CN106168922A - Method of testing that a kind of terminal interface shows and device - Google Patents

Method of testing that a kind of terminal interface shows and device Download PDF

Info

Publication number
CN106168922A
CN106168922A CN201610509580.6A CN201610509580A CN106168922A CN 106168922 A CN106168922 A CN 106168922A CN 201610509580 A CN201610509580 A CN 201610509580A CN 106168922 A CN106168922 A CN 106168922A
Authority
CN
China
Prior art keywords
interface
image
frame
terminal
field 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.)
Pending
Application number
CN201610509580.6A
Other languages
Chinese (zh)
Inventor
刘子甲
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.)
Beijing Baidu Netcom Science and Technology Co Ltd
Original Assignee
Beijing Baidu Netcom Science and Technology 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 Beijing Baidu Netcom Science and Technology Co Ltd filed Critical Beijing Baidu Netcom Science and Technology Co Ltd
Priority to CN201610509580.6A priority Critical patent/CN106168922A/en
Publication of CN106168922A publication Critical patent/CN106168922A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • G06F11/3684Test management for test design, e.g. generating new test cases
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/36Preventing errors by testing or debugging software
    • G06F11/3668Software testing
    • G06F11/3672Test management
    • G06F11/3688Test management for test execution, e.g. scheduling of test suites

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The embodiment of the invention discloses method of testing and device that a kind of terminal interface shows.The method includes: drives terminal to perform application software testing use-case and generates interface to render, and performs interface image recording;Obtain the test image that described terminal is recorded;Described image is carried out graphical analysis, to determine the interface display parameter of described test case.It is bigger that the embodiment of the present invention solves the existing terminal interface display human cost that need to put into of test, and omission also can be there is in the observation of people, and the skimble-scamble problem of deposit index of different people, achieve and reduce the terminal interface required human cost put into of display detection, and improve concordance and the effect of reliability of examination criteria.

