Intelligent health monitoring data processing method

A technology of health monitoring and data processing, applied in special data processing applications, video data retrieval, metadata video data retrieval, etc., can solve problems such as poor management effect, and achieve the effect of improving poor effect and effective management

Pending Publication Date: 2022-03-01
邹雪
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AI-Extracted Technical Summary

Problems solved by technology

[0004] In view of this, the purpose of the present invention is to provide a smart health monitoring data proc...
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Abstract

The invention provides an intelligent health monitoring data processing method, and relates to the technical field of health monitoring. The method comprises the following steps: acquiring a plurality of medical place monitoring videos corresponding to a plurality of medical monitoring terminal devices; respectively analyzing each medical place monitoring video in the plurality of medical place monitoring videos to determine whether each medical place monitoring video needs to be screened or not; and for each medical place monitoring video in the plurality of medical place monitoring videos, if it is determined that the medical place monitoring video needs to be screened, screening the medical place monitoring video to obtain a target monitoring video corresponding to the medical place monitoring video. Based on the method, the problem that the effect of managing the monitoring video of the medical place is poor in the prior art can be improved.

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  • Intelligent health monitoring data processing method
  • Intelligent health monitoring data processing method
  • Intelligent health monitoring data processing method

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Example Embodiment

[0048] In order to make the objects, technical solutions, and advantages of the present invention more clearly, the technical solutions in the embodiments of the present invention will be described in contemplation in the embodiment of the present invention. It is only a part of the embodiments of the present invention, not all of the embodiments. Components of the embodiments of the present invention described and illustrated in the drawings herein can be arranged and design in various configurations.
[0049] Thus, the following detailed description of the embodiments of the invention in the drawings is not intended to limit the scope of the invention claims, but only the selected embodiments of the present invention are shown. Based on the embodiments in the present invention, all other embodiments obtained without creative labor are not made in the premise of creative labor.
[0050] Such as figure 1 As shown, embodiments of the present invention provide a medical monitoring server. Wherein, the medical monitoring server can include a memory and a processor. The memory and the processor are electrically connected directly or indirectly to implement data transmission or interaction. For example, electrical connection can be achieved by one or more communication bus or signal lines. At least one software function module (computer program) that can be present in software or firmware can be stored in the memory. The processor can be used to perform an executable computer program stored in the memory, thereby implementing a smart health monitoring data processing method according to an embodiment of the present invention.
[0051] For example, in some preferred embodiments, the memory can be, but not limited to, a random access memory (RAM), a read only memory (ROM), programmable read-only memory ( Programmable Read-Only Memory, Prom, erased read-only memory (Erasable ProgrammableRead-Only Memory, EROM), Electrical Erasable ProgrammableRead-Only Memory, EEPROM), and the like. The processor can be a general purpose processor, including a central processor, a network processor (NP), a system on chip, SOC, or the like; it is also a digital signal. Processor (DSP), Dedicated Integrated Circuit (ASIC), Field Programmable Door Array (FPGA) or other programmable logic devices, separate doors or transistor logic devices, discrete hardware components.
[0052] For example, in some preferred embodiments, figure 1 The structure shown is for illustrative purposes only, and the medical monitoring server can also include ratio figure 1 More or less components shown in, or have figure 1 Different configurations, for example, may include a communication unit for information interaction with other devices.
[0053] Combine figure 2 The embodiment of the present invention also provides a smart health monitoring data processing method, which can be applied to the above medical monitoring server. Among them, the method steps defined by the process of the intelligent health monitoring data processing method can be implemented by the medical monitoring server, and the medical monitoring server communicates with multiple medical monitoring terminal devices.
[0054] Below figure 2 The specific procedure shown will be described in detail.
[0055] Step S110, obtain the medical place monitored by the plurality of medical monitoring terminal devices to obtain a plurality of medical locations corresponding to the plurality of medical monitoring terminals.
[0056] In an embodiment of the present invention, the medical monitoring server can acquire a medical place monitored video that the plurality of medical surveillance terminal devices are collected, and obtains a plurality of medical surveillance of the plurality of medical surveillance terminals to monitor video, ie Step S110. Among them, each of the plurality of medical places monitoring video monitors video includes multi-frame medical places monitoring video frames, each frame of medical places monitored video frames based on corresponding medical monitoring terminal devices on corresponding monitoring The location area is collected.
