CN104750286B - A kind of data capture method and electronic equipment - Google Patents

A kind of data capture method and electronic equipment Download PDF

Info

Publication number
CN104750286B
CN104750286B CN201310739180.0A CN201310739180A CN104750286B CN 104750286 B CN104750286 B CN 104750286B CN 201310739180 A CN201310739180 A CN 201310739180A CN 104750286 B CN104750286 B CN 104750286B
Authority
CN
China
Prior art keywords
data
display screen
operating body
corresponding region
electronic equipment
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201310739180.0A
Other languages
Chinese (zh)
Other versions
CN104750286A (en
Inventor
周杨
刘辰寰
马昱弘
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Lenovo Beijing Ltd
Original Assignee
Lenovo Beijing Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Lenovo Beijing Ltd filed Critical Lenovo Beijing Ltd
Priority to CN201310739180.0A priority Critical patent/CN104750286B/en
Publication of CN104750286A publication Critical patent/CN104750286A/en
Application granted granted Critical
Publication of CN104750286B publication Critical patent/CN104750286B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Abstract

This application discloses a kind of data capture method and electronic equipment, methods described is applied to electronic equipment, and electronic equipment includes the first display screen and image acquisition units, and methods described includes:The depth image data of the first display screen corresponding region is obtained by image acquisition units;According to the depth image data, operating body information in the first display screen corresponding region is obtained;In the depth image data, collection and the sample data of the operating body information corresponding region;Data statistics is carried out to the sample data, obtains the data statistics distributed intelligence of the sample data;According to the data statistics distributed intelligence, the contacting points position data of the operating body and first display screen are obtained.The application can more accurately judge whether operating body occurs interactive action with the first display screen at the optional position in the first display screen corresponding region and contact, so as to reduce response distance, improve to the contact point accuracy of identification between operating body and the first display screen.

