CN106874684B - A kind of image labeling system and method - Google Patents
A kind of image labeling system and method Download PDFInfo
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- 238000002845 discoloration Methods 0.000 claims description 5
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- 238000004458 analytical method Methods 0.000 description 4
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
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Abstract
The invention discloses a kind of image labeling system and methods, including picture annotation equipment, pictures management device and picture checking device；Picture annotation equipment, for user to do not mark subject picture carry out figure, text, voice, cutting mark generate mark picture；Pictures management device, for to do not mark do not mark subject picture and mark picture picture storage, picture and mark image content resource excavated, to picture carry out content structure separation and classification it is regular, for set up subject picture picture library and mark picture library；Picture checking device checks the picture and content separation that do not mark subject picture and mark picture for meeting user.The present invention provides the mark that a kind of convenience carries out various ways to image graphic, the mutual exchange and conmmunication of information between more convenient people, convenient for the efficiency for improving user images mark and linking up.
Description
Technical field
The present invention relates to technical field of image processing more particularly to a kind of image labeling system and methods.
Background technique
It is known to generate medical image or report by various radial patterns or printing type in medicine, for
A large amount of visual informations, such as genomics, proteomics, histopathology and clinic are contained in medical image or report
The images such as test data and non-picture data.It is frequently necessary to be labeled medical image during Medical Image Processing
It is bright, however health care worker generally passes through picture and illustrates that isolated method is illustrated in the actual process, thus can not
Reach pinpoint specific aim explanation, in addition in communication process, fusion precipitating can not be carried out for the analytic explanation of image, it is difficult
To illustrate to share in company with picture with other people by annotation results, to also further reduced the efficiency of mark.
Summary of the invention
For the defects in the prior art, the present invention provides a kind of image labeling system and methods, mark image more
Add conveniently and can make mark fixed point, there are picture and text and a variety of notation methods of voice annotation, improves the efficiency and precision of mark,
Also so as to improving exchange and conmmunication between user.
To achieve the goals above, the technical solution used in the present invention is:
A kind of image labeling system, including picture annotation equipment, pictures management device and picture checking device；
Picture annotation equipment, it is raw to subject picture progress figure, text, voice, the mark of cutting is not marked for user
At mark picture；
Pictures management device, for not marking subject picture and marking the picture storage of picture, picture and mark to not marking
Note image content resource is excavated, is regular to picture progress content structure separation and classification, for setting up subject picture
Picture library and mark picture library；
Picture checking device looks into the picture and content separation that do not mark subject picture and mark picture for meeting user
It sees.
Picture annotation equipment includes that picture selection unit, picture mark unit, judging unit and determination unit, picture are chosen
Unit, which obtains picture in users' mobile end to generate, does not mark subject picture, and the picture selection unit will can mark in advance thematic map
Piece is loaded in mark picture operating space, and picture selection unit, which obtains picture in users' mobile end to generate, does not mark subject picture
The optional Photo Library for taking users' mobile end or users' mobile end (mobile phone or pad) carry out shooting photo immediately；Picture mark is single
Member generates initial mark picture to subject picture mark is not marked for user；Judging unit judges that user annotation is dynamic for obtaining
The beginning and end of work；Determination unit be used for according to judge the initial mark picture of user be determined as mark picture.
The picture mark unit includes that paintbrush mark, arrow mark, label character, voice annotation and mosaic mark,
Wherein voice annotation is used to be recorded to subject picture progress speech explanation mark is not marked by long-pressing voice recording button
Sound generates voice recording segment, and tagged speech clip durations after release, click can carry out listening for voice annotation recording and read,
It the operation such as can be dragged and be deleted to mark voice.
The pictures management device includes image store, image content structure separative unit, image content classification gauge
Whole unit and picture mark image content excavate unit, and wherein image store is used for not marking subject picture and mark figure
The storage of piece；Image content structure separative unit be used for do not mark subject picture and mark image content be converted to keyword or
Index, classify regular unit of image content are used for mark image content and do not mark subject picture and carry out classifying regular and classify
It collects；Picture mark image content excavates unit and obtains similar or association class mark picture as allowing propagation model for analyze
Interior intelligent reference example is enclosed, if analysis show that similar or association class mark picture cannot be propagated, then marking picture, only content is raw
Production can be shown in.
Since conventional pictures checking device is mostly mobile device, mobile device is often mobile phone or pad, in mobile device
Screen it is small so that do not mark subject picture and mark picture picture and content be easy overlapping, be not easy to check subject picture, and
In the present invention picture checking device can carry out to do not mark subject picture with mark picture separate, can individually check and not mark master
It inscribes picture and marks the picture and content of picture, and then complete looking at entirely to mark picture.
