CN112364746A - Pulse feeling method, electronic equipment and computer storage medium - Google Patents
Pulse feeling method, electronic equipment and computer storage medium Download PDFInfo
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- CN112364746A CN112364746A CN202011217281.8A CN202011217281A CN112364746A CN 112364746 A CN112364746 A CN 112364746A CN 202011217281 A CN202011217281 A CN 202011217281A CN 112364746 A CN112364746 A CN 112364746A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
Abstract
The application provides a pulse feeling method, an electronic device and a computer storage medium, wherein the method comprises the following steps: acquiring a user image of a user in a pulse feeling process; determining whether the user state of the user is an abnormal state or not according to the user image; acquiring reminding information corresponding to the abnormal state under the condition that the user state is the abnormal state; and after the reminding information is used for reminding the user, the step of acquiring the user image is carried out, and the steps are carried out in a circulating way until the pulse feeling is finished. The accuracy of the pulse data of the user collected through pulse feeling can be improved.
Description
[ technical field ] A method for producing a semiconductor device
The present application relates to the field of image processing technologies, and in particular, to a pulse feeling method, an electronic device, and a computer storage medium.
[ background of the invention ]
When the pulse feeling equipment is used for feeling the pulse of a user, the user is required to keep a stable state in the whole pulse feeling process, and accurate pulse data can be obtained. However, the existing pulse feeling equipment can only perform pulse feeling on the user, and cannot analyze the state of the user in the pulse feeling process. Therefore, the user cannot be effectively reminded when the user shakes or is nervous, and the accuracy of the acquired pulse data is low.
[ summary of the invention ]
In view of the above, the present application provides a pulse taking method, an electronic device and a computer storage medium for improving the accuracy of pulse data acquired by pulse taking.
The technical scheme adopted by the application for solving the technical problem is to provide a pulse feeling method, which comprises the following steps: acquiring a user image of a user in a pulse feeling process; determining whether the user state of the user is an abnormal state or not according to the user image; acquiring reminding information corresponding to the abnormal state under the condition that the user state is the abnormal state; and after the reminding information is used for reminding the user, the step of acquiring the user image is carried out, and the steps are carried out in a circulating way until the pulse feeling is finished.
According to the technical scheme, the user state is determined by acquiring the user image of the user in the pulse feeling process, and then when the user state is in an abnormal state, the user is prompted according to the reminding information corresponding to the abnormal state, so that the user is ensured to have a more stable state in the pulse feeling process, and the accuracy of the pulse data of the user acquired through pulse feeling is improved.
[ description of the drawings ]
FIG. 1 is a schematic diagram according to a first embodiment of the present application;
FIG. 2 is a schematic diagram according to a second embodiment of the present application;
FIG. 3 is a block diagram of a computer system/server provided according to an embodiment of the present application.
[ detailed description ] embodiments
In order to make the objects, technical solutions and advantages of the present application more apparent, the present invention is described in detail below with reference to the accompanying drawings and specific embodiments.
The terminology used in the embodiments of the present application is for the purpose of describing particular embodiments only and is not intended to be limiting of the application. As used in the examples of this application and the appended claims, the singular forms "a", "an", and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.
It should be understood that the term "and/or" as used herein is merely one type of association that describes an associated object, meaning that three relationships may exist, e.g., a and/or B may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the character "/" herein generally indicates that the former and latter related objects are in an "or" relationship.
The word "if" as used herein may be interpreted as "at … …" or "when … …" or "in response to a determination" or "in response to a detection", depending on the context. Similarly, the phrases "if determined" or "if detected (a stated condition or event)" may be interpreted as "upon determining" or "in response to determining" or "upon detecting (a stated condition or event)" or "in response to detecting (a stated condition or event)", depending on the context.
Fig. 1 is a schematic diagram according to a first embodiment of the present application. As shown in fig. 1, the pulse feeling method of the present embodiment may specifically include the following steps:
s101, acquiring a user image of a user in a pulse feeling process;
s102, determining whether the user state of the user is an abnormal state or not according to the user image;
s103, acquiring reminding information corresponding to the abnormal state under the condition that the user state is the abnormal state;
and S104, after the reminding information is used for reminding the user, the step of acquiring the user image is executed, and the steps are circularly carried out until pulse feeling is finished.
The execution main body of the pulse feeling method is pulse feeling equipment, particularly pulse feeling equipment with a shooting device, the pulse feeling equipment can determine the state of a user through a user image of the user in the pulse feeling process, and then when the state of the user is an abnormal state, the user is prompted according to reminding information corresponding to the abnormal state, so that the user is ensured to have a more stable state in the pulse feeling process, and the accuracy of pulse data of the user acquired through pulse feeling is improved.
In this embodiment, the user image obtained in S101 may be specifically at least one of a body image and a face image of the user in the pulse taking process. In the embodiment, the posture state of the user can be analyzed through the body image, and the emotion state of the user can be analyzed through the face image.
It can be understood that the user image acquired by performing S101 in this embodiment may be a single image or multiple images within a period of time.
Before executing S101 to acquire a user image of a user in a pulse taking process, the present embodiment may further include the following: acquiring an initial image of a user before pulse feeling; comparing the obtained initial image with a standard pulse feeling image, and determining whether the user meets the pulse feeling requirements according to the comparison result, wherein the standard pulse feeling image is obtained by combining experts to specify and analyze a large number of user images and corresponds to the optimal pulse feeling position and the optimal pulse feeling sitting position; if so, starting to diagnose the pulse and acquiring a user image of the user in the pulse diagnosis process, otherwise, prompting the user to adjust by using preset adjustment information. The preset adjusting information may be at least one of a position, a sitting posture and an emotion of the user.
That is to say, before the pulse feeling equipment in this embodiment starts pulse feeling, whether the user currently meets the pulse feeling requirement is determined according to the initial image of the user, so that it is ensured that the pulse feeling equipment starts pulse feeling under the condition that the user has a stable state, and the accuracy and efficiency of pulse feeling are further improved.
When the obtained initial image is compared with the standard pulse feeling image, the similarity between the two images can be calculated, and then whether the user meets the pulse feeling requirement is determined according to the calculation result of the similarity, for example, the pulse feeling requirement is determined to be met when the similarity is higher, and the pulse feeling requirement is determined not to be met when the similarity is lower.
In addition, when the obtained initial image and the standard pulse feeling image are compared, the standard pulse feeling image may be displayed to the user, the coincidence degree between the initial image of the user and the standard pulse feeling image is obtained, and whether the user meets the pulse feeling requirement is determined according to the obtained coincidence degree, for example, the pulse feeling requirement is determined to be met when the coincidence degree is high, and the pulse feeling requirement is determined not to be met when the coincidence degree is low.
After executing S101 to acquire a user image of a user in a pulse taking process, the present embodiment executes S102 to determine whether the user state of the user is an abnormal state according to the acquired user image.
The user state related to the embodiment includes at least one of a posture state and an emotional state of the user, and the posture state of the user includes at least one of a sitting posture and a position of the user. Therefore, the present embodiment performs at least one of determining whether the user state determined in S102 is an abnormal state, that is, determining whether the posture state of the user is an abnormal state and determining whether the emotional state of the user is an abnormal state.
In the present embodiment, when S102 is executed to determine whether the user state of the user is an abnormal state according to the user image, the optional implementation manner that may be adopted is: determining at least one of a user sitting posture and a user position according to the acquired user image; and determining that the user state of the user is an abnormal state under the condition that the sitting posture of the user changes and/or the position of the user deviates, otherwise, determining that the user state of the user is a normal state. That is, the present embodiment determines whether the user is in an abnormal state by the posture state of the user, that is, the determined abnormal state is that the posture of the user is changed.
In the present embodiment, when S102 is executed to determine whether the user state of the user is an abnormal state according to the user image, the optional implementation manner that may be adopted is: determining whether the user is in a tension state according to the acquired user image; and under the condition that the user is in a tension state, determining that the user state of the user is an abnormal state, otherwise, determining that the user state of the user is a normal state. That is, the present embodiment determines whether the user is in an abnormal state by the emotional state of the user, that is, the determined abnormal state is that the emotion of the user has changed.
When determining whether the user is in a tension state according to the acquired user image, the embodiment may determine whether the user is in the tension state according to the expression obtained by recognizing the expression in the user image; the stress parameter can also be calculated by analyzing the vibration frequency and amplitude of the head, the neck and the body of the user in the user image, and whether the user is in a stress state or not can be determined according to the stress parameter obtained by calculation.
After the user state is determined to be the abnormal state by executing S102, the present embodiment executes S103 to acquire the reminding information corresponding to the abnormal state when the user state is the abnormal state. If the present embodiment executes S102 to determine that the user state is not the abnormal state, it is sufficient to continue pulse taking without acquiring the reminding information.
It is understood that, when the present embodiment executes S103 to obtain the reminding information corresponding to the abnormal state, the reminding information corresponding to the abnormal state may be obtained according to a preset state-information relation table. In the embodiment, the reminding information corresponding to the abnormal posture state can remind the user of keeping a correct sitting posture and a correct position; the reminding information corresponding to the emotional state abnormity can remind the user of relaxing the mood; the reminding information corresponding to the emotional state abnormity and the attitude state abnormity can be used for reminding the user to adjust the attitude and the emotion; in addition, in this embodiment, the reminding information corresponding to the abnormal state may also be used to remind the user to re-acquire the pulse data.
In addition, after executing S103 to acquire the reminding information corresponding to the abnormal state, the present embodiment may further include the following contents: and marking the time when the user state of the user is in an abnormal state, namely marking the time when the posture state and/or the emotion state of the user are abnormal in the pulse feeling process.
In this embodiment, after the step S103 of acquiring the reminding information corresponding to the abnormal state is executed, the step S104 of prompting the user by using the acquired reminding information is executed, and the step S101 of acquiring the user image is executed, so that the steps are performed in a circulating manner until the pulse feeling is completed.
It is understood that, after the pulse taking is completed in step S104, the following contents may be further included in the present embodiment: acquiring pulse data acquired after pulse diagnosis is finished; and removing the pulse data positioned in the mark time from the pulse data. That is to say, when analyzing the pulse condition of the user according to the pulse data obtained by pulse taking, the present embodiment can analyze only the pulse data collected without being in an abnormal state, thereby improving the accuracy of analyzing the pulse data.
Through the technical scheme, the user state of the user in the pulse feeling process is detected, and the corresponding reminding information is used for reminding the user under the condition that the user state is in the abnormal state, so that the user has a more stable state in the whole pulse feeling process, and the pulse feeling accuracy is improved.
Fig. 2 is a schematic diagram according to a second embodiment of the present application. As shown in fig. 2, when executing S102 to determine whether the user state of the user is an abnormal state according to the user image, the embodiment may specifically include the following steps:
s201, acquiring a posture state of a user according to the user image;
s202, determining whether the posture state is abnormal or not, if so, determining that the user state is an abnormal state, and otherwise, acquiring the emotional state of the user;
s203, determining whether the emotional state is abnormal or not, if so, determining that the user state is an abnormal state, and otherwise, acquiring pulse data of the user;
s204, determining whether the waveform of the pulse data has noise, if so, determining that the user state is an abnormal state, otherwise, determining that the user state is a normal state.
That is to say, this embodiment analyzes through the gesture state, the mood state and the pulse data of gathering to the user in proper order, can all-round analysis user whether be in abnormal state, has promoted the judgement accuracy whether user's state is in abnormal state, has avoided the lower problem of accuracy of the pulse data of gathering because reasons such as user's rocking, tension cause, has further promoted the accuracy of feeling pulse.
When S202 is executed to determine whether the posture state is abnormal, the present embodiment specifically determines whether the posture of the user changes, for example, the position of the user shifts or the sitting posture of the user changes; however, when S203 is executed to determine whether the emotional state is abnormal, specifically, whether the emotion of the user has changed, for example, the emotion of the user becomes tense.
The present embodiment may determine that the user status is an abnormal status by determining whether the variation of the waveform of the pulse data exceeds a preset threshold value, i.e. in the case that there is a large variation of the waveform of the pulse data, when performing S204 to determine whether there is noise in the waveform of the pulse data. The embodiment avoids the problem that the error of the acquired pulse data is large under the condition that the posture state and/or the emotion state of the user are abnormal and are not detected or other unknown reasons in a mode of determining whether the pulse data has noise.
Fig. 3 illustrates a block diagram of an exemplary computer system/server 012 suitable for use to implement some embodiments of the present application. The computer system/server 012 shown in fig. 3 is only an example, and should not bring any limitations to the function and the scope of use of the embodiments of the present invention.
As shown in fig. 3, the computer system/server 012 is embodied as a general purpose computing device. The components of computer system/server 012 may include, but are not limited to: one or more processors or processing units 016, a system memory 028, and a bus 018 that couples various system components including the system memory 028 and the processing unit 016.
Computer system/server 012 typically includes a variety of computer system readable media. Such media may be any available media that is accessible by computer system/server 012 and includes both volatile and nonvolatile media, removable and non-removable media.
Program/utility 040 having a set (at least one) of program modules 042 can be stored, for example, in memory 028, such program modules 042 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each of which examples or some combination thereof might include an implementation of a network environment. Program modules 042 generally perform the functions and/or methodologies of embodiments of the present invention as described herein.
The computer system/server 012 may also communicate with one or more external devices 014 (e.g., keyboard, pointing device, display 024, etc.), and in some embodiments of the invention, the computer system/server 012 communicates with an external radar device, and may also communicate with one or more devices that enable a user to interact with the computer system/server 012, and/or with any devices (e.g., network card, modem, etc.) that enable the computer system/server 012 to communicate with one or more other computing devices. Such communication may occur through an input/output (I/O) interface 022. Also, the computer system/server 012 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network such as the internet) via the network adapter 020. As shown, the network adapter 020 communicates with the other modules of the computer system/server 012 via bus 018. It should be appreciated that, although not shown, other hardware and/or software modules may be used in conjunction with the computer system/server 012, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.
The processing unit 016 executes programs stored in the system memory 028, thereby executing various functional applications and data processing, such as implementing the method flow provided by the embodiment of the present invention.
The computer program described above may be provided in a computer storage medium encoded with a computer program that, when executed by one or more computers, causes the one or more computers to perform the method flows and/or apparatus operations shown in the above-described embodiments of the invention. For example, the method flows provided by the embodiments of the invention are executed by one or more processors described above.
With the development of time and technology, the meaning of media is more and more extensive, and the propagation path of computer programs is not limited to tangible media any more, and can also be downloaded from a network directly and the like. Any combination of one or more computer-readable media may be employed. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
According to the technical scheme, the user state is determined through the user image of the user in the pulse feeling process, and then when the user state is in the abnormal state, the user is prompted according to the reminding information corresponding to the abnormal state, so that the user is ensured to have a more stable state in the pulse feeling process, and the pulse feeling accuracy is improved.
In the several embodiments provided in the present application, it should be understood that the disclosed system, apparatus and method may be implemented in other manners. For example, the above-described device embodiments are merely illustrative, and for example, the division of the units is only one logical functional division, and other divisions may be realized in practice.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, or in a form of hardware plus a software functional unit.
The integrated unit implemented in the form of a software functional unit may be stored in a computer readable storage medium. The software functional unit is stored in a storage medium and includes several instructions to enable a computer device (which may be a personal computer, a server, or a network device) or a processor (processor) to execute some steps of the methods according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
The above description is only exemplary of the present application and should not be taken as limiting the present application, as any modification, equivalent replacement, or improvement made within the spirit and principle of the present application should be included in the scope of protection of the present application.
Claims (10)
1. A method of pulse feeling, comprising:
acquiring a user image of a user in a pulse feeling process;
determining whether the user state of the user is an abnormal state or not according to the user image;
acquiring reminding information corresponding to the abnormal state under the condition that the user state is the abnormal state;
and after the reminding information is used for reminding the user, the step of acquiring the user image is carried out, and the steps are carried out in a circulating way until the pulse feeling is finished.
2. The method of claim 1, wherein said acquiring user images of a user during a pulse taking process comprises:
and acquiring at least one of a body image and a face image of the user in the pulse feeling process.
3. The method of claim 1, further comprising:
before acquiring a user image of a user in a pulse feeling process, acquiring an initial image of the user before starting pulse feeling;
comparing the initial image with a standard pulse feeling image, and determining whether the user meets the pulse feeling requirements or not according to the comparison result;
if so, starting to diagnose the pulse and acquiring a user image of the user in the pulse diagnosis process, otherwise, prompting the user to adjust by using preset adjustment information.
4. The method of claim 1, wherein the determining whether the user state of the user is an abnormal state from the user image comprises:
determining at least one of a user sitting posture and a user position according to the user image;
and determining the user state of the user to be an abnormal state under the condition that the sitting posture of the user changes and/or the position of the user deviates.
5. The method of claim 1, wherein the determining whether the user state of the user is an abnormal state from the user image comprises:
determining whether the user is in a tension state according to the user image;
and under the condition that the user is in a stress state, determining that the user state of the user is an abnormal state.
6. The method of claim 1, wherein the determining whether the user state of the user is an abnormal state from the user image comprises:
acquiring the posture state of the user according to the user image;
determining whether the posture state is abnormal or not, if so, determining that the user state is an abnormal state, and otherwise, acquiring the emotional state of the user;
determining whether the emotional state is abnormal or not, if so, determining that the user state is an abnormal state, and otherwise, acquiring pulse data of the user;
and determining whether the waveform of the pulse data has noise, if so, determining that the user state is an abnormal state, and otherwise, determining that the user state is a normal state.
7. The method of claim 1, further comprising:
and after the reminding information corresponding to the abnormal state is acquired, marking the time when the user state of the user is in the abnormal state.
8. The method of claim 7, further comprising:
after pulse feeling is finished, pulse data acquired after pulse feeling is finished are acquired;
and removing the pulse data positioned in the mark time from the pulse data.
9. An electronic device, characterized in that the electronic device comprises:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-8.
10. A storage medium having stored thereon computer-executable instructions for performing the method of any one of claims 1-8 when executed by a computer processor.
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