Description

A kind of data capture method and electronic equipment
Technical field
The application is related to touch detection technical field, more particularly to a kind of data capture method and electronic equipment.
Background technology
With the development of science and technology, it is more and more can with the display applications that user's finger or other positions interact in In social life.Display screen to the contact distance of user's finger or other positions to screen by detecting, so as to judge to use Whether family contacts to the screen, and then decides whether to respond, wherein, the maximum that display screen responds to finger Distance is referred to as response distance.
But existing touch-screen is in the application, it is in larger distance to be typically due to its response so that display screen operates to user The identification accuracy of position is relatively low.
The content of the invention
Technical problems to be solved in this application are to provide a kind of data capture method and electronic equipment, existing to solve When operating body interacts operation to display screen in technology, because the response between screen and operating body is in larger distance so that aobvious The relatively low technical problem of accuracy of identification of the display screen to user's operating position.
This application provides a kind of data capture method, and applied to electronic equipment, the electronic equipment includes the first display Screen and image acquisition units, methods described include:
The depth image data of the first display screen corresponding region is obtained by described image collecting unit;
According to the depth image data, operating body information in the first display screen corresponding region is obtained;
In the depth image data, collection and the sample data of the operating body information corresponding region;
Data statistics is carried out to the sample data, obtains the data statistics distributed intelligence of the sample data;
According to the data statistics distributed intelligence, the contacting points position number of the operating body and first display screen is obtained According to.
The above method, it is preferred that according to the depth image data, obtain the behaviour in the first display screen corresponding region Make body information, including:
According to the depth image data, the display plane and operating body pair in the first display screen corresponding region are determined Answer region;
In the operating body corresponding region, according at least one operation body region of display plane demarcation as to be selected Operating body information;
The operating body information to be selected is matched with default operation body Model, obtains matching result;
When the matching result meets default proof rule, according to the operating body information generation described first to be selected Operating body information in display screen corresponding region, otherwise, return described according to the depth image data, redefine described the Display plane and operating body corresponding region in one display screen corresponding region, meet until the matching result that retrieves described in test Card rule.
The above method, it is preferred that it is described according to the depth image data, determine in the first display screen corresponding region Display plane and operating body corresponding region, including:
According to the depth image data, scene partitioning is carried out to the first display screen corresponding region;
In the first display screen corresponding region by scene partitioning, display plane is determined;
Determine the operating body corresponding region in the first display screen corresponding region.
The above method, it is preferred that it is described that data statistics is carried out to the sample data, obtain the data of the sample data Statistical distribution information, including:
Determine default data statistics algorithm;
According to the data statistics algorithm, data statistics is carried out to the sample data, obtains the number of the sample data Distributed intelligence according to statistics.
The above method, it is preferred that it is described according to the data statistics distributed intelligence, obtain the operating body and described first The contacting points position data of display screen, including:
According to the data statistics distributed intelligence, the sample data is classified, obtains classification results;
According to the classification results, the contacting points position data of the operating body and first display screen are obtained.
The above method, it is preferred that it is described according to the classification results, obtain the operating body and first display screen Contacting points position data, including:
Judge whether the classification results show that the operating body is in contact with first display screen, if it is, foundation Depth image data corresponding to the operating body information, obtain the contacting points position number of the operating body and first display screen According to otherwise, it is sky to put the contacting points position data.
Present invention also provides a kind of electronic equipment, the electronic equipment includes the first display screen, and the electronic equipment is also Including:
Image acquisition units, for obtaining the depth image data of the first display screen corresponding region;
Operating body information acquisition unit, for according to the depth image data, obtaining first display screen and corresponding to area Operating body information in domain;
Sample data collecting unit, in the depth image data, gathering area corresponding with the operating body information The sample data in domain;
Sample data statistic unit, for carrying out data statistics to the sample data, obtain the number of the sample data Distributed intelligence according to statistics;
Position data acquiring unit, for according to the data statistics distributed intelligence, obtaining the operating body and described the The contacting points position data of one display screen.
Above-mentioned electronic equipment, it is preferred that the operating body information acquisition unit includes:
Plane determination subelement, for according to the depth image data, determining in the first display screen corresponding region Display plane and operating body corresponding region;
Subelement is demarcated at position, in the operating body corresponding region, at least one to be demarcated according to the display plane Individual operation body region is as operating body information to be selected;
Model Matching subelement, for being matched to the operating body information to be selected with default operation body Model, obtain To matching result, when the matching result meets default proof rule, triggering information generation subelement, otherwise, touch again Send out plane determination subelement described, until the matching result that the Model Matching subelement retrieves meets the checking rule Then;
Information generates subelement, for being generated according to the operating body information to be selected in the first display screen corresponding region Operating body information.
Above-mentioned electronic equipment, it is preferred that the plane determination subelement includes:
Scene partitioning module, for according to the depth image data, field to be carried out to the first display screen corresponding region Scape divides;
Plane determining module, in the first display screen corresponding region by scene partitioning, determining display plane;
Area determination module, for determining the operating body corresponding region in the first display screen corresponding region.
Above-mentioned electronic equipment, it is preferred that the sample data statistic unit includes:
Algorithm determination subelement, for determining default data statistics algorithm;
Data statistics subelement, for according to the data statistics algorithm, carrying out data statistics to the sample data, obtaining To the data statistics distributed intelligence of the sample data.
Above-mentioned electronic equipment, it is preferred that the position data acquiring unit includes:
Data classification subelement, for according to the data statistics distributed intelligence, classifying to the sample data, obtaining To classification results;
Data acquisition subelement, for according to the classification results, obtaining the operating body and first display screen Contacting points position data.
Above-mentioned electronic equipment, it is preferred that the data acquisition subelement includes:
Judge module is contacted, for judging whether the classification results show the operating body and the first display screen phase Contact, if it is, trigger data acquisition module, otherwise, trigger data is empty module;
Data acquisition module, for according to depth image data corresponding to the operating body information, obtaining the operating body With the contacting points position data of first display screen;
Data are empty module, for putting the contacting points position data as sky.
From such scheme, a kind of data capture method and electronic equipment that the application provides, the electronic equipment include There is the first display screen, after depth image data of the application by obtaining the first display screen corresponding region, according to the depth Image data acquisition is to operating body information and collects the sample data of the operating body corresponding region, and then by sample data Data statistics is carried out, the contacting points position number of operating body and the first display screen is obtained using obtained data statistics distributed intelligence According to.The application replaces direct root in the prior art using the scheme that depth data carries out statistical classification and then obtains contacting points position Judge whether to contact according to depth data and then obtain the scheme of contacting points position, the application can more accurately judge to operate Whether body occurs interactive action at the optional position in the first display screen corresponding region with the first display screen contacts, thus, When operating body is in the position for being closer to the first display screen, the application can connect to the operating body and the first display screen Contact position data are obtained, and so as to reduce response distance, improve and the contact point between operating body and the first display screen is known Other precision.
Brief description of the drawings
In order to illustrate more clearly of the technical scheme in the embodiment of the present application, make required in being described below to embodiment Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present application, for For those of ordinary skill in the art, without having to pay creative labor, it can also be obtained according to these accompanying drawings His accompanying drawing.
Fig. 1 is a kind of flow chart for data capture method embodiment one that the application provides;
Fig. 2 is the application exemplary plot of the embodiment of the present application;
Fig. 3 is the application exemplary plot of the embodiment of the present application;
Fig. 4 is the application exemplary plot of the embodiment of the present application
