CN105631394A - Iris information acquisition method, iris information acquisition device and terminal - Google Patents
Iris information acquisition method, iris information acquisition device and terminal Download PDFInfo
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- CN105631394A CN105631394A CN201510288979.1A CN201510288979A CN105631394A CN 105631394 A CN105631394 A CN 105631394A CN 201510288979 A CN201510288979 A CN 201510288979A CN 105631394 A CN105631394 A CN 105631394A
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- iris
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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
- G06V40/18—Eye characteristics, e.g. of the iris
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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
- G06V40/18—Eye characteristics, e.g. of the iris
- G06V40/19—Sensors therefor
Abstract
The invention provides an iris information acquisition method, an iris information acquisition device and a terminal. The iris information acquisition method is applied to the terminal and includes the following steps that: the face image of a recognition object of the terminal is obtained according to a received image acquisition instruction; the type of the recognition object is determined according to the face image of the recognition object; and the iris template data of the recognition object are acquired trough an iris acquisition algorithm corresponding to the type of the recognition object. With the iris information acquisition method, the iris information acquisition device and the terminal provided by the technical schemes of the invention adopted, with hardware cost not increased, a special algorithm for processing the irises of animals is additionally adopted, so that acquisition of the iris information of the animals can be realized, and therefore, the identities of the animals can be recognized.
Description
Technical field
The present invention relates to field of terminal technology, in particular to a kind of iris information acquisition method, a kind of iris information harvester and a kind of terminal.
Background technology
At present, in numerous biological identification technologies, iris recognition technology is all higher than the identification technology such as common fingerprint, palmmprint, vocal print, face, gait, vein with its reliability, safety, stability and precision, is widely used to carry out identity identification in military affairs, safety, finance, commercial affairs and personal lifestyle field. And, along with the development of technology, increasing manufacturer is proposed the mobile terminal of iris recognition technology, the aspect such as safety management being mainly used in terminal.
But in the related, the identification object of the iris technology on mobile terminal is only limitted to people. For animal, the fingerprint disunity of different animals, be also inconvenient to take and identify, and the vocal print of animal and shape of face identification are also inapplicable, so, animal cannot share module with people and be identified, and along with the development of house pet industry, the authentication of animal is become following development trend.
It is thus desirable to a kind of new technical scheme, it is possible to take into account the iris information collection to human body and animal, to realize the multiformity that iris information gathers, user friendly life.
Summary of the invention
The present invention is based on the problems referred to above, it is proposed that a kind of new technical scheme, it is possible to take into account the iris information collection to human body and animal, to realize the multiformity that iris information gathers, user friendly life.
In view of this, a first aspect of the present invention proposes a kind of iris information acquisition method, for terminal, including: according to the Image Acquisition order received, obtain the face-image identifying object of described terminal; Described face-image according to described identification object, it is determined that the type of described identification object; The iris templates data of described identification object are gathered by the iris capturing algorithm corresponding with the type of described identification object.
In this technical scheme, owing to although the iris of difference identification object is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of iris identification hardware, by obtaining the face-image identifying object of terminal, to determine the type identifying object, and according to the different types identifying object, adopt the iris templates data of corresponding iris capturing algorithm collection identification object, thus realizing the information gathering to difference identification object, can not increase on the basis of hardware cost, by adding the particular algorithm that animal iris is processed, achieve the iris information collection to animal, and then realize the identification to animal identification.
In technique scheme, it is preferable that the type of described identification object is human body type or type of animal.
In this technical scheme, owing to although the iris of animal iris Yu people is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of people and animal iris identification hardware, by adopting different iris capturing algorithms, to realize the iris information collection to human body type or type of animal.
In technique scheme, it is preferable that also include: before the described iris templates data being gathered described identification object by the iris capturing algorithm corresponding with the type of described identification object, gather the iris image of described identification object.
In this technical scheme, after determining the type identifying object, by gathering the iris image identifying object, think that subsequent process scheme provides indispensable foundation.
