CN111353454A

CN111353454A - Data processing method and device and electronic equipment

Info

Publication number: CN111353454A
Application number: CN202010153135.7A
Authority: CN
Inventors: 王颖; 贺强; 周泽南; 田凯; 常庆丰; 林明安; 曹广飞; 赖国富
Original assignee: Beijing Sogou Technology Development Co Ltd
Current assignee: Beijing Sogou Technology Development Co Ltd
Priority date: 2020-03-06
Filing date: 2020-03-06
Publication date: 2020-06-30

Abstract

The embodiment of the invention provides a data processing method, a data processing device and electronic equipment, wherein the method comprises the following steps: carrying out face recognition on an object to be detected, and determining corresponding face characteristic information; detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result; outputting prompt information based on the face feature information and the body temperature detection result; and then, the information is output by combining the human face characteristics, the target to be detected is prompted in a targeted manner, the individuation of the output information is increased, and the user experience is improved. In addition, the prompt information contains the human face features, and compared with the information output in the prior art, the prompt effect is better, so that the detection efficiency of workers can be improved.

Description

Data processing method and device and electronic equipment

Technical Field

The present invention relates to the field of data processing technologies, and in particular, to a data processing method and apparatus, and an electronic device.

Background

In general, symptoms of many respiratory infectious diseases are accompanied by fever; by measuring the human body temperature and taking further measures such as isolation, virus detection and the like aiming at a fever user when the fever user is detected, the method is one of effective ways for preventing the respiratory infectious diseases from spreading.

The existing public places such as subways, frontiers, airports, office buildings and the like are all provided with body temperature detection devices such as infrared detection doors, and output information is uniform and has no pertinence only when the body temperature of a user is detected by the devices.

Disclosure of Invention

The embodiment of the invention provides a data processing method for increasing the individuation of output information.

Correspondingly, the embodiment of the invention also provides a data processing device and electronic equipment, which are used for ensuring the realization and application of the method.

In order to solve the above problem, an embodiment of the present invention discloses a data processing method, which specifically includes: carrying out face recognition on an object to be detected, and determining corresponding face characteristic information; detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result; and outputting prompt information based on the face feature information and the body temperature detection result.

Optionally, the performing face recognition on the object to be detected to determine corresponding face feature information includes: acquiring image data of the object to be detected, and performing living body detection according to the image data; when the object to be detected is determined to be a living body, performing material filtering according to the image data to filter a shelter of the face of the object to be detected in the image data; and extracting the face characteristic information of the object to be detected from the image data after the material filtering.

Optionally, the outputting prompt information based on the face feature information and the body temperature detection result includes: performing identity recognition based on the face feature information to obtain identity information of the object to be detected; and generating a text to be broadcasted according to the identity information and the body temperature detection result, and carrying out voice broadcast on the text to be broadcasted.

Optionally, the outputting prompt information based on the face feature information and the body temperature detection result includes: determining the gender and/or age of the object to be detected based on the face feature information; generating a text to be broadcasted according to the gender and/or age of the object to be broadcasted and the body temperature detection result; and carrying out voice broadcast on the text to be broadcast.

Optionally, the method further comprises: and if the body temperature detection result meets the body temperature abnormal condition, tracking the historical activity track and the corresponding activity time of the object to be detected based on the face characteristic information of the object to be detected.

Optionally, the right carries out voice broadcast on the text to be broadcast, including: if the body temperature detection result meets the abnormal body temperature condition, carrying out voice broadcast on the text to be broadcast according to a target broadcast mode; if the body temperature detection result does not meet the body temperature abnormal condition, carrying out voice broadcast on the text to be broadcast according to a default broadcast mode; and the prompt intensity of the target broadcast mode is greater than that of the default broadcast mode.

The embodiment of the invention also discloses a data processing device, which specifically comprises: the identification module is used for carrying out face identification on the object to be detected and determining corresponding face characteristic information; the detection module is used for detecting the body temperature of the object to be detected and determining a corresponding body temperature detection result; and the information output module is used for outputting prompt information based on the face feature information and the body temperature detection result.

Optionally, the identification module is configured to acquire image data of the object to be detected, and perform living body detection according to the image data; when the object to be detected is determined to be a living body, performing material filtering according to the image data to filter a shelter of the face of the object to be detected in the image data; and extracting the face characteristic information of the object to be detected from the image data after the material filtering.

Optionally, the information output module includes: the identity recognition submodule is used for carrying out identity recognition based on the face feature information to obtain identity information of the object to be detected; the first text generation submodule is used for generating a text to be broadcasted according to the identity information and the body temperature detection result; and the voice broadcasting submodule is used for carrying out voice broadcasting on the text to be broadcasted.

Optionally, the information output module includes: the information determining submodule is used for determining the gender and/or the age of the object to be detected based on the face feature information; the second text generation submodule is used for generating a text to be broadcasted according to the gender and/or the age of the object to be detected and the body temperature detection result; and the voice broadcasting submodule is used for carrying out voice broadcasting on the text to be broadcasted.

Optionally, the apparatus further comprises: and the tracking module is used for tracking the historical activity track and the corresponding activity time of the object to be detected based on the human face characteristic information of the object to be detected if the body temperature detection result meets the body temperature abnormal condition.