Fig. 5 is the application exemplary plot of the embodiment of the present application;
Fig. 6 is the application exemplary plot of the embodiment of the present application;
Fig. 7 is the application exemplary plot of the embodiment of the present application;
Fig. 8 is the application exemplary plot of the embodiment of the present application;
Fig. 9 is a kind of partial process view for data capture method embodiment two that the application provides;
Figure 10 is another part flow chart of the embodiment of the present application two;
Figure 11 is a kind of partial process view for data capture method embodiment three that the application provides;
Figure 12 is a kind of partial process view for data capture method example IV that the application provides;
Figure 13 is the structural representation for a kind of electronic equipment embodiment five that the application provides;
Figure 14 is the part-structure schematic diagram for a kind of electronic equipment embodiment six that the application provides;
Figure 15 is another part structural representation of the embodiment of the present application six;
Figure 16 is the part-structure schematic diagram for a kind of electronic equipment embodiment seven that the application provides;
Figure 17 is the part-structure schematic diagram for a kind of electronic equipment embodiment eight that the application provides;
Figure 18 is another part structural representation of the embodiment of the present application eight.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present application, the technical scheme in the embodiment of the present application is carried out clear, complete Site preparation describes, it is clear that described embodiment is only some embodiments of the present application, rather than whole embodiments.It is based on Embodiment in the application, those of ordinary skill in the art are obtained every other under the premise of creative work is not made Embodiment, belong to the scope of the application protection.
With reference to figure 1, a kind of flow chart of the data capture method embodiment one provided for the application, methods described is applied to Electronic equipment, the electronic equipment include that by the first display screen and image acquisition units, methods described following step can be included Suddenly:
Step 101:The depth image data of the first display screen corresponding region is obtained by described image collecting unit.
It should be noted that the electronic equipment can also include second display screen, the second display screen is arranged at institute State in electronic equipment the machine, first display screen is the projection screen of the electronic equipment, as shown in Figure 2, that is to say, that Include projecting apparatus on the electronic equipment, the projecting apparatus can be arranged on the lower position of the electronic equipment, specifically can be with With reference to the position of microphone in mobile phone terminal, as shown in Figure 3.
Wherein, described image collecting unit can be depth camera, and the image acquisition units can be provided in projecting The position of the identical pointing direction of instrument, as shown in Figure 4, now, described image collecting unit can gather first display screen Region is the depth image data of the first display screen corresponding region between the image acquisition units.The depth image data Including by each point in space between first display screen and described image collecting unit to described image collecting unit it Between depth data, such as distance value data.
Wherein, the second content that the first content that first display screen is shown can be shown with the second display screen is not Together, can also be identical.
The electronic equipment can apply in various modes or scene.For example, user is led to using the electronic equipment When needing to record the information such as telephone number during words, the projecting apparatus of the electronic equipment is by memorandum or telephone directory editing interface It is shown on its first display screen, now, while showing call interface on the second display screen, on first display screen Memorandum or telephone directory editing interface are shown, as shown in the call enhancement mode in Fig. 5.For another example, user can set the electronics Standby to lie against on desktop, first display screen is on the relative vertical plane of the electronic equipment, as delivered directly pattern institute in Fig. 6 Show.In addition, the electronic equipment can also be vertically fixed on desktop by user by support, by electronic equipment projecting apparatus Side sets light reflecting device, the first display screen display content that projecting apparatus is launched being shown between user and electronic equipment On, as shown in Fig. 7 middle plateform patterns.
Step 102:According to the depth image data, operating body information in the first display screen corresponding region is obtained.
Wherein, the first display screen corresponding region can be image acquisition units as shown in Figure 4 and first display Area of space between screen.When the operating body of user such as hand etc. is operated in this region, information corresponding to the operating body is For the operating body information in the first display screen corresponding region.
It should be noted that the operating body information can be the three-dimensional information of the operating body such as hand etc., but it is and unlimited Due to three-dimensional model information etc..
Step 103:In the depth image data, collection and the sample data of the operating body information corresponding region.
Wherein, the operating body information corresponding region refers to, in the first display screen corresponding region, the operating body The area of space at place, the step 103 are to be sampled collection to the sample point in the area of space, obtain the operating body The sample data of information corresponding region, as shown in Figure 8.
Step 104:Data statistics is carried out to the sample data, obtains the data statistics distribution letter of the sample data Breath.
Wherein, the data statistics in the step 104, it can be understood as the data statistics on mathematical principle, as utilize Mathematical principle, to each sample points in the sample data according to data distribution parsing is carried out, obtain the data of the sample data Statistical distribution information.The data statistics distributed intelligence shows:Sample corresponding to each distance value apart from described image collecting unit The quantity of this point, for example, the distance between first display screen and described image collecting unit are 500 millimeters, the data Statistical distribution information shows, the number of the sample point in the sample data apart from 500 millimeters of described image collecting unit is 3000, the number apart from 499 millimeters of sample point of described image collecting unit is 4000..., gathered apart from described image The number for the sample point that 1 millimeter of unit is x, and x is natural number.By the data statistics distributed intelligence, can accurately sentence Break and whether operating body in the first display screen corresponding region interacts with first display screen.
Step 105:According to the data statistics distributed intelligence, contact of the operating body with first display screen is obtained Point position data.
Hereinbefore understand, the data statistics distributed intelligence shows that operating body is in the first display screen corresponding region It is no to be interacted with first display screen, thus, can be true according to the data statistics distributed intelligence in the step 105 The contact point of the fixed operating body and first display screen is present or to be empty, and then, utilize institute in the depth image data Depth data corresponding to operating body is stated, gets position corresponding to brought into interactive contact point of the operating body on first display screen Data are put, realize the application purpose.
From such scheme, a kind of data capture method embodiment one of the application offer, the electronic equipment includes First display screen, after depth image data of the application by obtaining the first display screen corresponding region, according to the depth map To operating body information and the sample data of the operating body corresponding region is collected as data acquisition, and then by entering to sample data Line number according to statistics, the contacting points position data of operating body and the first display screen is obtained using obtained data statistics distributed intelligence. The embodiment of the present application one obtains to operating body sample point progress statistical classification and then accurately contact point position using according to depth data The scheme of data is put, instead of directly judging whether to contact according to depth data in the prior art and then obtaining contacting points position data Scheme, can more accurately judge operating body at the optional position in the first display screen corresponding region whether with Interactive action contact occurs for one display screen, thus, when operating body is in the position for being closer to the first display screen, the application Embodiment one can obtain to the contacting points position data of the operating body and the first display screen, so as to reduce response distance, Improve to the contact point accuracy of identification between operating body and the first display screen.
With reference to figure 9, the flow chart of step 102 described in a kind of data capture method embodiment two provided for the application, Wherein, the step 102 may comprise steps of:
Step 121:According to the depth image data, determine display plane in the first display screen corresponding region and Operating body corresponding region.
Wherein, the display plane refers to plane where first display screen., can in the application process of electronic equipment Be able to can exist because of situations such as the shake of electronic equipment such as mobile phone etc. so that the display plane of first display screen changes Situation, therefore, in the embodiment of the present application, can be by being carried out to the display plane it is determined that to after the display plane Tracking, without after display plane occurs and changes, reacquiring and determining again display plane to depth image data.
And the operating body corresponding region may be referred to shown in Fig. 8.
Step 122:In the operating body corresponding region, at least one operation body region is demarcated according to the display plane As operating body information to be selected.
Wherein, can be accomplished by the following way in the step 122:
According to the display plane, plane equation is generated, recycles the plane equation in the operating body corresponding region, Operation body region such as palm of the hand or finger etc. are demarcated.The operation body region of demarcation can also be tracked afterwards.Thus, Using the operation body region of demarcation as operating body information to be selected.
Step 123:The operating body information to be selected is matched with default operation body Model, obtains matching result.