In technique scheme, preferably, the described iris templates data being gathered described identification object by the iris capturing algorithm corresponding with the type of described identification object, specifically include: by the described iris capturing algorithm corresponding with the type of described identification object, the described iris image of described identification object is processed, to obtain the described iris templates data of described identification object; Wherein, described iris capturing algorithm is the body iris gathering algorithm corresponding with described human body type or the animal iris capturing algorithm corresponding with described type of animal.
In this technical scheme, if it is determined that the type of identification object is human body type, by adopting the body iris gathering algorithm corresponding with human body type, the iris image of human body type is processed, to obtain the iris templates data of human body type, it is achieved thereby that the information gathering to human body; If it is determined that the type of identification object is type of animal, by adopting the animal iris capturing algorithm corresponding with type of animal, the iris image of type of animal is processed, to obtain the iris templates data of type of animal, it is achieved thereby that the information gathering to animal.
In technique scheme, preferably, also include: the described iris templates data of the described identification object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the described iris templates data in described default iris templates data base; Wherein, described default iris templates data base is arranged in described terminal or the server being connected with described terminal.
In this technical scheme, user can arrange the position at default iris templates data base place according to demand, in the present invention, preferably, default iris templates data base is arranged in described terminal, or is uploaded in the server being connected with described terminal, such as, it is uploaded to high in the clouds. Pass through technical scheme, the iris templates data identifying object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the iris templates data in default iris templates data base, thus according to comparison result, it is achieved the identification to human body or animal.
A second aspect of the present invention proposes a kind of iris information harvester, for terminal, including: face-image acquiring unit, according to the Image Acquisition order received, obtain the face-image identifying object of described terminal; Object type determines unit, the described face-image according to described identification object, it is determined that the type of described identification object; Iris data collecting unit, gathers the iris templates data of described identification object by the iris capturing algorithm corresponding with the type of described identification object.
In this technical scheme, owing to although the iris of difference identification object is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of iris identification hardware, by obtaining the face-image identifying object of terminal, to determine the type identifying object, and according to the different types identifying object, adopt the iris templates data of corresponding iris capturing algorithm collection identification object, thus realizing the information gathering to difference identification object, can not increase on the basis of hardware cost, by adding the particular algorithm that animal iris is processed, achieve the iris information collection to animal, and then realize the identification to animal identification.
In technique scheme, it is preferable that the type of described identification object is human body type or type of animal.
In this technical scheme, owing to although the iris of animal iris Yu people is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of people and animal iris identification hardware, by adopting different iris capturing algorithms, to realize the iris information collection to human body type or type of animal.
In technique scheme, preferably, also include: iris image acquiring unit, before the described iris templates data being gathered described identification object by the iris capturing algorithm corresponding with the type of described identification object, gather the iris image of described identification object.
In this technical scheme, after determining the type identifying object, by gathering the iris image identifying object, think that subsequent process scheme provides indispensable foundation.
In technique scheme, preferably, described iris data collecting unit specifically for: by the described iris capturing algorithm corresponding with the type of described identification object, the described iris image of described identification object is processed, to obtain the described iris templates data of described identification object, wherein, described iris capturing algorithm is the body iris gathering algorithm corresponding with described human body type or the animal iris capturing algorithm corresponding with described type of animal.
In this technical scheme, if it is determined that the type of identification object is human body type, by adopting the body iris gathering algorithm corresponding with human body type, the iris image of human body type is processed, to obtain the iris templates data of human body type, it is achieved thereby that the information gathering to human body; If it is determined that the type of identification object is type of animal, by adopting the animal iris capturing algorithm corresponding with type of animal, the iris image of type of animal is processed, to obtain the iris templates data of type of animal, it is achieved thereby that the information gathering to animal.
In technique scheme, preferably, also include: template data memory element, the described iris templates data of the described identification object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the described iris templates data in described default iris templates data base, wherein, described default iris templates data base is arranged in described terminal or the server being connected with described terminal.