[0057] Step S120, respectively, each medical place monitored in the plurality of medical places, respectively, analyzes the video to determine if you need to screen for each medical place monitoring video.
[0058] In an embodiment of the present invention, the medical monitoring server can analyze the video of each of the plurality of medical places monitoring video, respectively, to determine if you need to screen for monitoring video for each medical place, Step S120.
[0059] Step S130, for the monitoring video for each medical place in the plurality of medical places, if it is determined that the medical place monitoring video is required to screen, the medical place monitoring video is screened to obtain the medical place monitoring video correspondence Target monitoring video.
[0060] In an embodiment of the present invention, the medical monitoring server can monitor video for each medical place in the plurality of medical places, if it is determined to screen the medical place monitoring video, the medical place is monitored Screened, obtain the target monitoring video corresponding to the monitoring video of the medical place, that is, step S130. Wherein, each of the target monitoring video includes at least one frame of the medical place monitored video frame.
[0061] Based on the above-mentioned smart health monitoring data processing method, after the monitoring of multiple medical locations corresponding to multiple medical monitoring terminals, you can analyze the monitoring of each medical place monitoring video in multiple medical places. To determine if you need to screen for each medical place monitoring video, then you can filter the corresponding target monitoring video for screening, which can be used to filter the corresponding target monitoring video, so that the screening of the medical place monitoring video is effective The judgment mechanism is implemented to monitor the monitoring video of medical places, if it is necessary to screen, thereby improving the problem of improving the management of medical places monitoring video in the prior art.
[0062] For example, in some preferred embodiments, the multi-medical surveillance terminal device is acquired by the medical place acquired by the medical place to obtain a plurality of medical surveillance terminals to monitor video, That is, step S110 may include the following steps:
[0063] First, it is judged whether or not the medical place monitored by the plurality of medical monitoring terminal devices can be acquired, and the first video acquisition notification is generated when it is determined to obtain the medical place to be acquired by the plurality of medical monitoring terminal devices. information;
[0064] Next, the first video acquisition notification information transmits each medical monitoring terminal device in the plurality of medical monitoring terminal devices, wherein each of the medical monitoring terminal devices is used to receive the first video. After obtaining the notification information, the medical monitoring server is sent to the currently collected medical place monitoring video;
[0065]Then, each medical monitoring terminal device in the plurality of medical monitoring terminal devices is obtained, respectively, based on the medical place monitored by the first video acquisition notification information, to obtain a plurality of medical surveillance terminals corresponding to the plurality of medical monitoring terminal devices Surveillance video.
[0066] For example, in some preferred embodiments, the determination is capable of acquiring the medical place monitored by the plurality of medical monitoring terminal devices, and is determined to obtain the medical surveillance terminal device separately collected medical care When the location is monitored, the step of generating the first video acquisition notification information may include the following steps:
[0067] First, it is determined whether or not the video transmit confirmation information transmitted by each of the plurality of medical monitoring terminal devices, and is determined to obtain each medical monitoring terminal device acquired in the plurality of medical monitoring terminal devices. After the video sends a confirmation information, it is determined that the medical place monitored video can be acquired by the plurality of medical monitoring terminal devices;
[0068] Next, when it is determined that the medical place monitored by the plurality of medical monitoring terminals, the first video acquisition notification information is generated.
[0069] For example, in another preferred embodiment, the determination is capable of acquiring the medical place monitored by the plurality of medical monitoring terminal devices, and is judged to acquire the plurality of medical monitoring terminal devices When monitoring the video, the step of generating the first video acquisition notification information may include the following steps:
[0070] First, calculate the medical monitoring server processing to complete the current data calculation task, and determine the relative size between the time long and the time-consuming time-consuming time-consuming time long;
[0071] Next, when the target time is greater than the time-consuming time long threshold, it is determined that the medical place monitored by the plurality of medical monitoring terminal devices cannot be acquired;
[0072] Then, when the target consumption is time long than or equal to the time-long threshold, it is determined that the medical place monitored by the plurality of medical monitoring terminal devices can be acquired, and the corresponding first video acquisition notification information is generated.