Optionally, the voice broadcast sub-module is configured to perform voice broadcast on the text to be broadcast according to a target broadcast manner if the body temperature detection result meets a body temperature abnormal condition; if the body temperature detection result does not meet the body temperature abnormal condition, carrying out voice broadcast on the text to be broadcast according to a default broadcast mode; and the prompt intensity of the target broadcast mode is greater than that of the default broadcast mode.

The embodiment of the invention also discloses a readable storage medium, and when the instructions in the storage medium are executed by a processor of the electronic equipment, the electronic equipment can execute the data processing method according to any one of the embodiments of the invention.

An embodiment of the present invention also discloses an electronic device, including a memory, and one or more programs, where the one or more programs are stored in the memory, and configured to be executed by one or more processors, and the one or more programs include instructions for: carrying out face recognition on an object to be detected, and determining corresponding face characteristic information; detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result; and outputting prompt information based on the face feature information and the body temperature detection result.

Optionally, further comprising instructions for: and if the body temperature detection result meets the body temperature abnormal condition, tracking the historical activity track and the corresponding activity time of the object to be detected based on the face characteristic information of the object to be detected.

The embodiment of the invention has the following advantages:

in the embodiment of the invention, the face recognition can be carried out on the object to be detected to determine the corresponding face characteristic information, and the body temperature detection can be carried out on the object to be detected to determine the corresponding body temperature detection result; then, voice broadcasting is carried out based on the face feature information and the body temperature detection result; and then, the information is output by combining the human face characteristics, the target to be detected is prompted in a targeted manner, the individuation of the output information is increased, and the user experience is improved. In addition, the prompt information contains the human face features, and compared with the information output in the prior art, the prompt effect is better, so that the detection efficiency of workers can be improved.

Drawings

FIG. 1 is a flow chart of the steps of one data processing method embodiment of the present invention;

FIG. 2 is a flow chart of the steps of an alternative embodiment of a data processing method of the present invention;

FIG. 3 is a flow chart of the steps of yet another alternative embodiment of a data processing method of the present invention;

FIG. 4 is a block diagram of an embodiment of a data processing apparatus of the present invention;

FIG. 5 is a block diagram of an alternate embodiment of a data processing apparatus of the present invention;

FIG. 6 illustrates a block diagram of an electronic device for data processing in accordance with an exemplary embodiment;

fig. 7 is a schematic structural diagram of an electronic device for data processing according to another exemplary embodiment of the present invention.

Detailed Description

In order to make the aforementioned objects, features and advantages of the present invention comprehensible, embodiments accompanied with figures are described in further detail below.

The data processing method provided by the embodiment of the invention can be applied to detection of various places, such as shopping malls, banks, office areas, airports, railway stations, subways, side detection and the like; the embodiments of the present invention are not limited in this regard.

Referring to fig. 1, a flowchart illustrating steps of an embodiment of a data processing method according to the present invention is shown, which may specifically include the following steps:

and 102, carrying out face recognition on the object to be detected, and determining corresponding face characteristic information.

And step 104, carrying out body temperature detection on the object to be detected, and determining a corresponding body temperature detection result.

And 106, outputting prompt information based on the face feature information and the body temperature detection result.

In the embodiment of the present invention, an object whose distance from the electronic device executing the embodiment of the present invention is smaller than a preset distance may be determined as an object to be measured. The predicted distance may be set as required, which is not limited in this embodiment of the present invention. The number of the objects to be detected may be one or more.

In the embodiment of the invention, after the object to be detected is determined, on one hand, the face recognition can be carried out on the object to be detected, and the face characteristic information of the object to be detected is determined. The facial feature information may include various information, such as position information of five sense organs, facial contour information, and the like, which is not limited in this embodiment of the present invention. On the other hand, the body temperature of the object to be detected can be detected, for example, the body temperature can be detected by using a thermal imaging technology. The thermal imaging technology is characterized in that an infrared detector and an optical imaging objective lens are used for receiving an infrared radiation energy distribution pattern of an object to be detected and reflecting the infrared radiation energy distribution pattern on a photosensitive element of the infrared detector; and then an infrared thermal image is obtained, and then the body temperature detection result of the object to be detected can be determined according to the infrared thermal image. And then outputting prompt information according to the face characteristic information and the body temperature detection result. The prompt information may include various types, such as text information, voice broadcast, or a combination of text information and voice broadcast, which is not limited in this embodiment of the present invention. In the embodiment of the present invention, the execution sequence of step 102 and step 104 is not limited.

In summary, in the embodiments of the present invention, the face recognition of the object to be detected can be performed to determine the corresponding face feature information, and the body temperature detection of the object to be detected can be performed to determine the corresponding body temperature detection result; then outputting prompt information based on the face feature information and the body temperature detection result; and then, the information is output by combining the human face characteristics, the target to be detected is prompted in a targeted manner, the individuation of the output information is increased, and the user experience is improved. In addition, the prompt information contains the human face features, and compared with the information output in the prior art, the prompt effect is better, so that the detection efficiency of workers can be improved.

In the following, a voice broadcast is performed based on the face feature information and the body temperature detection result, so as to explain how to output prompt information based on the face feature information and the body temperature detection result.

In the embodiment of the present invention, the modes of performing voice broadcast based on the face feature information and the body temperature detection result include multiple modes, and various modes of performing voice broadcast based on the face feature information and the body temperature detection result are described below.