A kind of image labeling method, includes the following steps:
(1) picture in users' mobile end is obtained to generate by picture selection unit in picture annotation equipment and does not mark theme
Picture clicks marking types in picture mark unit, activates annotation tool, indicates the beginning of user annotation movement, picture mark
Unit marks any one or in which a few Xiang Renyi by paintbrush mark, arrow mark, label character, voice annotation and mosaic
In conjunction with being labeled the initial mark picture of generation, the initial mark figure that determination unit will be used to generate to not marking subject picture
Piece mark is as mark picture；
(2) it marks picture and does not mark the image store that subject picture is stored in pictures management device, scheme simultaneously
Piece content structure separative unit is used to be converted to keyword or index, image content point to picture and image content in mark picture
The regular unit of class will be for that will mark image content and the regular and classification that classify of mark picture collects, picture mark image content
Excavation unit carries out identification to the picture and text or mark of information in picture and is converted into text, and obtains similar or association class for analyzing
Mark picture as allow spread scope in intelligent reference example, such as analyze show that similar or association class mark picture cannot
It propagates, then marking picture, only contents production can be shown in；
(3) picture checking device can not mark subject picture and mark figure to image store in pictures management device
Picture and the content separation of piece are checked.
The paintbrush is noted for carrying out any paintbrush figure labeling to not marking subject picture, and can be to not marking theme
Picture amplifies, reduces, dragging, rotating, changing colour, delete operation；Arrow be noted for do not mark subject picture carry out arrow
Head figure labeling, and can be amplified to subject picture is not marked, reduce, drag, rotating, changing colour, delete operation；Label character
For to do not mark subject picture carry out explanatory note mark, and mark text can be shown with large and small two kinds of font sizes, can be to text
Callout box amplifies, reduces, delivery, rotation, text discoloration, delete operation；Voice annotation is used for not marking subject picture
Speech explanation mark is carried out, is recorded by long-pressing voice recording button, voice recording segment is generated after release, and mark
Sound bite duration, click can carry out listening for voice annotation recording and read, and can be dragged to mark voice, delete operation；Marseille
It gram is noted for carrying out stamp mark to not marking subject picture, stamp effect is shown in place of touch by gesture smearing, to horse
Sai Ke, which is marked, to be dragged, delete operation.
The label character and voice annotation mark or arrow mark or mosaic mark a step below in paintbrush, at this time can
Automatic positioning follows paintbrush mark or arrow mark or mosaic mark central point, indicates the mark explanation for this circle note.
Beneficial effects of the present invention: the present invention provides the mark that a kind of convenience carries out various ways to image graphic, more
Facilitate the mutual exchange and conmmunication of the information between people, convenient for the efficiency for improving user images mark and linking up.
Detailed description of the invention
Fig. 1 is the system structure diagram of image labeling in the present invention；
Fig. 2 is that picture marks cell schematics in the present invention；
Fig. 3 is picture annotation equipment schematic diagram of the present invention；
Fig. 4 is that picture selection unit carries out acquisition implementation example figure to picture in mobile terminal in picture annotation equipment of the present invention；
Fig. 5 is the flow chart of image labeling method in the present invention.