Wherein, the default operation body Model can be the finger model that user is set, such as forefinger model or thumb mould Type etc..Refer in the step 123, by each operation body region in the operating body information to be selected and the default operating body Model such as forefinger model or thumb model etc. are matched, and obtain matching result.
Step 124:When the matching result meets default proof rule, step 125 is performed, otherwise, returns and performs The step 121, step 121 subsequent step is performed successively again, until the matching result obtained in the step 123 is expired The default proof rule of foot.
Wherein, the proof rule can be that the matching result shows an operation in the operating body information to be selected be present Body region matches with the default operation body Model.
Step 125:The operating body letter in the first display screen corresponding region is generated according to the operating body information to be selected Breath.
Wherein, the step 125 in the specific implementation, can implement in the following manner:
First, in each operation body region in the operating body information to be selected, extraction and the predetermined registration operation body mould The object run body that type such as forefinger model or thumb model etc. match, afterwards, operating body corresponding to the object run body is believed For breath as the operating body information in the first display screen corresponding region, the operating body information can be the object run body Three-dimensional information, include information of its each pixel etc..
It should be noted that in the specific implementation of above-mentioned steps 125, it is understood that there may be situations below:The target Operating body with it is described it is default operation body Model match, but the operating body information of the object run body still show its with it is described pre- If operation body Model fine difference be present, such as finger tips shortage of data or finger intermediate data are uprushed, it can be understood as, Uprushed in threedimensional model corresponding to the object run volume data among finger tips missing or finger.Therefore, the step Can be after object run body be extracted, by estimating the operating body information of the object run body, with this in 125 To judge whether the object run body lacks or be mutated, when missing or mutation occurs, the operation body Model pair is utilized The data answered are adjusted to the operating body information of the object run body, make it have integrality reasonability.
Wherein, it is the flow chart of step 121 described in the embodiment of the present application two with reference to figure 10, wherein, the step 121 It can be realized by following steps:
Step 1211:According to the depth image data, scene partitioning is carried out to the first display screen corresponding region.
Wherein, the scene partitioning in the step 1211 refers to, to the various bags in the first display screen corresponding region Inclusion is divided, for example, having inclusion wrist, finger, the palm of the hand and described first in the first display screen corresponding region Display plane of display screen etc., scene corresponding to these inclusions is split in the step 1211.
Step 1212:In the first display screen corresponding region by scene partitioning, display plane is determined.
Step 1213:Determine the operating body corresponding region in the first display screen corresponding region.
Wherein, in the step 1213, in the first display screen corresponding region, to various operating bodies such as wrist, Area of space where the operating bodies such as finger, the palm of the hand is marked, then the area of space of these marks is defined as into the operation Body corresponding region.
With reference to figure 11, the flow chart of step 104 described in a kind of data capture method embodiment three provided for the application, Wherein, the step 104 may comprise steps of:
Step 141:Determine default data statistics algorithm.
Wherein, an applicable data statistics algorithm, the calculation can be determined in the step 141 in default algorithms library Gauss distribution method and just too Distribution Algorithm etc. can be included in Faku County.Also just say, Gauss can be determined in the step 141 Distribution Algorithm or just too Distribution Algorithm is currently applicable data statistics algorithm.
Step 142:According to the data statistics algorithm, data statistics is carried out to the sample data, obtains the sample The data statistics distributed intelligence of data.
It is that area is corresponded to operating body in the depth image data from the sample data for above, carrying out data statistics The sample point in domain is sampled obtained data, therefore, is carried out data statistics to the sample data in the step 142, is Using depth data as statistics member, using Gauss distribution method or just too Distribution Algorithm etc., to each sample in the sample data Depth data value carries out distribution statisticses corresponding to point, obtains the data statistics distributed intelligence of the sample data.
Wherein, the data statistics distributed intelligence shows, in the sample data, apart from the every of described image collecting unit The quantity of sample point corresponding to individual distance value, for example, the distance between first display screen and described image collecting unit are 500 millimeters, the data statistics distributed intelligence shows, apart from 500 millimeters of described image collecting unit in the sample data The number of sample point be a, the number apart from 499 millimeters of sample point of described image collecting unit is b..., apart from institute The number for stating the sample point of 1 millimeter of image acquisition units is z, wherein, a, b, z are natural number.Pass through the data statistics Distributed intelligence, it can accurately judge whether operating body enters with first display screen in the first display screen corresponding region Row interaction.
Thus, the operating body and institute can be got according to the data statistics distributed intelligence in subsequent step 105 State the contacting points position data of the first display screen.
With reference to figure 12, the flow chart of step 105 described in a kind of data capture method example IV provided for the application, Wherein, the step 105 may comprise steps of:
Step 151:According to the data statistics distributed intelligence, the sample data is classified, obtains classification results.
Wherein, the data statistics distributed intelligence shows, in the sample data, apart from the every of described image collecting unit The quantity of sample point corresponding to individual distance value, therefore, in order to improve reduction amount of calculation in the step 151, accelerate to calculate speed Degree, the value that can adjust the distance and its corresponding sample point number are classified, such as described first display screen and described image collecting unit The distance between be 500 millimeters, the data statistics distributed intelligence shows, in the sample data apart from described image gather The number for the sample point that 500 millimeters of unit is a, and the number apart from 499 millimeters of sample point of described image collecting unit is b Individual, the number apart from 498 millimeters of sample point of described image collecting unit is c, apart from 497 millimeters of described image collecting unit The number of sample point be n..., the number apart from 1 millimeter of sample point of described image collecting unit is z, wherein, a, b, C, n, z are natural number, value of being adjusted the distance in the step 151 be categorized as 500 and 499 millimeters as it is a kind of, 498 and 497 millimeters For one kind..., corresponding a+b is 500 numbers corresponding with 499 millimeters, and it 498 with 497 millimeters is a kind of corresponding number that c+n, which is,..., Or in the step 151 by the data statistics distributed intelligence directly as the classification results, perform subsequent step.
Step 152:According to the classification results, the contacting points position number of the operating body and first display screen is obtained According to.
Wherein, from hereinbefore, according to the classification results, it can be determined that go out the operating body whether with it is described first aobvious Display screen is in contact, for example, operating body such as finger etc., either with or without first display screen is touched, its corresponding data statistics is distributed Information and classification results be characterized in it is different, when finger is not in contact with a little first display screen, the data statistics point Data in cloth information do not have continuity, and such as it just too in distribution map and non-smooth curve, as sample point is according to its distance The skewness of the distance value of described image collecting unit, there is jumping characteristic;When finger touches first display screen, Data in the data statistics distributed intelligence have continuity, as it is just being very much the profile of equilibrium in distribution map, point of sample point Cloth is uniform.
Therefore, the step 152 can implement in the following manner:
First, it is determined that whether the classification results show that the operating body is in contact with first display screen, afterwards, When the classification results show that the operating body is in contact with first display screen, according to deep corresponding to the operating body information View data is spent, obtains the contacting points position data of the operating body and first display screen, specifically, described in judge When classification results show that the operating body is in contact with first display screen, identification and the figure in the operating body information As the sample point that collecting unit distance value is maximum, the position corresponding to these sample points on first display screen is obtained Take, thus get the contacting points position data of the operating body and first display screen;In addition, in the classification results table When the bright operating body is not in contact with first display screen, contacting points position data are empty.
It should be noted that above-mentioned steps 152 in the specific implementation, can utilize corresponding with the operating body information pre- If operation body Model enters row constraint to current operation volume data, specifically, by the predetermined registration operation body Model to the operating body Information carried out the operation such as noise filtering, improved the accuracy of the operating body information, and then obtain more accurate contact point position Put data.
With reference to figure 13, the structural representation of a kind of electronic equipment embodiment five provided for the application, wherein, the electronics Equipment includes the first display screen 1301, and the electronic equipment can also include:
Image acquisition units 1302, for obtaining the depth image data of the corresponding region of the first display screen 1301.