Referring to fig. 2, a flow chart of steps of an alternative embodiment of a data processing method of the present invention is shown.

In an embodiment of the present invention, a method for performing face recognition on an object to be detected and determining corresponding face feature information may refer to steps 202 to 204:

step 202, obtaining image data of the object to be detected, and performing living body detection according to the image data.

And 204, when the object to be detected is a living body, performing material filtering according to the image data to filter the face obstruction of the object to be detected in the image data.

And step 206, extracting the face feature information of the object to be detected from the image data after the material filtering.

In the embodiment of the invention, the image data of the object to be detected can be acquired, and then the face recognition is carried out on the object to be detected based on the image data of the object to be detected. The living body detection technology can be adopted firstly, living body detection is carried out based on the image data of the object to be detected, and whether the object to be detected in the image data is a living body or not is judged; to prevent the user from using the picture for face recognition. The image data detected by the living body can be image data collected by an infrared camera. And when the object to be detected is determined to be a living body, extracting the face characteristic information of the object to be detected based on the image data of the object to be detected.

In many public places, many users wear some ornaments (such as glasses), shields (such as masks) and the like, and the ornaments can shield the face and bring obstruction to face recognition. Because the materials of the shielding objects are different from the materials of the human face, in the embodiment of the invention, the material filtering can be carried out according to the image data when the object to be detected is a living body; and then, the shelters of the face of the object to be detected in the image data are filtered. Then extracting the face characteristic information of the object to be detected from the image data after the material filtering; and further, the face feature information of the user with the face having the obstruction can be accurately determined.

In another embodiment of the present invention, a 3D face detection technology may also be adopted to perform face detection based on the image data of the object to be detected, and determine whether a face exists in the image data. When it is determined that a human face is present in the image data, steps 204-206 may be performed. The image data detected by the 3D face detection technology can be image data collected by a 3D camera.

And 208, detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result.

In the embodiment of the present invention, a voice broadcast method based on the face feature information and the body temperature detection result may refer to steps 210 to 212:

and 210, performing identity recognition based on the face feature information to obtain identity information of the object to be detected.

And step 212, generating a text to be broadcasted according to the identity information and the body temperature detection result, and carrying out voice broadcast on the text to be broadcasted.

In practical application, there are many places where identity authentication is required; such as office buildings, frontiers, etc. Therefore, in the embodiment of the invention, identity recognition can be carried out based on the face feature information to obtain the identity information of the object to be detected; and then generating a text to be broadcasted according to the identity information and the body temperature detection result, and carrying out voice broadcast on the text to be broadcasted. Further broadcasting the body temperature of the object to be detected by combining the identity of the object to be detected; the body temperature of the user to be tested can be prompted to the staff, the identity of the object to be tested can be prompted to the staff, and the temperature detection efficiency and the identity authentication efficiency of the staff can be improved simultaneously. In addition, can carry out the pertinence to the object to be measured and report, improved the experience of object to be measured.

The face feature information of the object to be detected can be matched with the face feature information in the database, and target face feature information matched with the face feature information of the object to be detected is searched; and then determining the identity information corresponding to the target face feature information as the identity information of the object to be detected. Wherein, the database can be a database corresponding to the current application place; for example, the current application place is an office building a, and the database may be a database of face feature information of employees in the office building a.

In the embodiment of the invention, a plurality of voice broadcast templates can be preset, and then when a text to be broadcast is generated, the voice broadcast templates can be selected according to requirements; and completely supplementing the selected voice broadcast template based on the human face characteristic information and the body temperature detection information, and obtaining the text to be broadcast. For example, the voice play template may be in the form of "user name (nickname) + user body temperature"; for another example, the voice broadcast module may be in the form of "welcome + user name (nickname) + user body temperature", and for another example, the voice broadcast template may be in the form of "welcome + user name (nickname) + user body temperature state + reminder". Wherein, to including in the voice broadcast template of "user's body temperature state", can be that the body temperature state is unusual with the normal corresponding "reminder item" of body temperature state can be different. In addition, a corresponding voice broadcast template can be set when the identity information of the object to be detected cannot be acquired; for example, the form of "you fail to pass authentication + user body temperature", or the form of "you fail to pass authentication + user body temperature status + reminder event", or the like. Of course, other forms of voice broadcast modules may also be included, and the embodiment of the present invention is not limited in this respect.

When the body temperature detection result of the object to be detected meets the body temperature abnormal condition, the body temperature state of the object to be detected can be determined to be abnormal; and when the body temperature detection result of the object to be detected does not meet the body temperature abnormal condition, determining that the body temperature state of the object to be detected is normal. Wherein the abnormal body temperature condition may be: "the body temperature detection result is higher than a first preset body temperature threshold"; it can also be: "the body temperature detection result is higher than the second preset body temperature threshold and lower than the third preset body temperature threshold"; the method and the device can be specifically set according to requirements, and the embodiment of the invention is not limited in this respect. The first preset body temperature threshold, the second preset body temperature threshold and the third preset body temperature threshold can be set as required, and the embodiment of the invention is not limited to this; the second preset body temperature threshold is higher than the third preset body temperature threshold.

In an example of the present invention, a manner of generating a text to be broadcasted according to the identity information and the body temperature detection result may be: and directly adopting the identity information and the body temperature detection result to generate a text to be broadcasted. For example, it is determined that the identity information of the object to be detected is "zhang san" and the body temperature detection result is "36.5 degrees" according to the face feature information. The form of the selected voice broadcast template may be "welcome + user name + user body temperature"; for example: "you are just! (name), your current body temperature is (body temperature detection) "and a text to be broadcasted can be generated as" you good! Zhang three, your body temperature in front of goal is 36.5 degrees "; and then broadcasting the generated text to be broadcasted.

In an example of the present invention, a manner of generating a text to be broadcasted according to the identity information and the body temperature detection result may be: determining the body temperature state of the object to be detected according to whether the body temperature detection result meets the body temperature abnormal condition or not; and generating a text to be broadcasted by adopting the identity information, the body temperature detection result and the body temperature state. For example, the identity information of the object to be detected is determined to be "Liquan" according to the face feature information, and the body temperature detection result is "38 degrees". If the first preset body temperature threshold is "37 degrees", it may be determined that the body temperature state of the object to be measured is: and (6) abnormal. The form of the selected voice broadcast template can be 'welcome language + user name + user body temperature state + prompting item'; for example, "just you! (name), your current body temperature is (body temperature detection result), your body temperature (body temperature state) please contact the responsible person quickly, and the text to be broadcasted can be generated as "good you! And Li IV, the current body temperature is 38 degrees, and if the body temperature is abnormal, the user is asked to quickly contact a responsible person ", and the text to be broadcasted is broadcasted.

For another example, it is determined that the identity information of the object to be detected is "wangwu" according to the face feature information, and the body temperature detection result is "36 degrees". If the first preset body temperature threshold is "37 degrees", it may be determined that the body temperature state of the object to be measured is: and (4) normal. The form of the selected voice broadcast template can be 'welcome language + user name + user body temperature state + prompting item'; for example, "just you! (name), your current body temperature is (body temperature detection result), your body temperature (body temperature state) but does not relax the alert, and the generated text to be broadcasted can be "hello! Li IV, the body temperature in front of your target is 36 degrees, your body temperature is normal but not relaxed, and the text to be broadcasted is broadcasted.

Certainly, when the database does not have the face feature information matched with the face feature information of the object to be detected, the identity information of the object to be detected cannot be acquired, at this moment, the corresponding voice broadcast template can be selected from the preset voice broadcast templates, then the text to be broadcast is generated according to the body temperature detection result, and the text to be broadcast is subjected to voice broadcast. For example, the database of the office building does not have face feature information matched with the face feature information of the object to be detected, and the body temperature detection result of the object to be detected is 36.5 degrees; a text to be announced may be generated as "you cannot pass the authentication, and the body temperature in front of your target is 36.5 degrees".

In an optional embodiment of the present invention, when it is determined that the body temperature state of the user to be detected is abnormal, the start may be triggered to synchronize the information related to the detection to the related person. The information related to the detection may include various information, such as face characteristic information of the object to be detected, body temperature state information of the object to be detected, current position information of the object to be detected, and the like, which is not limited in this embodiment of the present invention. In the embodiment of the present invention, one way to trigger the start is to trigger actively. Another way of triggering the activation may be a passive trigger. For example, a voice query "whether to contact the relevant person"; and then, a voice instruction of the object to be tested can be received, and whether to trigger starting is determined based on the voice instruction to be tested. For another example, a selection window of "whether to contact related people" may pop up, or a window of the contact information corresponding to the related people may pop up; receiving the operation of the object to be detected acting on the screen, and then determining whether to trigger starting or not based on the operation of the object to be detected acting on the screen.

In summary, in the embodiments of the present invention, the face recognition of the object to be detected can be performed to determine the corresponding face feature information, and the body temperature detection of the object to be detected can be performed to determine the corresponding body temperature detection result; then, voice broadcasting is carried out based on the face feature information and the body temperature detection result; and then need not the staff and pay close attention to the display screen constantly and carry out the body temperature and detect, further improve staff's detection efficiency.

Secondly, in the embodiment of the invention, the image data of the object to be detected can be acquired, the living body detection is carried out according to the image data, and when the object to be detected is determined to be a living body, the material filtering is carried out according to the image data so as to filter the sheltering object of the face of the object to be detected in the image data; then extracting the face characteristic information of the object to be detected from the image data after the material filtering; and further, the face feature information of the user with the face having the obstruction can be accurately determined.

Thirdly, in the embodiment of the invention, in the process of voice broadcasting based on the face characteristic information and the body temperature detection result, identity recognition can be carried out based on the face characteristic information to obtain identity information of the object to be detected, then a text to be broadcasted is generated according to the identity information and the body temperature detection result, and the text to be broadcasted is subjected to voice broadcasting; further broadcasting the body temperature of the object to be detected by combining the identity of the object to be detected; therefore, the body temperature of the user to be tested can be prompted to the staff, the identity of the object to be tested can be prompted to the staff, and the temperature detection efficiency and the identity authentication efficiency of the staff can be improved simultaneously. In addition, can carry out the pertinence to the object to be measured and report, improved the experience of object to be measured.

Referring to fig. 3, a flowchart illustrating the steps of yet another alternative embodiment of a data processing method of the present invention is shown.

