body recognition equipment and is used for performing appearance analysis on the human body object in the human body sub-image so as to determine the estimated age corresponding to the human body object.
2. The multi-functional customized therapy system of claim 1, wherein:
the black-level pixel is a pixel having a pixel value of 0, and the white-level pixel is a pixel having a pixel value of 255.
3. The multi-functional customized therapy system of claim 2, wherein:
in the data selecting apparatus, a parameter unreliability command is issued when the smooth image protrusion degree exceeds the test image protrusion degree, and a parameter reliability command is issued when the smooth image protrusion degree does not exceed the test image protrusion degree.
4. The multi-functional customized therapy system according to claim 3, wherein:
and the area detection device is also used for sending a dust normal signal when the proportion of the sum of the areas occupying the image area of the refrigeration scene is not over the limit.
5. The multi-functional customized therapy system according to claim 4, wherein:
in the automatic cleaning device, performing automatic cleaning processing on the lens of the live camera with a cleaning force corresponding to the sum of the areas includes: the greater the sum of the areas, the greater the cleaning effort for automatically cleaning the on-site camera.
6. The multi-functional customized therapy system of claim 5, wherein:
in the automatic cleaning apparatus, when the dust normal signal is received, the automatic cleaning process of the lens of the live camera is ended.
7. The multi-functional customized therapy system according to claim 6, wherein:
in the image filtering device, the closer the resolution of the mask smooth image is to the preset resolution threshold, the larger the corresponding blocks into which the mask smooth image is equally divided are.
8. The multi-functional customized therapy system of claim 7, wherein:
in the image filtering apparatus, for each block, the greater the degree of noise of the block, the greater the intensity of the selected image filtering process.
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