CN105302413A - UI test method and system for control - Google Patents

UI test method and system for control Download PDF

Info

Publication number
CN105302413A
CN105302413A CN201510666156.8A CN201510666156A CN105302413A CN 105302413 A CN105302413 A CN 105302413A CN 201510666156 A CN201510666156 A CN 201510666156A CN 105302413 A CN105302413 A CN 105302413A
Authority
CN
China
Prior art keywords
terminal
target photo
pixel
display interface
source picture
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.)
Granted
Application number
CN201510666156.8A
Other languages
Chinese (zh)
Other versions
CN105302413B (en
Inventor
吴权芳
邓建波
董瑞烽
谢毅
陈生
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.)
Huizhou TCL Mobile Communication Co Ltd
Original Assignee
Huizhou TCL Mobile Communication Co 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 Huizhou TCL Mobile Communication Co Ltd filed Critical Huizhou TCL Mobile Communication Co Ltd
Priority to CN201510666156.8A priority Critical patent/CN105302413B/en
Publication of CN105302413A publication Critical patent/CN105302413A/en
Application granted granted Critical
Publication of CN105302413B publication Critical patent/CN105302413B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Image Analysis (AREA)
  • User Interface Of Digital Computer (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The invention provides a UI test method for a control. The method comprises: intercepting a target picture and a source picture, and calculating a color histogram of the target picture and the source picture to obtain a Bhattacharyya distance; when the Bhattacharyya distance is greater than a predetermined threshold, obtaining positions and first pixel values of a plurality of mutation pixel points on the target picture and second pixel values of pixel points, in the positions, on the source picture, wherein the mutation pixel points are pixel points on a UI profile; and outputting a test result according to a variance or a standard deviation of difference values of the first pixel values and the second pixel values. The invention furthermore provides a UI test system for the control. According to the UI test method and system for the control, a UI of the control can be automatically verified to test the display effect of the UI.

Description

The UI method of testing of control and system
Technical field
The present invention relates to Internet technology (InternetTechnology, IT) field, be specifically related to a kind of UI (UserInterface, user interface) method of testing and system of control.
Background technology
Along with the construction cycle of software constantly shortens, automatic test progressively becomes the development trend of software test.The problems such as current, the automatization test system of industry can only realize automatic Verification to text category informations such as the word of the softwares such as control, ID (Identity, identify label), and whether correctly whether the UI for control show, misplace cannot be verified.Whether therefore, those skilled in the art's technical matters in the urgent need to address proposes a kind of UI method of testing of control, test, there are differences to find out display effect fast with the UI of the control to display.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of UI method of testing and system of control, can realize the automatic Verification of the UI to control, to test the display effect of UI.
The user interface UI method of testing of the control that the embodiment of the present invention provides, comprising: carry out image interception to obtain Target Photo to the UI of first terminal display, and carry out image interception to obtain source picture to the UI of the second terminal demonstration; Calculate the color histogram of Target Photo and source picture, and calculate Pasteur's distance of the pixel value of Target Photo and source picture according to two color histograms; When Pasteur's distance is greater than predetermined threshold, obtain position and first pixel value of multiple sudden change pixel on described Target Photo, and the second pixel value of the pixel of described position on the picture of source, the pixel that wherein suddenlys change is the pixel on the profile of UI; Calculate variance or the standard deviation of the difference of multiple first pixel value and multiple second pixel value, and judge that when variance or standard deviation are zero the UI that control shows on first terminal and the UI shown in the second terminal matches.
Wherein, the described UI to first terminal display carries out image interception and comprises with the step obtaining Target Photo: resolve the display interface of first terminal to obtain the coordinate information of UI on display interface; Image interception is carried out to obtain Target Photo to the region corresponding with coordinate information on the display interface of first terminal.
Wherein, the described UI to first terminal display carries out image interception and comprises with the step obtaining Target Photo: by the UI of mouse in the display interface upper ledge selected control of first terminal; To display interface carried out image interception to obtain Target Photo by frame favored area.
Wherein, the described UI to the second terminal demonstration carries out image interception and comprises with the step obtaining source picture: obtain test code corresponding to Target Photo, and comprises the coordinate information of UI on the display interface of first terminal or relative position information in validation test code; If comprise coordinate information, then image interception is carried out to obtain source picture to the region corresponding with coordinate information on the display interface of the second terminal; If comprise relative position information, then to the display interface of the second terminal carries out image interception to obtain source picture to the region corresponding with relative position information.
Wherein, obtain described Pasteur's distance by following relational expression,
P s d = Σ i = 1 n x i × y i
P sdrepresent Pasteur's distance, x irepresent the probability of i-th pixel at the color histogram of source picture, y irepresent the probability of i-th pixel at the color histogram of Target Photo.
The user interface UI test macro of the control that the embodiment of the present invention provides, comprising: screen capture module, and the UI for showing first terminal carries out image interception to obtain Target Photo, and carries out image interception to obtain source picture to the UI of the second terminal demonstration; First computing module, for the color histogram of the color histogram and source picture that calculate Target Photo; Second computing module, for calculating Pasteur's distance of the pixel value of Target Photo and source picture according to two color histograms; Whether comparison module, be greater than predetermined threshold for comparing Pasteur's distance; Acquisition module, for compare at comparison module obtain Pasteur's distance be greater than predetermined threshold time, obtain position and first pixel value of multiple sudden change pixel on Target Photo, and the second pixel value of the pixel of this position on the picture of source, sudden change pixel is the pixel on the profile of UI; 3rd computing module, for calculating variance or the standard deviation of the difference of multiple first pixel value and multiple second pixel value, represents that when variance or standard deviation are zero the UI that control shows on first terminal and the UI shown in the second terminal matches.
Wherein, screen capture module for resolving the display interface of first terminal to obtain the coordinate information of UI on display interface, and carries out image interception to obtain Target Photo to the region corresponding with coordinate information on the display interface of first terminal.
Wherein, screen capture module is used for the UI that selects at the display interface upper ledge of first terminal according to mouse, to the display interface of first terminal carried out image interception to obtain Target Photo by frame favored area.
Wherein, screen capture module for obtaining test code corresponding to Target Photo, and comprises the coordinate information of UI on the display interface of first terminal or relative position information in validation test code; If comprise coordinate information, then screen capture module carries out image interception to obtain source picture to the region corresponding with coordinate information on the display interface of the second terminal; If comprise relative position information, then screen capture module is to the display interface of the second terminal carries out image interception to obtain source picture to the region corresponding with relative position information.
Wherein, the second computing module obtains described Pasteur's distance by following relational expression,
P s d = Σ i = 1 n x i × y i
P sdrepresent Pasteur's distance, x irepresent the probability of i-th pixel at the color histogram of source picture, y irepresent the probability of i-th pixel at the color histogram of Target Photo.
The UI method of testing of the control of the embodiment of the present invention and system, the similarity of mode to the UI shown by Target Photo and source picture adopting color histogram and collection sudden change pixel to combine is tested, thus the automatic Verification realized UI, to test the display effect of UI.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of UI method of testing one embodiment of control of the present invention;
Fig. 2 is the principle frame schematic diagram of UI test macro one embodiment of control of the present invention;
Fig. 3 is the hardware configuration schematic diagram of UI test macro one embodiment of control of the present invention.
Embodiment
The display effect that the UI method of testing of embodiment of the present invention control is used for the UI of Confirmation Controls whether with matching desired by software development, whether the display effect of UI on different terminals that specifically can be understood as Confirmation Controls be identical, and whether the UI that namely this control is shown on different terminals there are differences.The similarity of mode to the UI shown by Target Photo and source picture that the method for testing of the embodiment of the present invention adopts color histogram and collection sudden change pixel to combine is tested, thus realizes the automatic Verification to UI, to test the display effect of UI.
The embodiment of the present invention can programming and testing software be stored in by this testing software and include but not limited to PC (PersonalComputer in advance, personal computer or computer) machine server (test equipment) in, automatically current process is monitored by this testing software, and next process of execution is triggered according to the programmed instruction preset after current process completes, realize the automatic test to UI.
In addition, the backup (image file) of the control (software) needed for test can be stored in the virtual machine of the cloud data center built in advance by the embodiment of the present invention in advance, the instruction sent according to the testing software programmed in advance in test process extracts the data needed for current short-range from the virtual machine of cloud data center, and test result is uploaded to this cloud data center.
Below in conjunction with method of testing embodiment illustrated in fig. 1, the technical scheme of exemplary embodiment provided by the present invention is clearly and completely described.As shown in Figure 1, the UI method of testing of the control of the present embodiment comprises following:
S11: image interception is carried out to obtain Target Photo to the UI of first terminal display, and image interception is carried out to obtain source picture to the UI of the second terminal demonstration.
S12: the color histogram calculating Target Photo and source picture, and the Pasteur's distance calculating the pixel value of Target Photo and source picture according to two color histograms.
Two color histogram correspondences represent the color characteristic of Target Photo and source picture, it describes different color ratio shared in view picture Target Photo and source picture, do not comprise the positional information residing for often kind of color, namely cannot describe the object in Target Photo and source picture or object.The mode calculating two color histograms can consult prior art, and the embodiment of the present invention is not limited.
Certainly, in order to improve computing velocity, the feature of the pixel negligible amounts that the embodiment of the present invention can comprise based on the Target Photo of institute's sectional drawing and source picture, by the such as R (Red of Target Photo and source picture, red) sub-pixel, G (Green, green) sub-pixel, B (Blue, blue) sub-pixel and W (White, white) total quantity of each colored sub-pixel is divided into predetermined equal portions (such as 16 parts) in sub-pixel, and equal portions of each colored sub-pixel are calculated to obtain Target Photo and color histogram corresponding to source picture.
The embodiment of the present invention can obtain described Pasteur's distance by following relational expression,
P s d = Σ i = 1 n x i × y i
Wherein, P sdrepresent Pasteur's distance, x irepresent the probability of i-th pixel at the color histogram of source picture, y irepresent the probability of i-th pixel at the color histogram of Target Photo.
The span of Pasteur's distance is for being more than or equal to 0 and being less than or equal to 1, and the color similarity of the value of Pasteur's distance larger expression Target Photo and source picture is higher, represent that when the value of Pasteur's distance is 1 Target Photo is identical with the color distribution of source picture, represent that when the value of Pasteur's distance is 0 Target Photo is completely not identical with the color distribution of source picture.
S13: when Pasteur's distance is greater than predetermined threshold, obtains position and first pixel value of multiple sudden change pixel on described Target Photo, and the second pixel value of the pixel of described position on the picture of source, and the pixel that wherein suddenlys change is the pixel on the profile of UI.
The span of predetermined threshold is for being greater than 0 and being less than 1.
Due to only can color distribution situation in evaluating objects picture and source picture by two color histograms, the position of each pixel in Target Photo and source picture can not be analyzed, therefore the catastrophe point (namely suddenly change pixel) of the further pixel value gathered in Target Photo of embodiment of the present invention needs is analyzed picture and is namely performed step S13 and S14, these sudden change pixels are that in Target Photo, zone boundary jumpy point occurs pixel value, the pixel on the profile of often UI.
Wherein, because the pixel value of the W sub-pixel of the UI of control is identical with the pixel value of the W sub-pixel in Target Photo, the pixel value thus only choosing R sub-pixel, G sub-pixel and B sub-pixel look occurs jumpyly to extract described sudden change pixel.
S14: the variance or the standard deviation that calculate the difference of multiple first pixel value and multiple second pixel value, and judge that when variance or standard deviation are zero the UI that control shows on first terminal and the UI shown in the second terminal matches.
The embodiment of the present invention can obtain described standard deviation by following relational expression,
δ = Σ i = 1 n ( z i - z ‾ ) 2 n - 1
Wherein, δ represents described standard deviation, z irepresent the pixel value of the pixel of i-th a certain color, represent the average pixel value of the pixel of n this color.
Standard deviation is the arithmetic square root of variance, can calculate described variance in conjunction with above-mentioned relation formula.
The similarity of mode to the UI of the control shown by Target Photo and source picture that the embodiment of the present invention adopts color histogram and collection sudden change pixel to combine is tested, thus realizes the automatic Verification to UI, to test the display effect of UI.
On the basis of the above, the embodiment of the present invention can utilize the display interface of UiAutomator instrument to first terminal to resolve, and according to whether successfully resolved adopts corresponding mode to obtain Target Photo.Specifically: for the situation of successfully resolved, resolve the display interface of first terminal to obtain the coordinate information of UI on this display interface, carry out image interception to obtain Target Photo to the region corresponding with coordinate information on the display interface of first terminal further, the mouse data mouse beacon that wherein can be issued by testing software is selected the region corresponding with this coordinate information and is carried out image interception again.And for resolve unsuccessfully and without the need to the situation of the display interface (namely no matter whether successfully resolving the display interface of first terminal) of resolving first terminal, the embodiment of the present invention can manually operating mouse at the UI (icon) of the display interface upper ledge selected control of first terminal, thus to this display interface carried out image interception to obtain Target Photo by frame favored area.
Further, corresponding test code is generated according to the Target Photo obtained.Based on this, at the test phase of code playback, the mode that the embodiment of the present invention obtains source picture can be:
Obtain test code corresponding to Target Photo, and in validation test code, comprise the coordinate information of UI on the display interface of first terminal or relative position information.Wherein, the positional information of UI on the display interface of first terminal when coordinate information is display interface successfully resolved to first terminal; Relative position information is the positional information of the UI selected at the display interface upper ledge of first terminal by manual operation mouse when not resolving the display interface of first terminal.
If comprise coordinate information in test code, then image interception is carried out to obtain source picture to the region corresponding with coordinate information on the display interface of the second terminal.
If comprise relative position information in test code, then to the display interface of the second terminal carries out image interception to obtain source picture to the region corresponding with relative position information.
Fig. 2 is the principle frame schematic diagram of UI test macro one embodiment of control of the present invention.As shown in Figure 2, the UI test macro of described control comprises:
Screen capture module 21, the UI for showing first terminal carries out image interception to obtain Target Photo, and carries out image interception to obtain source picture to the UI of the second terminal demonstration;
First computing module 22, for the color histogram of the color histogram and source picture that calculate Target Photo;
Second computing module 23, for calculating Pasteur's distance of the pixel value of Target Photo and source picture according to two color histograms;
Whether comparison module 24, be greater than predetermined threshold for comparing Pasteur's distance;
Acquisition module 25, for compare at comparison module 24 obtain Pasteur's distance be greater than predetermined threshold time, obtain position and first pixel value of multiple sudden change pixel on Target Photo, and the second pixel value of the pixel of this position on the picture of source, sudden change pixel is the pixel on the profile of UI;
3rd computing module 26, for calculating variance or the standard deviation of the difference of multiple first pixel value and multiple second pixel value, represents that when variance or standard deviation are zero the UI that control shows on first terminal and the UI shown in the second terminal matches.Certainly, the result output module 27 shown in Fig. 2 that the present embodiment can be comprised by test macro outputs test result.
Wherein, the mode that screen capture module 21 obtains Target Photo can be: screen capture module 21 resolves the display interface of first terminal to obtain the coordinate information of UI on display interface, and carries out image interception to obtain Target Photo to the region corresponding with coordinate information on this display interface.Or the UI that screen capture module 21 is selected at the display interface upper ledge of first terminal according to mouse, to the display interface of first terminal carried out image interception to obtain Target Photo by frame favored area.
The mode that screen capture module 21 obtains source picture can be: screen capture module 21 obtains test code corresponding to Target Photo, and comprises the coordinate information of UI on the display interface of first terminal or relative position information in validation test code; If comprise coordinate information, then screen capture module 21 carries out image interception to obtain source picture to the region corresponding with coordinate information on the display interface of the second terminal; If comprise relative position information, then screen capture module 21 is to the display interface of the second terminal carries out image interception to obtain source picture to the region corresponding with relative position information.
Alternatively, the second computing module 23 can obtain described Pasteur's distance by following relational expression,
P s d = Σ i = 1 n x i × y i
P sdrepresent Pasteur's distance, x irepresent the probability of i-th pixel at the color histogram of source picture, y irepresent the probability of i-th pixel at the color histogram of Target Photo.
The above-mentioned module correspondence of the test macro of the embodiment of the present invention performs the UI method of testing of the control of each embodiment above-mentioned, has the technique effect identical with it.
Should be understood that, the embodiment of above-mentioned test macro is only schematic, and a kind of logic function that is divided into of module divides, actual can have other dividing mode when realizing, such as two modules can be integrated in another system, or some features can be ignored, or do not perform.In addition, module connection each other can pass through some interfaces, also can be electrical or other form.Above-mentioned module, as the ingredient of test macro, can be may not be physical frame, both can be positioned at a place, also can be distributed in multiple network element, the form of software function frame both can be adopted to realize, the form of hardware also can be adopted to realize.
Such as shown in Fig. 3, described test macro can comprise at least one processor (such as CPU), at least one communication interface, storer and at least one communication bus.Processor is used for the executable module stored in execute store, such as computer program.Storer can comprise high-speed random access memory (RandomAccessMemory, RAM), also can comprise non-labile storer (non-volatilememory), such as at least one magnetic disk memory.Realize the communication connection between this test macro and at least one other equipment by least one communication interface, internet, wide area network, local network, Metropolitan Area Network (MAN) etc. can be used.Store programmed instruction in described storer, this programmed instruction can be executed by processor.Wherein, this programmed instruction can comprise the modules of the test macro pointed out in the embodiment of the present invention, and the concrete implementation of modules see the corresponding contents in the above embodiment of the present invention, can repeat no more herein.
In addition, if the above-mentioned functions of the embodiment of the present invention using the form of SFU software functional unit realize and as independently production marketing or use time, can be stored in a computer read/write memory medium, namely the embodiment of the present invention can embody with the form of software product, and it comprises all or part of step of some instructions in order to make a computer equipment (can be personal computer, server or the network equipment etc.) perform method described in various embodiments of the present invention.
Again illustrate; the foregoing is only embodiments of the invention; not thereby the scope of the claims of the present invention is limited; every utilize instructions of the present invention and accompanying drawing content to do equivalent structure or equivalent flow process conversion; such as the be combineding with each other of technical characteristic between each embodiment; or be directly or indirectly used in other relevant technical fields, be all in like manner included in scope of patent protection of the present invention.

Claims (10)

1. a user interface UI method of testing for control, is characterized in that, comprising:
Image interception is carried out to obtain Target Photo to the UI of first terminal display, and image interception is carried out to obtain source picture to the described UI of the second terminal demonstration;
Calculate the color histogram of described Target Photo and described source picture, and calculate Pasteur's distance of the pixel value of described Target Photo and described source picture according to two described color histograms;
When described Pasteur's distance is greater than predetermined threshold, obtain position and first pixel value of multiple sudden change pixel on described Target Photo, and the second pixel value of the pixel of described position on the picture of described source, wherein said sudden change pixel is the pixel on the profile of described UI;
Calculate variance or the standard deviation of the difference of multiple described first pixel value and multiple described second pixel value, and judge that when described variance or standard deviation are zero the UI that described control shows on described first terminal and the UI shown in described second terminal matches.
2. method according to claim 1, is characterized in that, the described UI to first terminal display carries out image interception and comprises with the step obtaining Target Photo:
Resolve the display interface of first terminal to obtain the coordinate information of UI on described display interface;
Image interception is carried out to obtain Target Photo to the region corresponding with described coordinate information on the display interface of described first terminal.
3. method according to claim 1, is characterized in that, the described UI to first terminal display carries out image interception and comprises with the step obtaining Target Photo:
Selected the UI of described control at the display interface upper ledge of first terminal by mouse;
To described display interface carried out image interception to obtain Target Photo by frame favored area.
4. method according to claim 1, is characterized in that, the described described UI to the second terminal demonstration carries out image interception and comprises with the step obtaining source picture:
Obtain the test code that described Target Photo is corresponding, and verify in described test code and comprise the coordinate information of described UI on the display interface of described first terminal or relative position information;
If comprise described coordinate information, then image interception is carried out to obtain source picture to the region corresponding with described coordinate information on the display interface of described second terminal;
If comprise described relative position information, then to the display interface of described second terminal carries out image interception to obtain described source picture to the region corresponding with described relative position information.
5. method according to claim 1, is characterized in that, is obtained Pasteur's distance of the pixel value of described Target Photo and described source picture by following relational expression,
P s d = Σ i = 1 n x i × y i
Wherein, described P sdrepresent described Pasteur's distance, described x irepresent the probability of i-th pixel at the color histogram of described source picture, described y irepresent the probability of described i-th pixel at the color histogram of described Target Photo.
6. a user interface UI test macro for control, is characterized in that, comprising:
Screen capture module, the UI for showing first terminal carries out image interception to obtain Target Photo, and carries out image interception to obtain source picture to the described UI of the second terminal demonstration;
First computing module, for the color histogram of the color histogram and described source picture that calculate described Target Photo;
Second computing module, for calculating Pasteur's distance of the pixel value of described Target Photo and described source picture according to two described color histograms;
Whether comparison module, be greater than predetermined threshold for more described Pasteur's distance;
Acquisition module, for compare at described comparison module obtain described Pasteur's distance be greater than described predetermined threshold time, obtain position and first pixel value of multiple sudden change pixel on described Target Photo, and the second pixel value of the pixel of described position on the picture of described source, wherein said sudden change pixel is the pixel on the profile of described UI;
3rd computing module, for calculating variance or the standard deviation of the difference of multiple described first pixel value and multiple described second pixel value, represent the UI that described control shows on described first terminal when described variance or standard deviation are zero and the UI that shows in described second terminal matches.
7. system according to claim 6, it is characterized in that, described screen capture module for resolving the display interface of described first terminal to obtain the coordinate information of described UI on described display interface, and carries out image interception to obtain described Target Photo to the region corresponding with described coordinate information on the display interface of described first terminal.
8. system according to claim 6, it is characterized in that, described screen capture module is used for the UI that selects at the display interface upper ledge of described first terminal according to mouse, to the display interface of described first terminal carries out image interception to obtain described Target Photo by frame favored area.
9. system according to claim 6, it is characterized in that, described screen capture module for obtaining test code corresponding to described Target Photo, and is verified in described test code and is comprised the coordinate information of described UI on the display interface of described first terminal or relative position information; If comprise described coordinate information, then described screen capture module carries out image interception to obtain source picture to the region corresponding with described coordinate information on the display interface of described second terminal; If comprise described relative position information, then described screen capture module is to the display interface of described second terminal carries out image interception to obtain described source picture to the region corresponding with described relative position information.
10. system according to claim 6, is characterized in that, described second computing module obtains Pasteur's distance of the pixel value of described Target Photo and described source picture by following relational expression,
P s d = Σ i = 1 n x i × y i
Wherein, described P sdrepresent described Pasteur's distance, described x irepresent the probability of i-th pixel at the color histogram of described source picture, described y irepresent the probability of described i-th pixel at the color histogram of described Target Photo.
CN201510666156.8A 2015-10-14 2015-10-14 UI (user interface) testing method and system for control Active CN105302413B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510666156.8A CN105302413B (en) 2015-10-14 2015-10-14 UI (user interface) testing method and system for control

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510666156.8A CN105302413B (en) 2015-10-14 2015-10-14 UI (user interface) testing method and system for control

Publications (2)

Publication Number Publication Date
CN105302413A true CN105302413A (en) 2016-02-03
CN105302413B CN105302413B (en) 2020-11-13

Family

ID=55199734

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510666156.8A Active CN105302413B (en) 2015-10-14 2015-10-14 UI (user interface) testing method and system for control

Country Status (1)

Country Link
CN (1) CN105302413B (en)

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106021108A (en) * 2016-05-19 2016-10-12 努比亚技术有限公司 Application program testing device, mobile terminal and method
CN106598846A (en) * 2016-11-29 2017-04-26 上海亿账通互联网科技有限公司 Application interface test method and apparatus
CN108509343A (en) * 2018-04-04 2018-09-07 浙江小泰科技有限公司 Automated testing method based on image recognition technology and system
CN109117358A (en) * 2017-06-23 2019-01-01 百度在线网络技术(北京)有限公司 test method and test device for electronic equipment
CN111580902A (en) * 2020-04-20 2020-08-25 微梦创科网络科技(中国)有限公司 Mobile terminal element positioning method and system based on picture analysis
CN111694758A (en) * 2020-08-04 2020-09-22 西安闻泰电子科技有限公司 Test code automatic generation method and device, computer equipment and storage medium
CN113409330A (en) * 2021-06-03 2021-09-17 青岛海尔科技有限公司 Method, device and equipment for image automatic testing
WO2024041443A1 (en) * 2022-08-24 2024-02-29 京东方科技集团股份有限公司 Display interface testing method and apparatus, storage medium and electronic device

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030063302A1 (en) * 2001-09-07 2003-04-03 Kurt Munger Testing means and process for controlling offset and digital printing
CN104133665A (en) * 2013-11-19 2014-11-05 腾讯科技(深圳)有限公司 Image detection based positioning method and device
CN104794048A (en) * 2014-01-17 2015-07-22 阿里巴巴集团控股有限公司 Automatic UI testing method and system
CN104866414A (en) * 2014-02-24 2015-08-26 腾讯科技(深圳)有限公司 Method, device and system for testing application program

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030063302A1 (en) * 2001-09-07 2003-04-03 Kurt Munger Testing means and process for controlling offset and digital printing
CN104133665A (en) * 2013-11-19 2014-11-05 腾讯科技(深圳)有限公司 Image detection based positioning method and device
CN104794048A (en) * 2014-01-17 2015-07-22 阿里巴巴集团控股有限公司 Automatic UI testing method and system
CN104866414A (en) * 2014-02-24 2015-08-26 腾讯科技(深圳)有限公司 Method, device and system for testing application program

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
阮一峰: "《相似图片搜索的原理(二)》", 《HTTP://WWW.RUANYIFENG.COM/BLOG/2013/03/SIMILAR_IMAGE_SEARCH_PART_II.HTML》 *

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106021108A (en) * 2016-05-19 2016-10-12 努比亚技术有限公司 Application program testing device, mobile terminal and method
CN106021108B (en) * 2016-05-19 2018-11-20 努比亚技术有限公司 application testing device, mobile terminal and method
CN106598846A (en) * 2016-11-29 2017-04-26 上海亿账通互联网科技有限公司 Application interface test method and apparatus
CN106598846B (en) * 2016-11-29 2018-03-16 上海壹账通金融科技有限公司 Application interface method of testing and device
CN109117358A (en) * 2017-06-23 2019-01-01 百度在线网络技术(北京)有限公司 test method and test device for electronic equipment
CN108509343A (en) * 2018-04-04 2018-09-07 浙江小泰科技有限公司 Automated testing method based on image recognition technology and system
CN111580902A (en) * 2020-04-20 2020-08-25 微梦创科网络科技(中国)有限公司 Mobile terminal element positioning method and system based on picture analysis
CN111580902B (en) * 2020-04-20 2024-01-26 微梦创科网络科技(中国)有限公司 Mobile terminal element positioning method and system based on picture analysis
CN111694758A (en) * 2020-08-04 2020-09-22 西安闻泰电子科技有限公司 Test code automatic generation method and device, computer equipment and storage medium
CN111694758B (en) * 2020-08-04 2024-01-16 西安闻泰电子科技有限公司 Test code automatic generation method, device, computer equipment and storage medium
CN113409330A (en) * 2021-06-03 2021-09-17 青岛海尔科技有限公司 Method, device and equipment for image automatic testing
WO2024041443A1 (en) * 2022-08-24 2024-02-29 京东方科技集团股份有限公司 Display interface testing method and apparatus, storage medium and electronic device

Also Published As

Publication number Publication date
CN105302413B (en) 2020-11-13

Similar Documents

Publication Publication Date Title
CN105302413A (en) UI test method and system for control
Hamledari et al. Automated computer vision-based detection of components of under-construction indoor partitions
CN109325538B (en) Object detection method, device and computer-readable storage medium
JP2021103555A (en) Image detection method, device, electronic apparatus, storage medium, and program
US11810460B2 (en) Automatic generation of pedestrians in virtual simulation of roadway intersections
CN108304243B (en) Interface generation method and device, computer equipment and storage medium
US20210248760A1 (en) Feature processing method and device for motion trajectory, and computer storage medium
CN110442510A (en) A kind of page properties acquisition methods, device and computer equipment, storage medium
CN111310155A (en) System architecture for automatic identification of slider verification code and implementation method
CN105354138A (en) Method for determining specific control attribute of mobile phone page
CN111738252B (en) Text line detection method, device and computer system in image
CN109213465B (en) Multi-display identification method and system for education operation system
CN110581856A (en) malicious code detection method and system
CN113704111A (en) Page automatic testing method, device, equipment and storage medium
CN110858302A (en) System and method for editing monitoring script in picture image
CN109145812A (en) Squatter building monitoring method and device
CN105302715A (en) Application user interface acquisition method and apparatus
WO2015191678A1 (en) Performing and communicating sheet metal simulations employing a combination of factors
CN109144622B (en) Interface display method, terminal and storage medium
US10055811B2 (en) System and method for generating interactive 2D projection of 3D model
JP7069076B2 (en) Information processing equipment, information processing systems, and programs
CN109241635B (en) House type analysis method and device
CN108802512B (en) Power distribution system test method and device
US10514779B2 (en) System and method for measuring association between screen resolution and mouse movement speed, recording medium, and computer program product
CN105157681A (en) Indoor positioning method, indoor positioning device, camera and server

Legal Events

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