Specific embodiment
As shown in Figure 1, Figure 2 and Figure 3, a kind of image labeling system, image labeling system 10 include picture annotation equipment
100, pictures management device 110 and picture checking device 120；
Picture annotation equipment 100, for user to do not mark subject picture carry out figure, text, voice, cutting mark
Mark picture is generated, picture annotation equipment 100 includes picture selection unit 101, picture mark unit 102,103 and of judging unit
Determination unit 104, picture selection unit 101 obtain generating to picture in mobile terminal does not mark subject picture, the picture
Pre- mark subject picture can be loaded in mark picture operating space by selection unit 101, and picture selection unit 101 is in mobile terminal
Picture obtain generate do not mark the optional Photo Library for taking users' mobile end of subject picture or users' mobile end (mobile phone or
Pad shooting photo) is carried out immediately；Picture mark unit 102 generates initial mark to subject picture mark is not marked for user
Picture, the picture mark unit 102 include paintbrush mark 1021, arrow mark 1022, label character 1023, voice annotation
1024 and mosaic mark 1025, label character 1023, voice annotation 1024 paintbrush mark 1021 or arrow mark 1022 or
After the mark of mosaic mark 1025, automatic positioning follows paintbrush mark 1021 or arrow mark 1022 or mosaic mark
1025 central points indicate the mark explanation for this circle note；Judging unit 103 is used to obtain the beginning for judging user annotation movement
And end, judging unit 103 selects activation to terminate using with a complete mark movement according to annotation tool, available to sentence
Disconnected user starts over movement in mark subject picture editor movement using picture mark unit 102；Determination unit 104 is used for
According to judge the initial mark picture of user be determined as mark picture；
Pictures management device 110, for picture storage, picture and the mark figure for not marking subject picture and mark picture
Piece content resource is excavated, is regular to picture progress content structure separation and classification, for setting up subject picture picture
Library and mark picture library, because user need to carry out classified finishing for a large amount of pictures, convenient for the religion of subsequent band, as case and review,
The pictures management device 110 includes image store 1101, image content structure separative unit 1102, image content classification
Regular unit 1103 and picture mark image content excavate unit 1104, and wherein image store 1101 is used for not marking master
It inscribes picture and marks the storage of picture；Single 1102 yuan of image content structure separation is not for marking subject picture and mark picture
Content transformation is used for mark image content at keyword or index, the regular unit 1103 of image content classification and does not mark theme
The picture regular and classification that classify collects；Picture mark image content excavates unit 1104 and obtains similar or association for analyzing
The picture of class show that similar or association class mark picture cannot pass as the intelligent reference example allowed in spread scope, such as analysis
It broadcasts, then marking picture, only contents production can be shown in；
Picture checking device 120, for meeting user to the picture and content point for not marking subject picture and mark picture
From checking, picture checking device 120 can carry out being separated with mark picture to not marking subject picture, individually check subject picture or
Mark picture and content are taken down the exhibits, and then completion is look at subject picture and the complete of mark picture is not marked.
Since conventional pictures checking device 120 is mostly mobile device, mobile device is often mobile phone or pad, and movement is set
Screen in standby is small, so that not marking subject picture and marking picture and the easy overlapping of content of picture, is not easy to check thematic map
Piece, and in the present invention picture checking device 120 can carry out to do not mark subject picture with mark picture separate, can individually check
Subject picture is not marked and marks the picture and content of picture, and then completes looking at entirely to mark picture.
A kind of image labeling method, includes the following steps:
(1) acquisition generation is carried out to picture in users' mobile end by picture selection unit 101 in picture annotation equipment 100
Subject picture is not marked, clicks marking types in picture mark unit 102, judging unit 103 is for activating picture to mark unit
102, annotation tool module is in selected state, activates annotation tool, the beginning of user annotation movement, single 102 yuan of picture mark logical
It crosses paintbrush mark 1021, arrow mark 1022, label character 1023, voice annotation 1024 and mosaic and marks 1025 any one
Or in which several any combination are labeled the initial mark picture of generation to subject picture is not marked, the paintbrush mark 1021 is used
In carrying out any paintbrush figure labeling 1021 to not marking subject picture, and can amplify, reduce to subject picture is not marked,
Dragging, rotation, discoloration, delete operation, arrow mark 1022 for do not mark subject picture carry out arrow figure labeling 1022,
And it can be amplified to subject picture is not marked, reduce, drag, rotating, changing colour, delete operation；Label character 1023 for pair
Subject picture is not marked and carries out explanatory note mark, and marks text to show with large and small two kinds of font sizes, it can be to label character frame
Amplify, reduce, delivery, rotation, text discoloration, delete operation, voice annotation 1024 be used for do not mark subject picture into
Row speech explanation mark, is recorded by long-pressing voice recording button, voice recording segment is generated after release, and mark language
Sound clip durations, click can carry out listening for voice annotation recording and read, and can be dragged to mark voice, delete operation, mosaic
Mark 1025 is right for touching the i.e. aobvious stamp effect of place by gesture smearing to subject picture progress stamp mark is not marked
Mosaic mark can be dragged, delete operation, the label character 1023 and voice annotation 1024 paintbrush mark 1021 or
A step behind arrow mark 1022 or mosaic mark 1025, can be automatically positioned follow paintbrush mark 1021 or arrow mark at this time
Note 1022 or mosaic mark 1025 central points, indicate the mark explanation for this circle note；Determination unit 104 will be used to generate
Initial mark picture mark as mark picture；
(2) it marks picture and does not mark the image store 1101 that subject picture is stored in pictures management device 110,
Image content structure separative unit 1102 is used to be converted to keyword or index to picture and image content in mark picture simultaneously,
Image content classifies regular unit 1103 for that will mark image content and the regular and classification that classify of mark picture collects, figure
Piece mark image content excavation unit 1104 carries out identification to the picture and text or mark of information in picture and is converted into text, for analyzing
Show that similar or association class mark picture obtains similar or association as the intelligent reference example allowed in spread scope, such as analysis
The mark picture of class cannot be propagated, then marking picture, only contents production can be shown in；
(3) picture checking device 120 can not mark thematic map to image store 1101 in pictures management device 110
Piece and mark the picture of picture and content separation checks that picture checking device 120 can be carried out to not marking subject picture and mark
The picture and content of picture separate, and individually check that subject picture or mark picture and content are taken down the exhibits, and then complete to not marking master
Topic picture and the complete of mark picture are look at.