In this technical scheme, user can arrange the position at default iris templates data base place according to demand, in the present invention, preferably, default iris templates data base is arranged in described terminal, or is uploaded in the server being connected with described terminal, such as, it is uploaded to high in the clouds. Pass through technical scheme, the iris templates data identifying object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the iris templates data in default iris templates data base, thus according to comparison result, it is achieved the identification to human body or animal.
A third aspect of the present invention proposes a kind of terminal, including the iris information harvester according to any one of such as technique scheme, therefore, this terminal has the technique effect identical with the iris information harvester according to any one of technique scheme, does not repeat them here.
By above technical scheme, can according to the different types identifying object, adopt the iris templates data of corresponding iris capturing algorithm collection identification object, thus realizing the information gathering to difference identification object, can not increase on the basis of hardware cost, by adding the particular algorithm that animal iris is processed, it is achieved that the iris information collection to animal, and then realize the identification to animal identification.
Accompanying drawing explanation
Fig. 1 illustrates the schematic flow sheet of iris information acquisition method according to an embodiment of the invention;
Fig. 2 illustrates the schematic block diagram of iris information harvester according to an embodiment of the invention;
Fig. 3 illustrates the structural representation of terminal iris authentication system according to an embodiment of the invention;
Fig. 4 illustrates that the terminal iris authentication system in Fig. 3 gathers the particular flow sheet of iris templates data;
Fig. 5 illustrates that the terminal iris authentication system in Fig. 3 carries out the particular flow sheet of iris identification;
Fig. 6 illustrates the schematic block diagram of terminal according to an embodiment of the invention.
Detailed description of the invention
In order to be more clearly understood that the above-mentioned purpose of the present invention, feature and advantage, below in conjunction with the drawings and specific embodiments, the present invention is further described in detail. It should be noted that when not conflicting, embodiments herein and the feature in embodiment can be mutually combined.
Elaborate a lot of detail in the following description so that fully understanding the present invention; but; the present invention can also adopt other to be different from other modes described here to implement, and therefore, protection scope of the present invention is by the restriction of following public specific embodiment.
Fig. 1 illustrates the schematic flow sheet of iris information acquisition method according to an embodiment of the invention.
As it is shown in figure 1, iris information acquisition method according to an embodiment of the invention, for terminal, including: step 102, according to the Image Acquisition order received, obtain the face-image identifying object of terminal; Step 104, according to the face-image identifying object, it is determined that identify the type of object; Step 106, by the iris templates data of the iris capturing algorithm collection identification object corresponding with the type identifying object.
In this technical scheme, owing to although the iris of difference identification object is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of iris identification hardware, by obtaining the face-image identifying object of terminal, to determine the type identifying object, and according to the different types identifying object, adopt the iris templates data of corresponding iris capturing algorithm collection identification object, thus realizing the information gathering to difference identification object, can not increase on the basis of hardware cost, by adding the particular algorithm that animal iris is processed, achieve the iris information collection to animal, and then realize the identification to animal identification.
In technique scheme, it is preferable that the type of identification object is human body type or type of animal.
In this technical scheme, owing to although the iris of animal iris Yu people is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of people and animal iris identification hardware, by adopting different iris capturing algorithms, to realize the iris information collection to human body type or type of animal.
In technique scheme, it is preferable that also include: before step 106, gather the iris image identifying object.
In this technical scheme, after determining the type identifying object, by gathering the iris image identifying object, think that subsequent process scheme provides indispensable foundation.
In technique scheme, it is preferable that step 106 specifically includes: by the iris capturing algorithm corresponding with the type identifying object, the iris image identifying object is processed, to obtain the iris templates data identifying object; Wherein, iris capturing algorithm is the body iris gathering algorithm corresponding with human body type or the animal iris capturing algorithm corresponding with type of animal.
In this technical scheme, if it is determined that the type of identification object is human body type, by adopting the body iris gathering algorithm corresponding with human body type, the iris image of human body type is processed, to obtain the iris templates data of human body type, it is achieved thereby that the information gathering to human body; If it is determined that the type of identification object is type of animal, by adopting the animal iris capturing algorithm corresponding with type of animal, the iris image of type of animal is processed, to obtain the iris templates data of type of animal, it is achieved thereby that the information gathering to animal.
In technique scheme, preferably, also include: the iris templates data identifying object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the iris templates data in default iris templates data base; Wherein, preset iris templates data base and be arranged in terminal or the server being connected with terminal.
In this technical scheme, user can arrange the position at default iris templates data base place according to demand, in the present invention, it is preferable that default iris templates data base is arranged in the terminal, or is uploaded in the server being connected with terminal, such as, is uploaded to high in the clouds. Pass through technical scheme, the iris templates data identifying object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the iris templates data in default iris templates data base, thus according to comparison result, it is achieved the identification to human body or animal.
Fig. 2 illustrates the schematic block diagram of iris information harvester according to an embodiment of the invention.
As in figure 2 it is shown, iris information harvester 200 according to an embodiment of the invention, for terminal, including: face-image acquiring unit 202, according to the Image Acquisition order received, obtain the face-image identifying object of terminal; Object type determines unit 204, according to the face-image identifying object, it is determined that identify the type of object; Iris data collecting unit 206, by the iris templates data of the iris capturing algorithm collection identification object corresponding with the type identifying object.
In this technical scheme, owing to although the iris of difference identification object is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of iris identification hardware, by obtaining the face-image identifying object of terminal, to determine the type identifying object, and according to the different types identifying object, adopt the iris templates data of corresponding iris capturing algorithm collection identification object, thus realizing the information gathering to difference identification object, can not increase on the basis of hardware cost, by adding the particular algorithm that animal iris is processed, achieve the iris information collection to animal, and then realize the identification to animal identification.
In technique scheme, it is preferable that the type of identification object is human body type or type of animal.
In this technical scheme, owing to although the iris of animal iris Yu people is had any different, but but there is the similarity of height, it it is acquisition mode or identifying processing all has good convenience, terminal can share a set of people and animal iris identification hardware, by adopting different iris capturing algorithms, to realize the iris information collection to human body type or type of animal.
In technique scheme, it is preferable that also include: iris image acquiring unit 208, before the iris templates data by the iris capturing algorithm collection identification object corresponding with the type identifying object, gather the iris image identifying object.
In this technical scheme, after determining the type identifying object, by gathering the iris image identifying object, think that subsequent process scheme provides indispensable foundation.
In technique scheme, preferably, iris data collecting unit 206 specifically for: by with iris capturing algorithm corresponding to type identifying object, the iris image identifying object is processed, to obtain the iris templates data identifying object, wherein, iris capturing algorithm is the body iris gathering algorithm corresponding with human body type or the animal iris capturing algorithm corresponding with type of animal.
In this technical scheme, if it is determined that the type of identification object is human body type, by adopting the body iris gathering algorithm corresponding with human body type, the iris image of human body type is processed, to obtain the iris templates data of human body type, it is achieved thereby that the information gathering to human body; If it is determined that the type of identification object is type of animal, by adopting the animal iris capturing algorithm corresponding with type of animal, the iris image of type of animal is processed, to obtain the iris templates data of type of animal, it is achieved thereby that the information gathering to animal.
In technique scheme, preferably, also include: template data memory element 210, the iris templates data identifying object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the iris templates data in default iris templates data base, wherein, preset iris templates data base and be arranged in terminal or the server being connected with terminal.
In this technical scheme, user can arrange the position at default iris templates data base place according to demand, in the present invention, it is preferable that default iris templates data base is arranged in the terminal, or is uploaded in the server being connected with terminal, such as, is uploaded to high in the clouds. Pass through technical scheme, the iris templates data identifying object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the iris templates data in default iris templates data base, thus according to comparison result, it is achieved the identification to human body or animal.
Fig. 3 illustrates the structural representation of terminal iris authentication system according to an embodiment of the invention.
For animal, the fingerprint disunity of different animals, be also inconvenient to take and identify, and the vocal print of animal and shape of face identification are also inapplicable, so, animal cannot share module with people and be identified, and along with the development of house pet industry, the authentication of animal is become following development trend. Although the iris of animal iris and people is had any different, but there is the similarity of height, be acquisition mode or identifying processing all has good convenience. Therefore, the iris identification hardware that mobile terminal can be shared with animal by a set of people, house pet is realized house pet authentication.
As it is shown on figure 3, terminal iris authentication system according to an embodiment of the invention mainly comprises four modules, it is object type identification module 302, iris capturing module 304, iris recognition module 306 and animal iris data management module 308 respectively.
Wherein, when object type identification module 302 is mainly used in triggering iris templates typing or iris identifying function " user ", terminal obtains the face image identifying object first with photographing unit module, by being clearly distinguished from of the face image of animals and human beings, it determines " user " is people or animal.
The recognition result that iris capturing module 303, iris recognition module 306 then provide based on object type identification module 302, enable different algorithm types to complete to gather and identify work, iris capturing module 304 is used for gathering iris templates data, gathers the detailed process of iris templates data as shown in Figure 4:
Step 402, determines algorithms library according to object type. Namely according to the different types identifying object, the iris templates data of corresponding iris capturing algorithm collection identification object are adopted.
Step 404, when object is animal, gathers the iris image of animal.
Step 406, processes the iris image collected, and forms iris templates data.
Step 408, preserves iris templates data.
When user triggers iris recognition module 306, the object type identification module 302 of mobile terminal is judged, after liking animal, taking the algorithm of correspondence to process, carry out the detailed process of iris identification as shown in Figure 5:
Step 502, it is determined that adopt animal Algorithm of Iris Recognition.
Step 504, gathers the iris image of animal target.
Step 506, carries out pretreatment and calibration to the iris image of animal target.
Step 508, extracts the iris image iris feature value of animal target.
Step 510, mates with the iris templates data in iris templates data base.
Step 512, feeds back matching result.
Owing to the iris templates data of animal are not related to the information such as finance, safety, so user can select the iris templates data of animal are saved in this locality, it is also possible to upload to high in the clouds.
For example, it is possible to the iris templates data of animal to be uploaded to the generally regarded as safe cloud system of third party, and the additional information such as the owner binding animal. When we have found that the house pet gone astray from the group, or run into can not identification identity animal time, it is possible to use the iris-recognition technology on mobile terminal, animal is carried out iris capturing and identification, and upload the data to high in the clouds, search whether the information of coupling beyond the clouds. If information is uploaded to high in the clouds by its owner, then we can be easily found contact method or the address of animal owner, is guided by animal and goes home. And if when can not find the information of coupling, we its additional information such as iris data and current position can also upload to high in the clouds, when owner needs to find house pet by high in the clouds, can by local iris templates and high in the clouds information matches, find the additional data that we provide, facilitate owner oneself to find house pet.
The iris templates data of animal are also used as medical treatment identity data, facilitate pet clinic that the records such as animal identification, age, medical history are carried out unified management.
Fig. 6 illustrates the schematic block diagram of terminal according to an embodiment of the invention.
As shown in Figure 6, terminal 600 according to an embodiment of the invention, including the iris information harvester 200 according to any one of such as technique scheme, therefore, this terminal 600 has the technique effect identical with the iris information harvester 200 according to any one of technique scheme, does not repeat them here.
Technical scheme is described in detail above in association with accompanying drawing, due in the related, the object of iris identification is only limitted to human body, the identification to animal cannot be realized, pass through technical scheme, can according to the different types identifying object, adopt the iris templates data of corresponding iris capturing algorithm collection identification object, thus realizing the information gathering to difference identification object, can not increase on the basis of hardware cost, by adding the particular algorithm that animal iris is processed, achieve the iris information collection to animal, and then realize the identification to animal identification.
The foregoing is only the preferred embodiments of the present invention, be not limited to the present invention, for a person skilled in the art, the present invention can have various modifications and variations. All within the spirit and principles in the present invention, any amendment of making, equivalent replacement, improvement etc., should be included within protection scope of the present invention.
Claims (11)
1. an iris information acquisition method, for terminal, it is characterised in that including:
According to the Image Acquisition order received, obtain the face-image identifying object of described terminal;
Described face-image according to described identification object, it is determined that the type of described identification object;
The iris templates data of described identification object are gathered by the iris capturing algorithm corresponding with the type of described identification object.
2. iris information acquisition method according to claim 1, it is characterised in that the type of described identification object is human body type or type of animal.
3. iris information acquisition method according to claim 2, it is characterised in that also include:
Before the described iris templates data being gathered described identification object by the iris capturing algorithm corresponding with the type of described identification object, gather the iris image of described identification object.
4. iris information acquisition method according to claim 3, it is characterised in that the described iris templates data being gathered described identification object by the iris capturing algorithm corresponding with the type of described identification object, is specifically included:
By the described iris capturing algorithm corresponding with the type of described identification object, the described iris image of described identification object is processed, to obtain the described iris templates data of described identification object;
Wherein, described iris capturing algorithm is the body iris gathering algorithm corresponding with described human body type or the animal iris capturing algorithm corresponding with described type of animal.
5. iris information acquisition method according to any one of claim 1 to 4, it is characterised in that also include:
The described iris templates data of the described identification object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected are compared with the described iris templates data in described default iris templates data base;
Wherein, described default iris templates data base is arranged in described terminal or the server being connected with described terminal.
6. an iris information harvester, for terminal, it is characterised in that including:
Face-image acquiring unit, according to the Image Acquisition order received, obtains the face-image identifying object of described terminal;
Object type determines unit, the described face-image according to described identification object, it is determined that the type of described identification object;
Iris data collecting unit, gathers the iris templates data of described identification object by the iris capturing algorithm corresponding with the type of described identification object.
7. iris information harvester according to claim 6, it is characterised in that the type of described identification object is human body type or type of animal.
8. iris information harvester according to claim 7, it is characterised in that also include:
Iris image acquiring unit, before the described iris templates data being gathered described identification object by the iris capturing algorithm corresponding with the type of described identification object, gathers the iris image of described identification object.
9. iris information harvester according to claim 8, it is characterised in that described iris data collecting unit specifically for:
By the described iris capturing algorithm corresponding with the type of described identification object, the described iris image of described identification object is processed, to obtain the described iris templates data of described identification object, wherein, described iris capturing algorithm is the body iris gathering algorithm corresponding with described human body type or the animal iris capturing algorithm corresponding with described type of animal.
10. the iris information harvester according to any one of claim 6 to 9, it is characterised in that also include:
Template data memory element, the described iris templates data of the described identification object got are stored in default iris templates data base, for when carrying out iris identification detection, the iris data collected is compared with the described iris templates data in described default iris templates data base, wherein, described default iris templates data base is arranged in described terminal or the server being connected with described terminal.
11. a terminal, it is characterised in that include the iris information harvester as according to any one of claim 6 to 10.
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| 钱建平等: "生物特征识别及其在大型家畜个体识别中的应用研究进展", 《计算机应用研究》 * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107229947A (en) * | 2017-05-15 | 2017-10-03 | 邓昌顺 | A kind of banking and insurance business method and system based on animal identification |
| CN108830138A (en) * | 2018-04-26 | 2018-11-16 | 平安科技（深圳）有限公司 | Livestock recognition methods, device and storage medium |
| CN108830138B (en) * | 2018-04-26 | 2021-05-07 | 平安科技（深圳）有限公司 | Livestock identification method, device and storage medium |
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| CN105631394B (en) | 2019-08-02 |
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