Description

Method of testing that a kind of terminal interface shows and device
Technical field
The present embodiments relate to image procossing and measuring technology, particularly relate to the method for testing that a kind of terminal interface shows And device.
Background technology
At present, the intelligent terminal such as mobile phone and panel computer has been the common tool of people's live and work, the various 3rd Application software developer of side also develops various application software, is applied to all types of intelligent terminal.Due to all types of The difference of intelligent terminal, the such as difference of the factor such as screen hardware size and display properties so that same application software is in difference Intelligent terminal can present different display effects.
The problems referred to above require that application software possesses the ability of self-adaptative adjustment display effect to different intelligent terminal, it was also proposed that The demand that application software is tested at the display interface of different intelligent terminal.That is, before application software is issued, need In different intelligent terminal, it is carried out the effect that self-adaptative adjustment shows test.In prior art, mainly pass through technology Application software to be measured is run on different terminals by personnel, and then artificial observation display effect realizes.
Existing detection technique naturally there are following technological deficiency: the human cost that test need to put into is relatively big, and people Also omission, and the skimble-scamble problem of deposit index of different people can be there is in observation.
Summary of the invention
The embodiment of the present invention provides the method for testing that show of a kind of terminal interface and device, in order to reduce the required input of detection Human cost, and improve the concordance of examination criteria and reliability.
First aspect, embodiments provides the detection method that a kind of terminal interface shows, including:
Drive terminal to perform application software testing use-case and generate interface to render, and perform interface image recording;
Obtain the test image that described terminal is recorded;
Described image is carried out graphical analysis, to determine the interface display parameter of described test case.
Further, described image is carried out graphical analysis, to determine that the interface display parameter of described test case includes:
Described image is carried out frame fractionation;
Consecutive frame image is compared, with getting frame similarity;
If current frame image reaches the first setting threshold value with the frame similarity of previous frame image, it is determined that described previous Two field picture is that interface has rendered frame;
Duration is rendered according to what described interface had rendered that frame determines described interface.
Further, described image carries out frame fractionation include:
According to setting time interval, described image is carried out frame fractionation.
Further, described image is carried out graphical analysis, to determine that the interface display parameter of described test case includes:
Obtain from described image and rendered frame;
The described two field picture having rendered frame is compared with reference frame image, to determine the differentiation bits in two field picture Put;
Using described difference position as interface display parameter, highlight.
Further, the described two field picture having rendered frame is compared with reference frame image, to determine in two field picture Difference position include:
By the described two field picture having rendered frame with reference frame image according to setting regular partition as at least two region;
Two field picture in each region is carried out pixel comparison;
If the pixel similarity in region is less than the second setting threshold value, it is determined that described region is difference position.
Further, drive terminal to perform application software testing use-case and generate interface to render, and perform interface image record System includes:
Drive terminal to open browser, and in the address field of browser, input the access of application software testing use-case Location, carries out web page access triggering described browser, renders generation interface, and starts to perform interface image from input reference address Record.
Second aspect, the embodiment of the present invention additionally provides the detection device that a kind of terminal interface shows, this detection device bag Include:
Drive module, be used for driving terminal to perform application software testing use-case and generate interface to render, and perform surface chart Image transcription;
Acquisition module, for obtaining the test image that described terminal is recorded;
Analyze module, for described image being carried out graphical analysis, to determine the interface display parameter of described test case.
Further, described analysis module includes:
Split cells, for carrying out frame fractionation by described image;
Comparing unit, for comparing consecutive frame image, with getting frame similarity;
Interface has rendered frame and has determined unit, if reaching for the frame similarity of current frame image and previous frame image One sets threshold value, it is determined that described previous frame image is that interface has rendered frame;
Render duration and determine unit, render duration for rendered that frame determines described interface according to described interface.
Further, described split cells includes:
Subelement is split, for according to setting time interval, described image being carried out frame fractionation Deng duration.
Further, described analysis module includes:
Render frame acquiring unit, render frame for obtaining from described image;
Two field picture comparing unit, for comparing the described two field picture having rendered frame with reference frame image, with really Difference position in framing image;
Highlight unit, be used for described difference position as interface display parameter, highlight.
Further, described two field picture comparing unit includes:
Region divides subelement, for being drawn according to setting rule with reference frame image by the described two field picture having rendered frame It is divided at least two region;
Pixel comparer unit, for carrying out pixel comparison to the two field picture in each region;
Difference position determines subelement, if the pixel similarity in region is less than the second setting threshold value, then Determine that described region is for difference position.
Further, described driving module includes:
Browser driver element, is used for driving terminal to open browser, and input application is soft in the address field of browser The reference address of part test case, carries out web page access triggering described browser, renders generation interface, and from input access Location starts to perform interface image and records.
The present invention generates interface by driving terminal to perform application software testing use-case to render, and performs interface image record System;Obtain the test image that described terminal is recorded;Described image is carried out graphical analysis, to determine the interface of described test case Display parameters, solve the display of existing terminal interface and test the human cost that need to put into relatively greatly, and the observation of people also can exist Omit, and the skimble-scamble problem of deposit index of different people, it is achieved that reduce the terminal interface required people put into of display detection Power cost, and improve concordance and the effect of reliability of examination criteria.
Accompanying drawing explanation