It should be noted that the electronic equipment can also include second display screen, the second display screen is arranged at institute To state in electronic equipment the machine, first display screen 1301 is the projection screen of the electronic equipment, as shown in Figure 2, that is, Say, include projecting apparatus on the electronic equipment, the projecting apparatus can be arranged on the lower position of the electronic equipment, specifically The position of microphone in mobile phone terminal is may be referred to, as shown in Figure 3.
Wherein, described image collecting unit 1302 can be depth camera, and the image acquisition units 1302 can be set It is the position of the identical pointing direction of projecting apparatus, as shown in Figure 4, now, described image collecting unit 1302 can gather institute State the depth of the i.e. described corresponding region of first display screen 1301 in region between the first display screen 1301 and the image acquisition units 1302 Spend view data.The depth image data is included by empty between first display screen 1301 and described image collecting unit 1302 Between in each point to the depth data between described image collecting unit 1302, such as distance value data.
Wherein, the first content that first display screen 1301 is shown can be shown with the second display screen second in Hold difference, can also be identical.
The electronic equipment can apply in various modes or scene.For example, user is led to using the electronic equipment When needing to record the information such as telephone number during words, the projecting apparatus of the electronic equipment is by memorandum or telephone directory editing interface It is shown on its first display screen, now, while showing call interface on the second display screen, on first display screen Memorandum or telephone directory editing interface are shown, as shown in the call enhancement mode in Fig. 5.For another example, user can set the electronics Standby to lie against on desktop, first display screen is on the relative vertical plane of the electronic equipment, as delivered directly pattern institute in Fig. 6 Show.In addition, the electronic equipment can also be vertically fixed on desktop by user by support, by electronic equipment projecting apparatus Side sets light reflecting device, the first display screen display content that projecting apparatus is launched being shown between user and electronic equipment On, as shown in Fig. 7 middle plateform patterns.
Operating body information acquisition unit 1303, for according to the depth image data, obtaining first display screen pair Answer operating body information in region.
Wherein, the corresponding region of the first display screen 1301 can be image acquisition units 1302 as shown in Figure 4 with being somebody's turn to do Area of space between first display screen 1301.When the operating body of user such as hand etc. is operated in this region, the operating body Corresponding information is the operating body information in the first display screen corresponding region.
It should be noted that the operating body information can be the three-dimensional information of the operating body such as hand etc., but it is and unlimited Due to three-dimensional model information etc..
Sample data collecting unit 1304, in the depth image data, gathering and the operating body information pair Answer the sample data in region.
Wherein, the operating body information corresponding region refers to, in the corresponding region of the first display screen 1301, the behaviour Make the area of space where body, the sample data collecting unit 1304 is sampled to the sample point in the area of space to be adopted Collection, obtains the sample data of the operating body information corresponding region, as shown in Figure 8.
Sample data statistic unit 1305, for carrying out data statistics to the sample data, obtain the sample data Data statistics distributed intelligence.
Wherein, the data statistics described in the sample data statistic unit 1305, it can be understood as on mathematical principle Data statistics, as using mathematical principle, to each sample points in the sample data according to data distribution parsing is carried out, obtain The data statistics distributed intelligence of the sample data.The data statistics distributed intelligence shows:Apart from the every of described image collecting unit The quantity of sample point corresponding to individual distance value, for example, the distance between first display screen and described image collecting unit are 500 millimeters, the data statistics distributed intelligence shows, apart from 500 millimeters of described image collecting unit in the sample data Sample point number be 3000, apart from 499 millimeters of sample point of described image collecting unit number be 4000..., Number apart from 1 millimeter of sample point of described image collecting unit is x.Pass through the data statistics distributed intelligence, Ke Yijing True judges whether operating body interacts with first display screen in the first display screen corresponding region.
Position data acquiring unit 1306, for according to the data statistics distributed intelligence, obtaining the operating body and institute State the contacting points position data of the first display screen.
Hereinbefore understand, the data statistics distributed intelligence shows that operating body is in the first display screen corresponding region No to be interacted with first display screen, thus, the position data acquiring unit 1306 is distributed according to the data statistics Information, it may be determined that the contact point of the operating body and first display screen is present or to be empty, and then, utilize the depth map The depth data corresponding to operating body as described in data, get brought into interactive contact of the operating body on first display screen Position data corresponding to point, realizes the application purpose.
The a kind of electronic equipment embodiment five provided from such scheme, the application, the electronic equipment include first Display screen, after depth image data of the application by obtaining the first display screen corresponding region, according to the depth image number According to getting operating body information and collect the sample data of the operating body corresponding region, and then by entering line number to sample data According to statistics, the contacting points position data of operating body and the first display screen are obtained using obtained data statistics distributed intelligence.This Shen Please embodiment one using statistical classification is carried out to operating body sample point according to depth data and then accurate obtains contacting points position number According to scheme, instead of directly judging whether to contact according to depth data in the prior art and then obtaining the side of contacting points position data Case, can more accurately judge whether operating body shows at the optional position in the first display screen corresponding region with first Interactive action contact occurs for display screen, and thus, when operating body is in the position for being closer to the first display screen, the application is implemented Example one can obtain to the contacting points position data of the operating body and the first display screen, so as to reduce response distance, improve To the contact point accuracy of identification between operating body and the first display screen.
With reference to figure 14, operating body information acquisition unit described in a kind of electronic equipment embodiment six provided for the application 1303 structural representation, wherein, the operating body information acquisition unit 1303 can include:
Plane determination subelement 1331, for according to the depth image data, determining that first display screen corresponds to area Display plane and operating body corresponding region in domain.
Wherein, the display plane refers to plane where first display screen., can in the application process of electronic equipment Be able to can exist because of situations such as the shake of electronic equipment such as mobile phone etc. so that the display plane of first display screen changes Situation, therefore, in the embodiment of the present application, can be by being carried out to the display plane it is determined that to after the display plane Tracking, without after display plane occurs and changes, reacquiring and determining again display plane to depth image data.
And the operating body corresponding region may be referred to shown in Fig. 8.
Subelement 1332 is demarcated at position, in the operating body corresponding region, according to the display plane demarcate to Few operation body region is as operating body information to be selected.
Wherein, the position demarcation subelement 1332 can be accomplished by the following way:
According to the display plane, plane equation is generated, recycles the plane equation in the operating body corresponding region, Operation body region such as palm of the hand or finger etc. are demarcated.The operation body region of demarcation can also be tracked afterwards.Thus, Using the operation body region of demarcation as operating body information to be selected.
Model Matching subelement 1333, for the operating body information to be selected and default operation body Model progress Match somebody with somebody, obtain matching result, when the matching result meets default proof rule, triggering information generation subelement 1334 is no Then, plane determination subelement 1331 described in retriggered, until the matching knot that the Model Matching subelement 1333 retrieves Fruit meets the proof rule.
Wherein, the default operation body Model can be the finger model that user is set, such as forefinger model or thumb mould Type etc..The Model Matching subelement 1333 operates body region and the default behaviour by each in the operating body information to be selected Make body Model such as forefinger model or thumb model etc. to be matched, obtain matching result.
Wherein, the proof rule can be that the matching result shows an operation in the operating body information to be selected be present Body region matches with the default operation body Model.
Information generates subelement 1334, and area is corresponded to for generating first display screen according to the operating body information to be selected Operating body information in domain.
Wherein, described information generates subelement 1334 in the specific implementation, can implement in the following manner:
First, in each operation body region in the operating body information to be selected, extraction and the predetermined registration operation body mould The object run body that type such as forefinger model or thumb model etc. match, afterwards, operating body corresponding to the object run body is believed For breath as the operating body information in the first display screen corresponding region, the operating body information can be the object run body Three-dimensional information, include information of its each pixel etc..