Step 302, acquiring image data of the object to be detected, and processing the image data by adopting a living body detection technology.

And 304, when the object to be detected is determined to be a living body, performing material filtering on a shielding object which shields the face of the object to be detected in the image data.

And step 306, performing face feature detection on the image data after material filtering, and determining face feature information of the object to be detected.

And 308, detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result.

Step 302 to step 308 are similar to step 202 to step 208, and are not described herein again.

In the embodiment of the present invention, a voice broadcast method based on the face feature information and the body temperature detection result may refer to steps 310 to 314:

and step 310, determining the gender and/or age of the object to be detected based on the face feature information.

And step 312, generating a text to be broadcasted according to the gender and/or age of the object to be detected and the body temperature detection result.

And step 314, carrying out voice broadcast on the text to be broadcast.

In an actual application scene, a plurality of occasions without identity authentication exist; such as malls, parks, etc. Therefore, the gender and/or age of the object to be detected can be analyzed based on the face feature information; and then generating a text to be broadcasted according to the gender and/or age of the object to be detected and the body temperature detection result. Then voice broadcasting is carried out on the text to be broadcasted; the body temperature of the object to be detected can be broadcasted in combination with the age and the sex of the object to be detected; on the one hand, the detection efficiency of workers can be improved, on the other hand, the targeted broadcasting can be carried out on the object to be detected, and the experience of the object to be detected can be improved.

In the embodiment of the invention, a plurality of age intervals can be divided in advance, and a corresponding nickname is set for each age interval. For example: age interval: the nicknames of 1-10 years old are as follows: "child friend"; age interval: the nicknames of 10-15 years are as follows: "big friends"; age interval: the nicknames are 16-40 years old, and the corresponding nicknames are: "young people"; age interval: "age 41-60", the corresponding nicknames are: "middle aged man"; age interval: the nickname corresponding to the age of 60 or more is: "old family". For another example, each age zone is set to have a corresponding nickname based on gender. For example, age interval: the nicknames of 1-10 years old are as follows: "boy"/"girl"; age interval: the nicknames of 10-15 years are as follows: "sister"/"little brother"; age interval: the nicknames are 16-40 years old, and the corresponding nicknames are: "Miss"/"little brother"; age interval: "age 41-60", the corresponding nicknames are: 'beautiful aunt'/'smart uncle'; age interval: the nickname corresponding to the age of 60 or more is: grandpa/grandpa. Of course, the present invention may also be divided into other age intervals and set other nicknames, which is not limited in this embodiment of the present invention.

In the embodiment of the present invention, a nickname may also be set according to gender, for example: the nickname corresponding to the male can be Mr. and the nickname corresponding to the female can be Ms; another example is: the nickname corresponding to the male can be 'god of man', and the nickname corresponding to the female can be 'god of woman'; etc., which are not limited in this respect by embodiments of the present invention.

One way to generate the text to be broadcasted according to the gender of the subject to be broadcasted and the body temperature detection result may be: determining the nickname of the object to be detected according to the gender of the object to be detected; and generating a text to be broadcasted according to the screened nickname and the body temperature detection result.

One way to generate the text to be broadcasted according to the age of the subject to be detected and the body temperature detection result may be: determining the nickname of the object to be detected according to the year of the object to be detected; and generating a text to be broadcasted according to the screened nickname and the body temperature detection result.

One way to generate the text to be broadcasted according to the gender and age of the subject to be detected and the body temperature detection result may be: determining the nickname of the object to be detected according to the age of the object to be detected; screening the nickname of the object to be detected by adopting the gender of the object to be detected; and generating a text to be broadcasted according to the screened nickname and the body temperature detection result.

In an example of the present invention, a manner of generating a text to be broadcasted according to the screened nickname and body temperature detection result may be: and directly generating a text to be broadcasted by adopting the screened nickname and body temperature detection result. For example: on the basis of the set nickname, if the age of the object to be detected is determined to be 25, the body temperature detection result is 36.8 degrees; the nickname of the object to be measured can be determined as "young person". The voice broadcast template that can be selected is a voice broadcast template of the type "user name (nickname) + user body temperature". For example, "(user nickname)," your current body temperature is (body temperature detection) ", the text" youth, your body temperature is 36.8 ° to be broadcasted "can be generated. For another example, if the gender of the object to be detected is determined to be female, the temperature detection result is "36.8 ℃; a nickname for the object to be tested can be determined as "woman". The voice broadcast template that can be selected is a voice broadcast template of the type "user name (nickname) + user body temperature". For example, "(user nickname)," your current body temperature is (body temperature detection) "and the text" lady, your body temperature is 36.8 "to be broadcasted can be generated. If the age of the object to be detected is 25, the sex is female, and the body temperature detection result is 36.8 degrees; the nickname of the object to be measured can be determined as "miss". The voice broadcast template that can be selected is a voice broadcast template of the type "user name (nickname) + user body temperature". For example, "(user nickname)," your current body temperature is (body temperature detection) ", the text" miss sister, "your body temperature is 36.8 ° can be generated to be broadcasted.

In an example of the present invention, a manner of generating a text to be broadcasted according to the screened nickname and body temperature detection result may be: determining the body temperature state of the object to be detected according to whether the body temperature detection result meets the body temperature abnormal condition or not; and generating a text to be broadcasted by adopting the screened nickname, the body temperature detection result and the body temperature state. For example, on the basis of the divided age intervals and the set nicknames, if it is determined that the age of the object to be measured is 30, the gender is male, and the body temperature detection result is 39 degrees; a nickname for the object to be tested can be determined as "little brother". The voice broadcast template that can be selected is a voice broadcast template of the type "user nickname + user body temperature status + prompting event". For example "(nickname of user), your current body temperature is (body temperature detection result), your body temperature (body temperature state) please quickly contact the administrator", the text "go brother, your body temperature is 39 degrees, your body temperature is abnormal, please quickly contact the administrator" to be broadcasted can be generated.

In summary, in the embodiment of the present invention, in the process of performing voice broadcast based on the face feature information and the body temperature detection result, the gender and the age of the object to be detected may be determined based on the face feature information, and then a text to be broadcast is generated according to the gender and/or the age of the object to be detected and the body temperature detection result, and the text to be broadcast is subjected to voice broadcast; the body temperature of the object to be detected can be broadcasted in combination with the age and the sex of the object to be detected; on the one hand, the detection efficiency of workers can be improved, on the other hand, the targeted broadcasting can be carried out on the object to be detected, and the experience of the object to be detected can be improved.

In an optional embodiment of the invention, when the body temperature state of the object to be detected is detected to be abnormal, the volume of voice broadcast can be increased, and the tone, tone and the like of the voice broadcast are changed, so that the working personnel can be better reminded. The utility model provides a it is right to wait to report the text and carry out voice broadcast, include: if the body temperature detection result meets the abnormal body temperature condition, carrying out voice broadcast on the text to be broadcast according to a target broadcast mode; if the body temperature detection result does not meet the body temperature abnormal condition, carrying out voice broadcast on the text to be broadcast according to a default broadcast mode; and the prompt intensity of the target broadcast mode is greater than that of the default broadcast mode. The target broadcast mode and the default broadcast mode can be preset broadcast modes, wherein each broadcast mode comprises voice broadcast related parameters: volume, timbre, pace, etc. and corresponding numerical values.

In an optional embodiment of the present invention, if the body temperature detection result satisfies the body temperature abnormal condition, the face feature information of the object to be detected is based on; and tracking the historical activity track and the corresponding activity time of the object to be detected. The historical image data collected by each monitoring device can be obtained, and target image data containing the object to be detected is searched from the historical image data based on the face feature information of the object to be detected. Determining the historical activity track and the corresponding activity time of the object to be detected according to the source information, the shooting time information, the picture content information and the like of the target picture data; then, the historical activity track and the corresponding activity time of the object to be detected can be disclosed so as to prompt other objects overlapped with the historical activity track and the corresponding activity time of the object to be detected, so that the other objects can take corresponding measures in time.

The historical image data acquired by each monitoring device may be image data acquired by each monitoring device within a preset time period before the current time, where the preset time period may be set as required, for example, 7 days, 14 days, and the like. The historical activity track may refer to an activity track of the object to be measured within a preset time before the current time, for example, from a location a to a location B, and then from an address B to a location D; as well as vehicles riding during the event, streets being driven by, etc.

In addition, after the target image data is found, face feature information of other objects which are in close contact with the object to be detected in the target image can be determined by carrying out face detection on the target image data; and comparing the face characteristic information of other objects in close contact with the object to be detected with the database to determine the identity information of the other objects in close contact with the object to be detected. Then, other objects in close contact with the object to be detected can be informed according to the identity information of other objects in close contact with the object to be detected, so that the other objects can take corresponding measures in time.

It should be noted that, for simplicity of description, the method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present invention is not limited by the illustrated order of acts, as some steps may occur in other orders or concurrently in accordance with the embodiments of the present invention. Further, those skilled in the art will appreciate that the embodiments described in the specification are presently preferred and that no particular act is required to implement the invention.

Referring to fig. 4, a block diagram of a data processing apparatus according to an embodiment of the present invention is shown, which may specifically include the following modules:

the recognition module 402 is configured to perform face recognition on an object to be detected, and determine corresponding face feature information;

a detection module 404, configured to perform body temperature detection on the object to be detected, and determine a corresponding body temperature detection result;

and an information output module 406, configured to output prompt information based on the face feature information and the body temperature detection result.

Referring to fig. 5, a block diagram of an alternative embodiment of a data processing apparatus of the present invention is shown.

In an optional embodiment of the present invention, the identifying module 402 is configured to acquire image data of the object to be detected, and perform living body detection according to the image data; when the object to be detected is determined to be a living body, performing material filtering according to the image data to filter a shelter of the face of the object to be detected in the image data; and extracting the face characteristic information of the object to be detected from the image data after the material filtering.

In an optional embodiment of the present invention, the information output module 406 includes:

an identity recognition sub-module 4062, configured to perform identity recognition based on the face feature information to obtain identity information of the object to be detected;

the first text generation submodule 4064 is used for generating a text to be broadcasted according to the identity information and the body temperature detection result;

voice broadcast submodule 4066 is used for carrying out voice broadcast on the text to be broadcast.

the information determining submodule 4068 is used for determining the gender and/or the age of the object to be detected based on the face feature information;

the second text generation submodule 40610 is configured to generate a text to be broadcasted according to the gender and/or age of the object to be detected and the body temperature detection result;

In an optional embodiment of the present invention, the apparatus further comprises:

a tracking module 408, configured to track a historical activity track and a corresponding activity time of the object to be detected based on the facial feature information of the object to be detected if the body temperature detection result meets a body temperature abnormal condition.

In an optional embodiment of the present invention, the voice broadcast sub-module 4066 is configured to perform voice broadcast on the text to be broadcast according to a target broadcast manner if the body temperature detection result meets the abnormal body temperature condition; if the body temperature detection result does not meet the body temperature abnormal condition, carrying out voice broadcast on the text to be broadcast according to a default broadcast mode; and the prompt intensity of the target broadcast mode is greater than that of the default broadcast mode.

In summary, in the embodiments of the present invention, the face recognition of the object to be detected can be performed to determine the corresponding face feature information, and the body temperature detection of the object to be detected can be performed to determine the corresponding body temperature detection result; then, voice broadcasting is carried out based on the face feature information and the body temperature detection result; and then, the information is output by combining the human face characteristics, the target to be detected is prompted in a targeted manner, the individuation of the output information is increased, and the user experience is improved. In addition, the prompt information contains the human face features, and compared with the information output in the prior art, the prompt effect is better, so that the detection efficiency of workers can be improved.

For the device embodiment, since it is basically similar to the method embodiment, the description is simple, and for the relevant points, refer to the partial description of the method embodiment.

Fig. 6 is a block diagram illustrating a structure of an electronic device 600 for data processing according to an example embodiment. For example, the electronic device 600 may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, an exercise device, a personal digital assistant, and the like.

Referring to fig. 6, electronic device 600 may include one or more of the following components: a processing component 602, a memory 604, a power component 606, a multimedia component 608, an audio component 610, an interface to input/output (I/O) 612, a sensor component 614, and a communication component 616.

The processing component 602 generally controls overall operation of the electronic device 600, such as operations associated with display, telephone calls, data communications, camera operations, and recording operations. The processing elements 602 may include one or more processors 620 to execute instructions to perform all or a portion of the steps of the methods described above. Further, the processing component 602 can include one or more modules that facilitate interaction between the processing component 602 and other components. For example, the processing component 602 can include a multimedia module to facilitate interaction between the multimedia component 608 and the processing component 602.

The memory 604 is configured to store various types of data to support operation at the device 600. Examples of such data include instructions for any application or method operating on the electronic device 600, contact data, phonebook data, messages, pictures, videos, and so forth. The memory 604 may be implemented by any type or combination of volatile or non-volatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks.

Power component 606 provides power to the various components of electronic device 600. Power components 606 may include a power management system, one or more power sources, and other components associated with generating, managing, and distributing power for electronic device 600.

The multimedia component 608 includes a screen that provides an output interface between the electronic device 600 and a user. In some embodiments, the screen may include a Liquid Crystal Display (LCD) and a Touch Panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive an input signal from a user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundary of a touch or slide action, but also detect the duration and pressure associated with the touch or slide operation. In some embodiments, the multimedia component 608 includes a front facing camera and/or a rear facing camera. The front camera and/or the rear camera may receive external multimedia data when the electronic device 600 is in an operation mode, such as a shooting mode or a video mode. Each front camera and rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.

The audio component 610 is configured to output and/or input audio signals. For example, the audio component 610 includes a Microphone (MIC) configured to receive external audio signals when the electronic device 600 is in an operational mode, such as a call mode, a recording mode, and a voice recognition mode. The received audio signal may further be stored in the memory 604 or transmitted via the communication component 616. In some embodiments, audio component 610 further includes a speaker for outputting audio signals.

The I/O interface 612 provides an interface between the processing component 602 and peripheral interface modules, which may be keyboards, click wheels, buttons, etc. These buttons may include, but are not limited to: a home button, a volume button, a start button, and a lock button.

The sensor component 614 includes one or more sensors for providing status assessment of various aspects of the electronic device 600. For example, the sensor component 614 may detect an open/closed state of the device 600, the relative positioning of components, such as a display and keypad of the electronic device 600, the sensor component 614 may also detect a change in the position of the electronic device 600 or a component of the electronic device 600, the presence or absence of user contact with the electronic device 600, orientation or acceleration/deceleration of the electronic device 600, and a change in the temperature of the electronic device 600. The sensor assembly 614 may include a proximity sensor configured to detect the presence of a nearby object without any physical contact. The sensor assembly 614 may also include a light sensor, such as a CMOS or CCD image sensor, for use in imaging applications. In some embodiments, the sensor assembly 614 may also include an acceleration sensor, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.

The communication component 616 is configured to facilitate communications between the electronic device 600 and other devices in a wired or wireless manner. The electronic device 600 may access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In an exemplary embodiment, the communication component 614 receives a broadcast signal or broadcast related information from an external broadcast management system via a broadcast channel. In an exemplary embodiment, the communications component 614 further includes a Near Field Communication (NFC) module to facilitate short-range communications. For example, the NFC module may be implemented based on Radio Frequency Identification (RFID) technology, infrared data association (IrDA) technology, Ultra Wideband (UWB) technology, Bluetooth (BT) technology, and other technologies.

In an exemplary embodiment, the electronic device 600 may be implemented by one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), controllers, micro-controllers, microprocessors or other electronic components for performing the above-described methods.

In an exemplary embodiment, a non-transitory computer readable storage medium comprising instructions, such as the memory 604 comprising instructions, executable by the processor 620 of the electronic device 600 to perform the above-described method is also provided. For example, the non-transitory computer readable storage medium may be a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.

A non-transitory computer readable storage medium in which instructions, when executed by a processor of an electronic device, enable the electronic device to perform a data processing method, the method comprising: carrying out face recognition on an object to be detected, and determining corresponding face characteristic information; detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result; and outputting prompt information based on the face feature information and the body temperature detection result.

Fig. 7 is a schematic structural diagram of an electronic device 700 for data processing according to another exemplary embodiment of the present invention. The electronic device 700 may be a server, which may vary significantly depending on configuration or performance, and may include one or more Central Processing Units (CPUs) 722 (e.g., one or more processors) and memory 732, one or more storage media 730 (e.g., one or more mass storage devices) storing applications 742 or data 744. Memory 732 and storage medium 730 may be, among other things, transient storage or persistent storage. The program stored in the storage medium 730 may include one or more modules (not shown), each of which may include a series of instruction operations for the server. Further, the central processor 722 may be configured to communicate with the storage medium 730, and execute a series of instruction operations in the storage medium 730 on the server.

The server may also include one or more power supplies 726, one or more wired or wireless network interfaces 750, one or more input-output interfaces 758, one or more keyboards 756, and/or one or more operating systems 741, such as Windows Server, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM, etc.

An electronic device comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by one or more processors the one or more programs including instructions for: carrying out face recognition on an object to be detected, and determining corresponding face characteristic information; detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result; and outputting prompt information based on the face feature information and the body temperature detection result.

The embodiments in the present specification are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other.

Embodiments of the present invention are described with reference to flowchart illustrations and/or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing terminal to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing terminal to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be loaded onto a computer or other programmable data processing terminal to cause a series of operational steps to be performed on the computer or other programmable terminal to produce a computer implemented process such that the instructions which execute on the computer or other programmable terminal provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

While preferred embodiments of the present invention have been described, additional variations and modifications of these embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the embodiments of the invention.

Finally, it should also be noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or terminal that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or terminal. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or terminal that comprises the element.

The data processing method, the data processing apparatus and the electronic device provided by the present invention are described in detail above, and specific examples are applied herein to illustrate the principles and embodiments of the present invention, and the descriptions of the above embodiments are only used to help understand the method and the core ideas of the present invention; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present invention.

Claims

1. A data processing method, comprising:

carrying out face recognition on an object to be detected, and determining corresponding face characteristic information;

detecting the body temperature of the object to be detected, and determining a corresponding body temperature detection result;

and outputting prompt information based on the face feature information and the body temperature detection result.

2. The method according to claim 1, wherein the performing face recognition on the object to be detected and determining corresponding face feature information comprises:

acquiring image data of the object to be detected, and performing living body detection according to the image data;

when the object to be detected is determined to be a living body, performing material filtering according to the image data to filter a shelter of the face of the object to be detected in the image data;

and extracting the face characteristic information of the object to be detected from the image data after the material filtering.

3. The method according to claim 1, wherein outputting prompt information based on the face feature information and the body temperature detection result comprises:

performing identity recognition based on the face feature information to obtain identity information of the object to be detected;

and generating a text to be broadcasted according to the identity information and the body temperature detection result, and carrying out voice broadcast on the text to be broadcasted.

4. The method according to claim 1, wherein outputting prompt information based on the face feature information and the body temperature detection result comprises:

determining the gender and/or age of the object to be detected based on the face feature information;

generating a text to be broadcasted according to the gender and/or age of the object to be broadcasted and the body temperature detection result;

and carrying out voice broadcast on the text to be broadcast.

5. The method of claim 1, further comprising:

and if the body temperature detection result meets the body temperature abnormal condition, tracking the historical activity track and the corresponding activity time of the object to be detected based on the face characteristic information of the object to be detected.

6. The method according to claim 3 or 4, wherein the voice broadcasting the text to be broadcasted comprises:

if the body temperature detection result meets the abnormal body temperature condition, carrying out voice broadcast on the text to be broadcast according to a target broadcast mode;

if the body temperature detection result does not meet the body temperature abnormal condition, carrying out voice broadcast on the text to be broadcast according to a default broadcast mode;

and the prompt intensity of the target broadcast mode is greater than that of the default broadcast mode.

7. A data processing apparatus, comprising:

the identification module is used for carrying out face identification on the object to be detected and determining corresponding face characteristic information;

the detection module is used for detecting the body temperature of the object to be detected and determining a corresponding body temperature detection result;

and the information output module is used for outputting prompt information based on the face feature information and the body temperature detection result.

8. The apparatus of claim 7,

the identification module is used for acquiring the image data of the object to be detected and carrying out living body detection according to the image data; when the object to be detected is determined to be a living body, performing material filtering according to the image data to filter a shelter of the face of the object to be detected in the image data; and extracting the face characteristic information of the object to be detected from the image data after the material filtering.

9. An electronic device comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by one or more processors the one or more programs including instructions for:

10. A readable storage medium, characterized in that instructions in the storage medium, when executed by a processor of an electronic device, enable the electronic device to perform the data processing method according to any of method claims 1-6.