Beneficial effects of the present invention: the present invention provides the mark that a kind of convenience carries out various ways to image graphic, more
Facilitate the mutual exchange and conmmunication of the information between people, convenient for the efficiency for improving user images mark and linking up.
Mobile terminal is that smart phone is labeled specific steps to subject picture in the present invention:
(1) taking photograph of intelligent mobile phone/image is obtained to APP application, picture selection unit pair in picture annotation equipment
Picture, which obtain generating, in smart phone does not mark subject picture；
(2) marking types in picture mark unit are clicked, judging unit is for activating picture to mark unit, annotation tool mould
Block is in selected state, activates annotation tool, the beginning of user annotation movement, and picture marks unit and passes through paintbrush mark, arrow mark
Note, label character, voice annotation and mosaic mark any one or in which several any combination to do not mark subject picture into
Rower note generates initial mark picture, the label character and voice annotation in paintbrush mark or arrow mark or mosaic mark
A step next can be automatically positioned follow paintbrush mark or arrow mark or mosaic mark central point at this time, indicate for this
The mark explanation of note, label character or the association tracking of voice annotation fixed point location are enclosed, when user is in paintbrush mark or arrow mark
Or using label character or voice annotation after mosaic mark, then label character or voice annotation can follow automatically in previous step
On paintbrush mark or arrow mark or mosaic mark；
(3) determination unit marks the initial mark picture for being used to generate as mark picture, when user need to pass
It broadcasts, figure/mark fusion treatment can be carried out, formation has the readability H5 page；
(4) pictures management device be used for picture storage, picture and mark image content resource excavated, to picture into
Row content structureization separate and classify it is regular, for set up do not mark thematic map valut and mark picture, pictures management device
Image content is marked including image store, image content structure separative unit, the regular unit of image content classification and picture
Excavate unit, image store is used to and establishes not mark subject picture and be associated with picture is marked, and image content structure is divided
It is used to be converted to keyword or index, image content structure separative unit pair to picture and image content in mark picture from unit
The initial picture and mark are segmented to obtain each segmenting word that the initial mark includes, the regular unit of image content classification
It is collected for that will mark image content and not mark the subject picture regular and classification that classify, specially by collected content
Information is analysed and compared, and is drawn class automatically and is collected in classifying content, then can be used for each segmenting word or each cutting contamination
Word obtains the candidate picture with described search Keywords matching from picture library, is subsequently used for calculating as search key
Similarity between candidate's picture and the subject picture, is greater than the set value from the similarity between the subject picture
Candidate picture in choose show search Target Photo, the initial mark is segmented, obtain it is described it is initial mark include
Each segmenting word obtain from picture library and searched with described using the portmanteau word of each segmenting word or each segmenting word as search key
The candidate picture of rope Keywords matching, picture mark image content excavate unit and obtain similar or association class mark for analyzing
Picture show that similar or association class mark picture cannot be propagated as the intelligent reference example allowed in spread scope, such as analysis,
Then marking picture, only contents production side is not visible in communication process as it can be seen that encrypt to sensitive information content；
(5) picture checking device can subject picture to image store in pictures management device and mark picture and interior
Hold separation to check, picture checking device can carry out individually checking master to subject picture and mark picture and content separation is not marked
Topic picture or mark picture and content are taken down the exhibits, and then are completed to not marking subject picture and marking looking at entirely for picture, and realization is not marked
Note subject picture separates visualization with mark picture；
The foregoing is merely better embodiments of the invention, are not intended to limit the invention, all of the invention
Any modifications, equivalent replacements, and improvements etc. done within spirit and principle, should all be included in the protection scope of the present invention.