It should be noted that in the specific implementation of above- mentioned information generation subelement 1334, it is understood that there may be following feelings Condition:The object run body matches with the default operation body Model, but the operating body information still table of the object run body There is fine difference in bright its, with the default operation body Model as finger tips shortage of data or finger intermediate data are uprushed Deng, it can be understood as, uprushed in threedimensional model corresponding to the object run volume data among finger tips missing or finger. Therefore, described information generation subelement 1334 can be after object run body be extracted, by the object run body Operating body information estimated, is judged whether the object run body lacks or be mutated with this, is being occurred missing or mutation When, the operating body information of the object run body is adjusted using data corresponding to the operation body Model, made it have Whole property reasonability.
Wherein, it is the structural representation of plane determination subelement 1331 described in the embodiment of the present application six with reference to figure 15, its In, the plane determination subelement 1331 can include:
Scene partitioning module 1501, for according to the depth image data, entering to the first display screen corresponding region Row scene partitioning.
Wherein, the scene partitioning of the scene partitioning module 1501 refers to, in the first display screen corresponding region Various inclusions are divided, for example, having inclusion wrist, finger, the palm of the hand and institute in the first display screen corresponding region Display plane of the first display screen etc. is stated, scene corresponding to these inclusions is divided as the scene partitioning module 1501 Cut.
Plane determining module 1502, in the first display screen corresponding region by scene partitioning, being put down it is determined that showing Face.
Area determination module 1503, for determining the operating body corresponding region in the first display screen corresponding region.
Wherein, the area determination module 1503 can be accomplished by the following way:
In the first display screen corresponding region, to various operating bodies as where the operating bodies such as wrist, finger, the palm of the hand Area of space is marked, then the area of space of these marks is defined as into the operating body corresponding region.
With reference to figure 16, sample data statistic unit 1305 described in a kind of electronic equipment embodiment seven provided for the application Structural representation, wherein, the sample data statistic unit 1305 can include:
Algorithm determination subelement 1351, for determining default data statistics algorithm.
Wherein, the algorithm determination subelement 1351 can determine an applicable data statistics in default algorithms library Algorithm, Gauss distribution method and just too Distribution Algorithm etc. can be included in the algorithms library.Also just say, the algorithm determination subelement 1351 can determine Gauss distribution method or just too Distribution Algorithm is currently applicable data statistics algorithm.
Data statistics subelement 1352, for according to the data statistics algorithm, data system to be carried out to the sample data Meter, obtains the data statistics distributed intelligence of the sample data.
It is that area is corresponded to operating body in the depth image data from the sample data for above, carrying out data statistics The sample point in domain is sampled obtained data, and therefore, the data statistics subelement 1352 enters line number to the sample data According to statistics, it is using Gauss distribution method or just too Distribution Algorithm etc. using depth data as statistics member, in the sample data Depth data value corresponding to each sample point carries out distribution statisticses, obtains the data statistics distributed intelligence of the sample data.
Wherein, the data statistics distributed intelligence shows, in the sample data, apart from the every of described image collecting unit The quantity of sample point corresponding to individual distance value, for example, the distance between first display screen and described image collecting unit are 500 millimeters, the data statistics distributed intelligence shows, apart from 500 millimeters of described image collecting unit in the sample data The number of sample point be a, the number apart from 499 millimeters of sample point of described image collecting unit is b..., apart from institute The number for stating the sample point of 1 millimeter of image acquisition units is z, wherein, a, b, z are natural number.Pass through the data statistics Distributed intelligence, it can accurately judge whether operating body enters with first display screen in the first display screen corresponding region Row interaction.
Thus, the position data acquiring unit 1306 can be got described according to the data statistics distributed intelligence The contacting points position data of operating body and first display screen.
With reference to figure 17, position data acquiring unit 1306 described in a kind of electronic equipment embodiment eight provided for the application Structural representation, wherein, the position data acquiring unit 1306 can include:
Data classification subelement 1361, for according to the data statistics distributed intelligence, dividing the sample data Class, obtain classification results.
Wherein, the data statistics distributed intelligence shows, in the sample data, apart from the every of described image collecting unit The quantity of sample point corresponding to individual distance value, therefore, the data classification subelement 1361 are accelerated to improve reduction amount of calculation Calculating speed, the value that can adjust the distance and its corresponding sample point number are classified, and such as described first display screen is adopted with described image It is 500 millimeters to collect the distance between unit, and the data statistics distributed intelligence shows, the figure described in distance in the sample data As the number of 500 millimeters of sample point of collecting unit is a, apart from of 499 millimeters of sample point of described image collecting unit Number is b, and the number apart from 498 millimeters of sample point of described image collecting unit is c, apart from described image collecting unit The number of 497 millimeters of sample point is n..., the number apart from 1 millimeter of sample point of described image collecting unit is z, its In, a, b, c, n, z are natural number, and data classification subelement 1361 value of adjusting the distance is categorized as 500 and 499 millimeters of conducts one Class, 498 and 497 millimeters for one kind..., corresponding a+b is 500 numbers corresponding with 499 millimeters, and c+n is 498 to be with 497 millimeters The corresponding number of one kind..., or, the data classification subelement 1361 is by the data statistics distributed intelligence directly as described Classification results, perform subsequent step.
Data acquisition subelement 1362, for according to the classification results, obtaining the operating body and the described first display The contacting points position data of screen.
Wherein, from hereinbefore, according to the classification results, it can be determined that go out the operating body whether with it is described first aobvious Display screen is in contact, for example, operating body such as finger etc., either with or without first display screen is touched, its corresponding data statistics is distributed Information and classification results be characterized in it is different, when finger is not in contact with a little first display screen, the data statistics point Data in cloth information do not have continuity, and such as it just too in distribution map and non-smooth curve, as sample point is according to its distance The skewness of the distance value of described image collecting unit, there is jumping characteristic;When finger touches first display screen, Data in the data statistics distributed intelligence have continuity, as it is just being very much the profile of equilibrium in distribution map, point of sample point Cloth is uniform.
Therefore, the data acquisition subelement 1362 can be realized by the structure in Figure 18, wherein, the data acquisition Subelement 1362 can include:
Judge module 1801 is contacted, for judging whether the classification results show the operating body and the described first display Screen is in contact, if it is, trigger data acquisition module 1802, otherwise, trigger data are empty module 1803.
Data acquisition module 1802, for according to depth image data corresponding to the operating body information, obtaining the behaviour Make the contacting points position data of body and first display screen.
Specifically, the data acquisition module 1802 can judge the classification knot in the contact judge module 1801 When fruit shows that the operating body is in contact with first display screen, identification and described image collection in the operating body information The maximum sample point of cell distance value, the position corresponding to these sample points on first display screen is obtained, by This gets the contacting points position data of the operating body and first display screen.
Data are empty module 1803, for putting the contacting points position data as sky.
It should be noted that above-mentioned data acquisition subelement 1362 in the specific implementation, can utilize and the operating body Predetermined registration operation body Model enters row constraint to current operation volume data corresponding to information, specifically, by the predetermined registration operation body Model The operation such as noise filtering was carried out to the operating body information, improves the accuracy of the operating body information, and then obtain more smart True contacting points position data.
It should be noted that each embodiment in this specification is described by the way of progressive, each embodiment weight Point explanation is all difference with other embodiment, between each embodiment identical similar part mutually referring to.
Finally, it is to be noted that, herein, such as first and second or the like relational terms be used merely to by One entity or operation make a distinction with another entity or operation, and not necessarily require or imply these entities or operation Between any this actual relation or order be present.Moreover, term " comprising ", "comprising" or its any other variant meaning Covering including for nonexcludability, so that process, method, article or equipment including a series of elements not only include that A little key elements, but also the other element including being not expressly set out, or also include for this process, method, article or The intrinsic key element of equipment.In the absence of more restrictions, the key element limited by sentence "including a ...", is not arranged Except other identical element in the process including the key element, method, article or equipment being also present.
A kind of data capture method provided by the present invention and electronic equipment are described in detail above, herein should The principle and embodiment of the present invention are set forth with specific case, the explanation of above example is only intended to help and managed Solve the method and its core concept of the present invention;Meanwhile for those of ordinary skill in the art, according to the thought of the present invention, There will be changes in embodiment and application, in summary, this specification content should not be construed as to this Shen Limitation please.