[0073] For example, on the basis of the above example, in some preferred embodiments, the determination is capable of acquiring the medical place monitored by the plurality of medical monitoring terminal devices, and is determined to obtain the plurality of medical care When monitoring the medical place collected by the terminal device, the step of generating the first video acquisition notification information is generated, and may include the following steps:
[0074] First, when the target consumption is greater than the time long threshold, the first video clearance notification information is generated, and the first video cleaning notification information is transmitted to each of the plurality of medical monitoring terminal devices. Medical monitoring terminal equipment, wherein each of the medical monitoring terminal devices is used to delete the currently collected medical place monitoring video after receiving the first video clearance notification information, and continue to collect new medical places monitoring. video.
[0075] For example, in some preferred embodiments, the respective medical places monitored in the plurality of medical places have been parsed to determine whether to filter each medical place monitoring video. That is, step S120 may include the following steps:
[0076] First, aimed at the monitoring of each medical place in the multiple medical places to monitor the video, the multi-frame medical place included in the medical place is monitored to monitor the video frame to obtain object identification processing, obtain object recognition of the medical place monitoring video. result;
[0077] Secondly, based on the object recognition result of each medical place monitoring video in the plurality of medical places monitoring video, it is determined whether or not to screen for each medical place monitoring video.
[0078] For example, in some preferred embodiments, the corresponding object recognition result is monitored by each medical place in the plurality of medical places to monitor the video, determine whether to filter each medical place monitoring video is required. It can include the following steps:
[0079] First, aimed at the monitoring of each medical place in the plurality of medical places to monitor video, based on the object recognition result of the medical place to monitor the video, the medical place monitoring video included in the multi-frame medical place monitoring video frame The number of objects is obtained by the number of user object statistics corresponding to the medical place monitoring video, wherein the user object includes a patient and a person (can be all people who appear in the medical place monitoring video;
[0080] Next, the sum of the number of user object statistics corresponding to the plurality of medical places is monitored, and the total number of user objects corresponding to the plurality of medical places are monitored;
[0081] Then, based on the total number of user objects corresponding to the plurality of medical places, it is determined whether to filter each medical place monitoring video (if the total number of user object statistics is greater than or equal to one threshold, it can be determined Screening).
[0082] For example, in other preferred embodiments, the object recognition result is monitored based on each of the plurality of medical places monitoring the video of each of the medical places in the video, determines whether to filter each medical place monitoring video The steps may also include the following steps:
[0083] First, aimed at the monitoring of each medical place in the plurality of medical places to monitor video, based on the object recognition result of the medical place to monitor the video, the medical place monitoring video included in the multi-frame medical place monitoring video frame The number of objects is obtained by the number of user object statistics corresponding to the medical place monitoring video, wherein the user object includes a patient and a person (can be all people who appear in the medical place monitoring video;
[0084] Secondly, for each of the plurality of medical places monitoring video, it is determined that the area area of ​​the medical monitoring terminal device corresponding to the medical surveillance terminal device corresponding to the medical place is determined, and based on the area area and the area. Medical venues monitor video corresponding user object statistics, calculate user object distribution density information corresponding to the medical place monitoring video;
[0085] Then, for the monitoring video to monitor the video in each of the plurality of medical places, the medical surveillance terminal device collected by the medical surveillance terminal device corresponding to the medical surveillance video is acquired. Medical surveillance terminal equipment collection Monitor the audio, and monitor the audio of the medical place for sound source identification processing to obtain the number of sound sources corresponding to the monitoring audio corresponding to the medical place;
[0086] Thereafter, the video is monitored for each of the plurality of medical places to monitor video, based on the medical place to monitor audio corresponding to the number of audio corresponding to the number of audio corresponding to the area of ​​the audio and the area area of ​​the corresponding monitoring place area, calculation The medical venue monitors the video corresponding user sound source distribution density information, and fuses the user's sound source distribution density information and the user object distribution density information corresponding to the medical place monitoring video (such as calculating average) to obtain the medical site. Monitor video corresponding target distribution density information, wherein the target distribution density information is used to characterize the user's complicated extent in the region of monitoring place.
[0087] Finally, the target distribution density information corresponding to the plurality of medical places is monitored, determined whether to filter each medical place monitoring video is required.