Claims (5)
1. a kind of image labeling system, which is characterized in that check dress including picture annotation equipment, pictures management device and picture
It sets；
Picture annotation equipment, the picture annotation equipment include picture selection unit, picture mark unit, judging unit and determination
Unit, picture selection unit, which obtains picture in users' mobile end to generate, does not mark subject picture；Picture mark unit is used
Family to do not mark subject picture carry out figure, text, voice, cutting mark generate initial mark picture；Judging unit is used for
Obtain the beginning and end for judging user annotation movement；Determination unit is used for according to judging that the initial mark picture of user is determined as
Mark picture；
Pictures management device, the pictures management device include image store, image content structure separative unit, in picture
Hold and classify regular unit and picture mark image content excavates unit, wherein image store is used for not marking subject picture
With the storage of mark picture；Image content structure separative unit be used for do not mark subject picture and mark image content be converted to
Keyword or index, and to the initial mark picture and mark each cutting for being segmented to obtain the initial mark and including
Word；Classify regular unit of image content is used for mark image content and does not mark the subject picture regular and classification that classify and return
Collection；Picture mark image content excavates unit and obtains similar or association class mark picture as permission spread scope for analyzing
Interior intelligent reference example；
Picture checking device checks the picture and content separation that do not mark subject picture and mark picture for meeting user.
2. a kind of image labeling system as described in claim 1, which is characterized in that the picture mark unit includes paintbrush mark
Note, arrow mark, label character, voice annotation and mosaic mark.
3. a kind of image labeling system as claimed in claim 2, which is characterized in that the paintbrush is noted for not marking master
It inscribes picture and carries out any paintbrush figure labeling, and can be amplified to subject picture is not marked, reduce, drag, rotating, changing colour,
Delete operation；Arrow be noted for do not mark subject picture carry out arrow figure labeling, and can to do not mark subject picture into
Row amplification is reduced, dragging, rotation, discoloration, delete operation；Label character be used for do not mark subject picture carry out explanatory note
Mark, and mark text can be shown with large and small two kinds of font sizes, can be amplified, be reduced to label character frame, delivery, rotation, text
Word discoloration, delete operation；Voice annotation is used to pass through long-pressing voice recording to subject picture progress speech explanation mark is not marked
Button is recorded, and voice recording segment is generated after release, and tagged speech clip durations, click can carry out voice annotation record
Listening for sound is read, and can be dragged to mark voice, delete operation；Mosaic be noted for do not mark subject picture carry out stamp
Mark touches the i.e. aobvious stamp effect of place by gesture smearing, can be dragged to mosaic mark, delete operation.
4. a kind of image labeling system as claimed in claim 2 or claim 3, which is characterized in that the label character and voice annotation
A step below is marked in paintbrush mark or arrow mark or mosaic, can be automatically positioned follow paintbrush mark or arrow mark at this time
Note or mosaic mark central point, indicate the mark explanation for this circle note.
5. a kind of image labeling method, which comprises the steps of:
(1) picture in users' mobile end is obtained to generate using the picture selection unit in picture annotation equipment and does not mark thematic map
Piece；Picture mark unit for user to do not mark subject picture carry out figure, text, voice, cutting mark generate it is initial
Mark picture；Judging unit is used to obtain the beginning and end for judging user annotation movement；Determination unit is used to be used according to judgement
The initial mark picture at family is determined as marking picture；
(2) storage to subject picture and mark picture is not marked is used for using the image store in pictures management device；
Image content structure separative unit is used for not marking subject picture and mark image content is converted to keyword or index, and right
The initial mark picture and mark are segmented to obtain each segmenting word that the initial mark includes；Image content classification is regular
Unit is used for mark image content and does not mark the subject picture regular and classification that classify and collect；Picture marks image content
It excavates unit and obtains similar or association class mark picture as the intelligent reference example allowed in spread scope for analyzing；
(3) it is used to meet user using picture checking device to separate the picture and content that do not mark subject picture and mark picture
It checks.
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| CN109739644B (en) * | 2018-12-18 | 2021-06-11 | 创新奇智(南京)科技有限公司 | Data picture labeling method, system and device based on computer |
| CN110781331A (en) * | 2019-10-14 | 2020-02-11 | 维沃移动通信有限公司 | Picture display method, electronic equipment and computer readable storage medium |
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| JP2003091441A (en) * | 2001-09-18 | 2003-03-28 | Nikon System:Kk | Image processor and image processing method and recording medium and its program |
| CN101727674A (en) * | 2008-10-30 | 2010-06-09 | 北大方正集团有限公司 | Method for marking picture in file, and method for reproducing mark of picture in file |
| CN102073725A (en) * | 2011-01-11 | 2011-05-25 | 百度在线网络技术（北京）有限公司 | Method for searching structured data and search engine system for implementing same |
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