Claims (12)

  1. A kind of 1. data capture method, it is characterised in that applied to electronic equipment, the electronic equipment include the first display screen and Image acquisition units, methods described include:
    The depth image data of the first display screen corresponding region is obtained by described image collecting unit;
    According to the depth image data, operating body information in the first display screen corresponding region is obtained;
    In the depth image data, collection and the sample data of the operating body information corresponding region;
    Data statistics is carried out to the sample data, obtains the data statistics distributed intelligence of the sample data;
    According to the data statistics distributed intelligence, the contacting points position data of the operating body and first display screen are obtained.
  2. 2. according to the method for claim 1, it is characterised in that according to the depth image data, it is aobvious to obtain described first Operating body information in display screen corresponding region, including:
    According to the depth image data, determine that the display plane in the first display screen corresponding region and operating body correspond to area Domain;
    In the operating body corresponding region, it is used as according at least one operation body region of display plane demarcation and treats selection operation Body information;
    The operating body information to be selected is matched with default operation body Model, obtains matching result;
    When the matching result meets default proof rule, according to operating body information generation first display to be selected Shield the operating body information in corresponding region, otherwise, return is described according to the depth image data, and it is aobvious to redefine described first Display plane and operating body corresponding region in display screen corresponding region, until the matching result retrieved meets the checking rule Then.
  3. 3. according to the method for claim 2, it is characterised in that it is described according to the depth image data, determine described the Display plane and operating body corresponding region in one display screen corresponding region, including:
    According to the depth image data, scene partitioning is carried out to the first display screen corresponding region;
    In the first display screen corresponding region by scene partitioning, display plane is determined;
    Determine the operating body corresponding region in the first display screen corresponding region.
  4. 4. according to the method for claim 1, it is characterised in that it is described that data statistics is carried out to the sample data, obtain The data statistics distributed intelligence of the sample data, including:
    Determine default data statistics algorithm;
    According to the data statistics algorithm, data statistics is carried out to the sample data, obtains the data system of the sample data Count distributed intelligence.
  5. 5. according to the method for claim 1, it is characterised in that it is described according to the data statistics distributed intelligence, obtain institute The contacting points position data of operating body and first display screen are stated, including:
    According to the data statistics distributed intelligence, the sample data is classified, obtains classification results;
    According to the classification results, the contacting points position data of the operating body and first display screen are obtained.
  6. 6. according to the method for claim 5, it is characterised in that it is described according to the classification results, obtain the operating body With the contacting points position data of first display screen, including:
    Judge whether the classification results show that the operating body is in contact with first display screen, if it is, according to described Depth image data corresponding to operating body information, the contacting points position data of the operating body and first display screen are obtained, Otherwise, the contacting points position data are put as sky.
  7. 7. a kind of electronic equipment, it is characterised in that the electronic equipment includes the first display screen, and the electronic equipment also includes:
    Image acquisition units, for obtaining the depth image data of the first display screen corresponding region;
    Operating body information acquisition unit, for according to the depth image data, obtaining in the first display screen corresponding region Operating body information;
    Sample data collecting unit, in the depth image data, gathering and the operating body information corresponding region Sample data;
    Sample data statistic unit, for carrying out data statistics to the sample data, obtain the data system of the sample data Count distributed intelligence;
    Position data acquiring unit, for according to the data statistics distributed intelligence, obtaining the operating body and showing with described first The contacting points position data of display screen.
  8. 8. electronic equipment according to claim 7, it is characterised in that the operating body information acquisition unit includes:
    Plane determination subelement, for according to the depth image data, determining aobvious in the first display screen corresponding region Show plane and operating body corresponding region;
    Subelement is demarcated at position, in the operating body corresponding region, at least one behaviour to be demarcated according to the display plane Make body region as operating body information to be selected;
    Model Matching subelement, for being matched to the operating body information to be selected with default operation body Model, obtain With result, when the matching result meets default proof rule, triggering information generates subelement, otherwise, retriggered institute Plane determination subelement is stated, until the matching result that the Model Matching subelement retrieves meets the proof rule;
    Information generates subelement, for generating the behaviour in the first display screen corresponding region according to the operating body information to be selected Make body information.
  9. 9. electronic equipment according to claim 8, it is characterised in that the plane determination subelement includes:
    Scene partitioning module, for according to the depth image data, carrying out scene to the first display screen corresponding region and drawing Point;
    Plane determining module, in the first display screen corresponding region by scene partitioning, determining display plane;
    Area determination module, for determining the operating body corresponding region in the first display screen corresponding region.
  10. 10. electronic equipment according to claim 7, it is characterised in that the sample data statistic unit includes:
    Algorithm determination subelement, for determining default data statistics algorithm;
    Data statistics subelement, for according to the data statistics algorithm, carrying out data statistics to the sample data, obtaining institute State the data statistics distributed intelligence of sample data.
  11. 11. electronic equipment according to claim 7, it is characterised in that the position data acquiring unit includes:
    Data classification subelement, for according to the data statistics distributed intelligence, classifying to the sample data, being divided Class result;
    Data acquisition subelement, for according to the classification results, obtaining contact of the operating body with first display screen Point position data.
  12. 12. electronic equipment according to claim 11, it is characterised in that the data acquisition subelement includes:
    Judge module is contacted, for judging whether the classification results show that the operating body connects with first display screen Touch, if it is, trigger data acquisition module, otherwise, trigger data is empty module;
    Data acquisition module, for according to depth image data corresponding to the operating body information, obtaining the operating body and institute State the contacting points position data of the first display screen;
    Data are empty module, for putting the contacting points position data as sky.
CN201310739180.0A 2013-12-26 2013-12-26 A kind of data capture method and electronic equipment Active CN104750286B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310739180.0A CN104750286B (en) 2013-12-26 2013-12-26 A kind of data capture method and electronic equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310739180.0A CN104750286B (en) 2013-12-26 2013-12-26 A kind of data capture method and electronic equipment