[0088] For example, in some preferred embodiments, the target distribution density information based on the plurality of medical places monitored video, determines whether the step of monitoring the video of each medical place can include the following step:
[0089] First, the average value of the target distribution density information corresponding to the plurality of medical locations is calculated to obtain the distributed density mean information corresponding to the plurality of medical locations, and determine the distributed density mean information and pre- The size between the configured distributed density threshold information is larger than or equal to or equal to the distributed density threshold.
[0090] Second, if the distributed density mean information is greater than or equal to the distributed density threshold, it is determined that it is not necessary to screen the video to monitor the video, if the distributed density mean information is smaller than the distributed density threshold, it is directed to the Monitoring each medical place in multiple medical venues monitoring video to determine the size of the target distribution density information corresponding to the monitoring video of the medical place and the distribution density threshold;
[0091] Then, for each of the plurality of medical places monitoring the video, if the target distribution density information corresponding to the medical place monitoring video is greater than or equal to the distributed density threshold, it is determined that the medical treatment is not required. Sproduct Monitoring Video Screening, if the target distribution density information corresponding to the medical place monitoring video is smaller than the distributed density threshold, it is determined that the medical place monitoring video is required to screen.
[0092] For example, in some preferred embodiments, the video is monitored for each medical place in the plurality of medical places to monitor video. If it is determined to screen the medical place monitoring video, the medical place is monitored Screening, get the step of monitoring the target monitoring video corresponding to the medical place, that is, step S130, may include the following steps:
[0093] First, the video is monitored for each medical place in the number of medical places to monitor the video. The target screening ratio for the screen monitoring video (as the target distribution density information can have a negative correlation between the target screening ratio), wherein the target screening ratio is used to characterize the corresponding medical place monitoring. After the video is screened, the maximum proportion of the screening of the desired medical place is monitored;
[0094] Secondly, the video is monitored for each medical place in the multiple medical places to monitor video. If it is determined to screen the medical place monitoring video, the target screening ratio based on the medical place is subject to the target screening ratio on the medical place. Monitor video The multi-frame medical place monitored video frame performs a target filtering operation to obtain a target monitoring of the monitoring video of the medical place.
[0095] For example, in some preferred embodiments, the video is monitored for the medical place monitoring video for each of the various medical places monitored for the plurality of medical places. The target screening ratio of the video performs the target filtering operation of the multi-frame medical place included in the medical place monitoring video to obtain the target filtering operation to obtain the target monitoring video of the medical place to monitor the video, the target in this step Filter operations, further include the following steps:
[0096] First, the video frame timing exchange processing (which can be any random exchange) included in the medical venue monitoring video includes the video frame timing exchange processing (any random exchange) to obtain a medical place monitoring video corresponding to the medical place monitoring video;
[0097]Secondly, at least one video frame replacement combination is determined based on the medical venue monitoring video and the update medical place monitoring video, wherein the video frame replacement combination corresponds to one of the video frame timing exchange processing, Each of the video frame replacement combines a frame of medical place monitored video frame and the update medical place monitoring video in the medical place monitoring video and the update medical place monitoring video. Monitor video frames (ie, two frames of medical places, including the exchange, the video frame);
[0098] Then, for each video frame replacement in the at least one video frame replacement combination, it is determined whether the video frame similarity between the two frames of the two frames in the video frame replacement combination is greater than or equal to the predetermined A video frame similarity threshold;
[0099] Thereafter, for each of the video frame replacement combinations in the at least one video frame replacement combination, if the video frame similarity between two frames of medical places in the video frame replacement combination is greater than or equal to the first video The frame similarity threshold is determined to monitor the video frame to be filtered by the two frames of medical places in the video frame replacement combination.
[0100] Finally, the video frame similarity between the medical places to be filtered to the medical place to be filtered separately, respectively, and the video frame similarity between the medical place monitoring video frames, and the medical place based on each two frames. Monitor the target screening ratio of the video, the obtained at least two frames to filter the medical place to monitor the video frame to perform the re-screening process, obtain the target monitoring video corresponding to the medical place monitoring video.
[0101] For example, in some preferred embodiments, the step of monitoring the video and the update medical place monitoring video determines the step of replacing the at least one video frame replacement combination, further comprising the steps of:
[0102] First, the medical place monitors the video and the updated medical place monitoring video to perform video frame comparison processing based on pre-configured first particle size, resulting in a corresponding first video frame contrast result sequence, wherein the first video frame contrast The result sequence includes at least one first video frame combination, each of the first video frames for identifying a medical place monitoring video and the update medical place monitoring video to monitor video frames, And this is similar to the video frame similarity to the medical place to monitor the video frame;
[0103] Next, a combination of the first video frame in the first video frame in the first video frame in the resulting sequence of the first video frame is decomposed based on the second particle size of the predetermined second particle size to obtain a second video frame contrast result sequence corresponding to the first video frame. Wherein, the second video frame contrast result sequence includes at least one second video frame combination, each of the second video frame combinations for identifying the medical place monitoring video and the update medical place monitoring video corresponding to A pair of medical places monitored video frames, and this to monitor the video frame similarity to the video frame of the medical place, the second particle size is less than the first particle size;
[0104] Then, at least one video is determined based on each of the second video frame combinations in at least one second video frame combination included in the second video frame comparison result sequence and each of the video frames corresponding to each of the second video frames. The frame replacement combination is based on the pre-configured first particle size to monitor the video frame comparison processing of the video frame comparison, resulting in a corresponding first video frame contrast result sequence, wherein the first video frame is The contrast result sequence includes at least one first video frame combination, each of the first video frames for identifying a pair of medical sites, monitoring video, and the update medical place monitoring video. And this is similar to the video frame similarity to the monitoring video frames of medical places;
[0105] Thereafter, the first video frame combination in the first video frame in the result sequence is combined based on the pre-configured second particle size to decompose the process, obtain the second video frame contrast result sequence corresponding to the first video frame contrast result sequence, Wherein, the second video frame contrast result sequence includes at least one second video frame combination, each of the second video frame combinations for identifying the medical place monitoring video and the update medical place monitoring video corresponding to A pair of medical places monitored video frames, and this to monitor the video frame similarity to the video frame of the medical place, the second particle size is less than the first particle size;
[0106] Finally, based on each of the second video frame combinations in at least one second video frame combination included in the second video frame, the corresponding video frame similarity (such as the second video) The video frame similarity corresponding to the frame combination is smaller than the pre-configured second video frame similarity threshold), determines at least one video frame replacement combination.
[0107] Further, on the basis of the above embodiment, the video is monitored for each medical place in the plurality of medical places to monitor the video. Medical Places Monitor Video Corresponding Target Monitor Video.
[0108] Combine image 3 The embodiment of the present invention also provides a smart health monitoring data processing system, which can be applied to the above medical monitoring server. Among them, the smart health monitoring data processing system includes:
[0109] The monitoring video acquisition module is used to obtain a medical place monitored video captured by the plurality of medical monitoring terminal devices to obtain multiple medical locations corresponding to the plurality of medical surveillance terminals, in which the plurality of medical places are Monitoring Video Monitoring Video includes multi-frame medical venues to monitor video frames, each frame of the medical place monitoring video frame, based on the corresponding medical monitoring terminal device, image acquisition of the corresponding monitoring place area;
[0110] Monitor the video parsing module for parsing each medical place monitoring video in the plurality of medical places monitoring video, respectively, to determine if you need to screen monitoring video for each medical place;
[0111] Monitor the video filter module for monitoring video for each of the medical places to monitor video in the plurality of medical places. Strike monitoring video corresponding to the video, in which each target monitoring video includes at least one frame of the medical place monitored video frame.
[0112] In summary, a smart health monitoring data processing method provided by the present invention, after acquiring a plurality of medical places corresponding to a plurality of medical monitoring terminals, each of the plurality of medical places can be monitored to each of the plurality of medical places. A medical place monitoring video is analyzed to determine if you need to screen for each medical place monitoring video, and then you can filter your corresponding target monitoring video for filtering, you can make a corresponding target monitoring video, and you can make medical places The screening of monitoring video is a valid management of a valid judgment mechanism to implement the effective management of medical places monitoring video. question.
[0113] It is merely preferred embodiments of the present invention, and is not intended to limit the invention, and those skilled in the art can have various changes and variations. Any modification, equivalent replacement, improvement, etc. according to the present invention should be included within the scope of the invention.
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