Fig. 1 is the flow chart of the detection method that a kind of terminal interface in the embodiment of the present invention one shows;
Fig. 2 is the flow chart of the detection method that a kind of terminal interface in the embodiment of the present invention two shows;
Fig. 3 is the structure chart of the detection device that a kind of terminal interface in the embodiment of the present invention three shows.
Detailed description of the invention
The present invention is described in further detail with embodiment below in conjunction with the accompanying drawings.It is understood that this place is retouched The specific embodiment stated is used only for explaining the present invention, rather than limitation of the invention.It also should be noted that, in order to just Part related to the present invention is illustrate only rather than entire infrastructure in description, accompanying drawing.
Embodiment one
Fig. 1 is the flow chart of the detection method that a kind of terminal interface that the embodiment of the present invention one provides shows, the present embodiment The interface display being applicable to need to carry out the intelligent terminal such as different types of mobile phone or panel computer application software is examined Situation about surveying, the detection device that the method can be shown by terminal interface performs, and wherein this device can be by software and/or hard Part realizes.With reference to Fig. 1, the detection method that the terminal interface that the present embodiment provides shows specifically may include that
S110, driving terminal perform application software testing use-case and generate interface to render, and perform interface image recording.
Specifically, described application software testing use-case can be browser application, it is also possible to for other client application.Right In browser application, can be tested it and access various different web sites, such as, access Baidu's map.Automatization's framework journey can be utilized Sequence drives terminal automatically to perform application software testing use-case, and interface image is recorded, thus substitutes manual operation.Drive terminal Execution application software testing use-case, while rendering generation interface, drives terminal to perform interface image and records.
Optionally, when described application software testing use-case is browser application, described driving terminal performs application software Test case is to render generation interface, and performs interface image and record and include: drive terminal to open browser, and at browser Address field inputs the reference address of application software testing use-case, carries out web page access triggering described browser, render generation Interface, and start to perform interface image recording from input reference address.Certainly, described driving terminal performs application software testing use Example with render generation interface, and perform interface image record can also include: drive terminal perform application software triggering command, wash with watercolours Dye generates this interface corresponding to application software triggering command, and starts to perform interface from inputting described application software triggering command Picture recording.
S120, obtain described terminal record test image.
This operation can be that the screen to terminal carries out sectional drawing video recording, specifically, is obtained from input reference address to generating The test image of the whole process of the web interface corresponding to this reference address;Described test image can be recorded by described terminal. Optionally, described test image can also be right to generating this application software triggering command for from input application software triggering command The test image of the whole process at the interface answered.
S130, described image is carried out graphical analysis, to determine the interface display parameter of described test case.
Optionally, described image is carried out graphical analysis, to determine that the interface display parameter of described test case includes:
Described image is carried out frame fractionation.
Optionally, described image carries out frame fractionation include: according to setting time interval, described image is carried out frame and tears open Point.Specifically, described test image is carried out frame fractionation according to setting time interval, thus obtains the two field picture of identical duration.
Consecutive frame image is compared, with getting frame similarity.
Specifically, acquired frame similarity may be used to determine interface and rendered frame.Consecutive frame image is compared, With getting frame similarity, frame similarity is the highest, then show that two two field pictures compared more tend towards stability, i.e. closer to interface wash with watercolours Contaminate frame.
If current frame image reaches the first setting threshold value with the frame similarity of previous frame image, it is determined that described previous Two field picture is that interface has rendered frame.
Specifically, if presetting described first to set threshold value as 90%, through two field picture comparison, if present frame figure Picture and the frame similarity of previous frame image reach the first set setting threshold value 90%, it is determined that described previous frame image is Interface has rendered frame.
Duration is rendered according to what described interface had rendered that frame determines described interface.
Specifically, the duration that renders at described interface can be to have rendered frame from input reference address to generating described interface Between duration;The duration that renders at described interface can also be for rendering to generating described interface from input application software triggering command Complete the duration between frame.
The technical scheme of the present embodiment generates interface by driving terminal to perform application software testing use-case to render, and holds Row interface image is recorded;Obtain the test image that described terminal is recorded;Described image is carried out graphical analysis, to determine described survey The interface display parameter of example on probation, solves the display of existing terminal interface and tests the human cost that need to put into relatively greatly, and people Also can there is omission, and the skimble-scamble problem of deposit index of different people in observation, it is achieved that reduce terminal interface display detection The required human cost put into, and improve concordance and the effect of reliability of examination criteria.Those skilled in the art can manage Solving, the present embodiment is specifically for testing the time parameter that interface completes to render, but can also be carried out by the image recorded Analyze, obtain interface and render other parameters of aspect, such as finer in which area consumption time more grade in render process The analytical data changed.
Embodiment two
Fig. 2 is the flow chart of the detection method that a kind of terminal interface that the embodiment of the present invention two provides shows, the present embodiment Propose the optional technical scheme highlighting difference position on terminal interface, be applicable to need mobile phone or panel computer Carry out situation about detecting Deng the interface display of intelligent terminal, the detection device that the method can be shown by terminal interface performs, Wherein this device can be realized by software and/or hardware.With reference to Fig. 2, the inspection that a kind of terminal interface that the present embodiment provides shows Survey method specifically may include steps of:
S210, driving terminal perform application software testing use-case and generate interface to render, and perform interface image recording.
S220, obtain described terminal record test image.
S230, from described image obtain rendered frame.
Optionally, using two way classification to obtain from described test image and rendered frame, its detailed process is: assume described A length of X when test image is total, the two field picture first choosing the X/2 moment compares to obtain two frames with adjacent previous frame image The frame similarity of image, if described frame similarity up to predetermined threshold value, it is determined that described previous frame image is for having rendered frame; Otherwise, continue to choose 3X/4,7X/8,15X/16 ... the two field picture in moment, and rendered frame according to preceding method acquisition.Adopt Can obtain from described test image rapidly with two way classification and render frame.
S240, the described two field picture having rendered frame is compared with reference frame image, to determine the district in two field picture Other position.
Optionally, the described two field picture having rendered frame is compared with reference frame image, to determine in two field picture Difference position includes:
By the described two field picture having rendered frame with reference frame image according to setting regular partition as at least two region.
Specifically, described reference frame image can be the pre-rendered good standard frame image as image comparison basis; Can also be two field picture sectional drawing selected in certain test process, this two field picture sectional drawing shows well on terminal interface, because of And can be used as image comparison basis.According to setting rule, the described two field picture having rendered frame is divided into reference frame image At least two region.
Two field picture in each region is carried out pixel comparison.
Specifically, the two field picture in each region is carried out pixel comparison.The comparison area of described two field picture is the most, needs The pixel compared is the most, and then the Detection results that described terminal interface shows is the most obvious.
If the pixel similarity in region is less than the second setting threshold value, it is determined that described region is difference position.
Specifically, after the two field picture in each region is carried out pixel comparison, if the pixel phase in described region Like degree less than the second setting threshold value, the most described second sets threshold value is set to 50%, then determine that described region For difference position.
S250, using described difference position as interface display parameter, highlight.
Specifically, using described difference position as terminal interface display parameters, highlight.Optionally, described Described difference position it is highlighted, to reach to highlight the purpose of described difference position on terminal interface.The district highlighted Territory, can be used for reminding tester to pay close attention to this position.
The technical scheme of the present embodiment generates interface by driving terminal to perform application software testing use-case to render, and holds Row interface image is recorded;Obtain the test image that described terminal is recorded;Obtain from described test image and rendered frame;By institute State and rendered the two field picture of frame and compare with reference frame image, to determine the difference position in two field picture;By described difference Position, as interface display parameter, highlights on terminal interface, and solving the display test of existing terminal interface needs to throw The human cost entered is relatively big, and the observation of people also can exist omission, and the skimble-scamble problem of deposit index of different people, real Show and reduced the terminal interface required human cost put into of display detection, and improved concordance and the effect of reliability of examination criteria Really.
Embodiment three
Fig. 3 is the structure chart of the detection device that a kind of terminal interface in the embodiment of the present invention three shows, the present embodiment can It is applicable to the situation that the interface display of the intelligent terminal such as mobile phone or panel computer is detected.With reference to Fig. 3, the present embodiment The structure of the detection device that the terminal interface provided shows specifically can be such that
Drive module 310, be used for driving terminal to perform application software testing use-case and generate interface to render, and perform interface Picture recording;
Acquisition module 320, for obtaining the test image that described terminal is recorded;
Analyze module 330, for described image is carried out graphical analysis, to determine that the interface display of described test case is joined Number.
Optionally, described analysis module includes:
Split cells, for carrying out frame fractionation by described image;
Comparing unit, for comparing consecutive frame image, with getting frame similarity;
Interface has rendered frame and has determined unit, if reaching for the frame similarity of current frame image and previous frame image One sets threshold value, it is determined that described previous frame image is that interface has rendered frame;
Render duration and determine unit, render duration for rendered that frame determines described interface according to described interface.
Optionally, described split cells includes:
Subelement is split, for according to setting time interval, described image being carried out frame fractionation Deng duration.
Optionally, described analysis module includes:
Render frame acquiring unit, render frame for obtaining from described image;
Two field picture comparing unit, for comparing the described two field picture having rendered frame with reference frame image, with really Difference position in framing image;
Highlight unit, be used for described difference position as interface display parameter, highlight.
Optionally, described two field picture comparing unit includes:
Region divides subelement, for being drawn according to setting rule with reference frame image by the described two field picture having rendered frame It is divided at least two region;
Pixel comparer unit, for carrying out pixel comparison to the two field picture in each region;
Difference position determines subelement, if the pixel similarity in region is less than the second setting threshold value, then Determine that described region is for difference position.
Optionally, described driving module includes:
Browser driver element, is used for driving terminal to open browser, and input application is soft in the address field of browser The reference address of part test case, carries out web page access triggering described browser, renders generation interface, and from input access Location starts to perform interface image and records.
The detection device that the terminal interface that the present embodiment provides shows, terminal circle provided with any embodiment of the present invention The detection method that face shows belongs to same inventive concept, and the terminal interface that can perform any embodiment of the present invention is provided shows Detection method, possesses and performs the corresponding functional module of detection method and the beneficial effect that terminal interface shows.Not at the present embodiment In the ins and outs of detailed description, the detection method that the terminal interface that can be found in any embodiment of the present invention provides shows.
Note, above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that The invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious change, Readjust and substitute without departing from protection scope of the present invention.Therefore, although by above example, the present invention is carried out It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also Other Equivalent embodiments more can be included, and the scope of the present invention is determined by scope of the appended claims.

Claims (12)

1. the detection method that a terminal interface shows, it is characterised in that including:
Drive terminal to perform application software testing use-case and generate interface to render, and perform interface image recording;
Obtain the test image that described terminal is recorded;
Described image is carried out graphical analysis, to determine the interface display parameter of described test case.
Method the most according to claim 1, it is characterised in that described image is carried out graphical analysis, to determine described survey The interface display parameter of example on probation includes:
Described image is carried out frame fractionation;
Consecutive frame image is compared, with getting frame similarity;
If current frame image reaches the first setting threshold value with the frame similarity of previous frame image, it is determined that described former frame figure As having rendered frame for interface;
Duration is rendered according to what described interface had rendered that frame determines described interface.
Method the most according to claim 2, it is characterised in that described image is carried out frame fractionation and includes:
According to setting time interval, described image is carried out frame fractionation.
Method the most according to claim 1, it is characterised in that described image is carried out graphical analysis, to determine described survey The interface display parameter of example on probation includes:
Obtain from described image and rendered frame;
The described two field picture having rendered frame is compared with reference frame image, to determine the difference position in two field picture;
Using described difference position as interface display parameter, highlight.
Method the most according to claim 4, it is characterised in that by the described two field picture having rendered frame and reference frame image Compare, to determine that the difference position in two field picture includes:
By the described two field picture having rendered frame with reference frame image according to setting regular partition as at least two region;
Two field picture in each region is carried out pixel comparison;
If the pixel similarity in region is less than the second setting threshold value, it is determined that described region is difference position.
Method the most according to claim 1, it is characterised in that drive terminal to perform application software testing use-case to render life Become interface, and perform interface image record include:
Terminal is driven to open browser, and the reference address of input application software testing use-case in the address field of browser, with Trigger described browser and carry out web page access, render generation interface, and start to perform interface image recording from input reference address.
7. the detection device that a terminal interface shows, it is characterised in that including:
Drive module, be used for driving terminal to perform application software testing use-case and generate interface to render, and perform interface image record System;
Acquisition module, for obtaining the test image that described terminal is recorded;
Analyze module, for described image being carried out graphical analysis, to determine the interface display parameter of described test case.
Device the most according to claim 7, it is characterised in that described analysis module includes:
Split cells, for carrying out frame fractionation by described image;
Comparing unit, for comparing consecutive frame image, with getting frame similarity;
Interface has rendered frame and has determined unit, sets if reaching first for the frame similarity of current frame image and previous frame image Determine threshold value, it is determined that described previous frame image is that interface has rendered frame;
Render duration and determine unit, render duration for rendered that frame determines described interface according to described interface.
Device the most according to claim 8, it is characterised in that described split cells includes:
Subelement is split, for according to setting time interval, described image being carried out frame fractionation Deng duration.
Device the most according to claim 7, it is characterised in that described analysis module includes:
Render frame acquiring unit, render frame for obtaining from described image;
Two field picture comparing unit, for comparing the described two field picture having rendered frame with reference frame image, to determine frame Difference position in image;
Highlight unit, be used for described difference position as interface display parameter, highlight.
11. devices according to claim 10, it is characterised in that described two field picture comparing unit includes:
Region divides subelement, for by the described two field picture having rendered frame and reference frame image according to set regular partition as At least two region;
Pixel comparer unit, for carrying out pixel comparison to the two field picture in each region;
Difference position determines subelement, if the pixel similarity in region is less than the second setting threshold value, it is determined that Described region is difference position.
12. devices according to claim 7, it is characterised in that described driving module includes:
Browser driver element, is used for driving terminal to open browser, and inputs application software survey in the address field of browser The reference address of example on probation, carries out web page access triggering described browser, renders generation interface, and open from input reference address Begin to perform interface image to record.
CN201610509580.6A 2016-06-30 2016-06-30 Method of testing that a kind of terminal interface shows and device Pending CN106168922A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610509580.6A CN106168922A (en) 2016-06-30 2016-06-30 Method of testing that a kind of terminal interface shows and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610509580.6A CN106168922A (en) 2016-06-30 2016-06-30 Method of testing that a kind of terminal interface shows and device

Publications (1)

Publication Number Publication Date
CN106168922A true CN106168922A (en) 2016-11-30

Family

ID=58065169

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610509580.6A Pending CN106168922A (en) 2016-06-30 2016-06-30 Method of testing that a kind of terminal interface shows and device

Country Status (1)

Country Link
CN (1) CN106168922A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109614317A (en) * 2018-11-12 2019-04-12 平安科技(深圳)有限公司 Electronic device, ui testing method and storage medium
CN109783351A (en) * 2018-12-13 2019-05-21 重庆金融资产交易所有限责任公司 Interface detection method, apparatus and computer readable storage medium

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103678069A (en) * 2013-12-23 2014-03-26 国家电网公司信息通信分公司 Cabinet server shelves-hitting performance testing equipment
CN104636255A (en) * 2015-02-14 2015-05-20 广州华多网络科技有限公司 Method and device for testing webpage application display effect
CN104679649A (en) * 2013-11-29 2015-06-03 腾讯科技(深圳)有限公司 Software fluency testing method and device
US20150378876A1 (en) * 2014-06-25 2015-12-31 Vmware, Inc. Visual graphical user interface verification

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104679649A (en) * 2013-11-29 2015-06-03 腾讯科技(深圳)有限公司 Software fluency testing method and device
CN103678069A (en) * 2013-12-23 2014-03-26 国家电网公司信息通信分公司 Cabinet server shelves-hitting performance testing equipment
US20150378876A1 (en) * 2014-06-25 2015-12-31 Vmware, Inc. Visual graphical user interface verification
CN104636255A (en) * 2015-02-14 2015-05-20 广州华多网络科技有限公司 Method and device for testing webpage application display effect

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109614317A (en) * 2018-11-12 2019-04-12 平安科技(深圳)有限公司 Electronic device, ui testing method and storage medium
CN109783351A (en) * 2018-12-13 2019-05-21 重庆金融资产交易所有限责任公司 Interface detection method, apparatus and computer readable storage medium

Similar Documents

Publication Publication Date Title
CN112532897B (en) Video clipping method, device, equipment and computer readable storage medium
CN111695430B (en) Multi-scale face detection method based on feature fusion and visual receptive field network
US20160062456A1 (en) Method and apparatus for live user recognition
Lei et al. Scale insensitive and focus driven mobile screen defect detection in industry
US20150125073A1 (en) Method and apparatus for processing image
CN110781839A (en) Sliding window-based small and medium target identification method in large-size image
CN103279744B (en) Imitation fingerprint detection methods based on multiple dimensioned three mode texture feature and system
CN106250831A (en) Image detecting method, device and the device for image detection
JP2012155455A (en) Image processing device and method, and program
CN110736748A (en) Immunohistochemical nuclear plasma staining section diagnosis method and system
CN102713934A (en) Method, device and computer program product for detecting objects in digital images
US20120249880A1 (en) Method and apparatus for detecting camera motion type in video
Wang et al. Accurate fiber orientation measurements in nonwovens using a multi-focus image fusion technique
CN105869148A (en) Target detection method and device
CN109035256A (en) User interface image cutting method, device, server and storage medium
CN106598388A (en) Mobile terminal and screen display method and system thereof
JP2020129439A (en) Information processing system and information processing method
CN109359029A (en) It is a kind of automate non-intrusion type Android apply accessible support detection method
CN106168922A (en) Method of testing that a kind of terminal interface shows and device
CN113506281B (en) Bridge crack detection method based on deep learning framework
CN107346417A (en) Method for detecting human face and device
JP5795916B2 (en) Image processing apparatus and image processing method
CN111198960A (en) Method and device for determining user portrait data, electronic equipment and storage medium
CN105611108A (en) Information processing method and electronic equipment
Nagrodzka-Godycka et al. State-of-the-art framework for high-speed camera and photogrammetric use in geometry evaluation of prestressed concrete failure process

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20161130

RJ01 Rejection of invention patent application after publication