Publications (2)

Publication Number Publication Date
CN104750286A CN104750286A (en) 2015-07-01
CN104750286B true CN104750286B (en) 2017-12-29

Family

ID=53590102

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310739180.0A Active CN104750286B (en) 2013-12-26 2013-12-26 A kind of data capture method and electronic equipment

Country Status (1)

Country Link
CN (1) CN104750286B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110414393A (en) * 2019-07-15 2019-11-05 福州瑞芯微电子股份有限公司 A kind of natural interactive method and terminal based on deep learning

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1477478A (en) * 2002-08-20 2004-02-25 昆盈企业股份有限公司 Finger-moving type pointer input-method and its device
CN101335783A (en) * 2008-07-30 2008-12-31 中兴通讯股份有限公司 Full-functional press-key mobile phone and inputting method
JP2012181596A (en) * 2011-02-28 2012-09-20 Toshiba Corp Information processing unit and program
CN102799318A (en) * 2012-08-13 2012-11-28 深圳先进技术研究院 Human-machine interaction method and system based on binocular stereoscopic vision
CN103383731A (en) * 2013-07-08 2013-11-06 深圳先进技术研究院 Projection interactive method and system based on fingertip positioning and computing device

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7599561B2 (en) * 2006-02-28 2009-10-06 Microsoft Corporation Compact interactive tabletop with projection-vision

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1477478A (en) * 2002-08-20 2004-02-25 昆盈企业股份有限公司 Finger-moving type pointer input-method and its device
CN101335783A (en) * 2008-07-30 2008-12-31 中兴通讯股份有限公司 Full-functional press-key mobile phone and inputting method
JP2012181596A (en) * 2011-02-28 2012-09-20 Toshiba Corp Information processing unit and program
CN102799318A (en) * 2012-08-13 2012-11-28 深圳先进技术研究院 Human-machine interaction method and system based on binocular stereoscopic vision
CN103383731A (en) * 2013-07-08 2013-11-06 深圳先进技术研究院 Projection interactive method and system based on fingertip positioning and computing device

Also Published As

Publication number Publication date
CN104750286A (en) 2015-07-01

Similar Documents

Publication Publication Date Title
CN107871011A (en) Image processing method, device, mobile terminal and computer-readable recording medium
CN109947793A (en) Analysis method, device and the storage medium of accompanying relationship
CN107291266B (en) The method and apparatus that image is shown
CN107977674A (en) Image processing method, device, mobile terminal and computer-readable recording medium
CN107589963B (en) A kind of image processing method, mobile terminal and computer readable storage medium
CN103605978A (en) Urban illegal building identification system and method based on three-dimensional live-action data
CN110245250A (en) Image processing method and relevant apparatus
CN107613202A (en) A kind of image pickup method and mobile terminal
CN106705989B (en) step recording method, device and terminal
CN107578161A (en) A kind of product testing method, apparatus and storage medium
CN105959564A (en) Photographing method and mobile terminal
CN104571882A (en) User operating mode judging method and device based on terminal and terminal
CN107450841A (en) interactive object control method and device
CN104407696B (en) The virtual ball simulation of mobile device and the method for control
CN105893959B (en) A kind of gesture identification method and device
CN108052960A (en) Method, model training method and the terminal of identification terminal grip state
CN109685907A (en) Image combination method and system based on augmented reality
CN104750286B (en) A kind of data capture method and electronic equipment
CN107222737A (en) The processing method and mobile terminal of a kind of depth image data
CN107797748A (en) Dummy keyboard input method and device and robot
CN110197375A (en) A kind of similar users recognition methods, device, similar users identification equipment and medium
CN105786392B (en) Touch control display method, touch control display system and terminal
CN104915585B (en) Touch-screen equipment user identity monitoring method based on sensor characteristics two-zone model
CN103854026A (en) Recognition method and electronic device
CN111324616A (en) Method, device and equipment for detecting lane line change information

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant