CN105117478A - Method for automatic sorting and storing image of auxiliary shooting device of PDA application program - Google Patents
Method for automatic sorting and storing image of auxiliary shooting device of PDA application program Download PDFInfo
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- CN105117478A CN105117478A CN201510570649.1A CN201510570649A CN105117478A CN 105117478 A CN105117478 A CN 105117478A CN 201510570649 A CN201510570649 A CN 201510570649A CN 105117478 A CN105117478 A CN 105117478A
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/5866—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/51—Indexing; Data structures therefor; Storage structures
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
- G06F16/5838—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using colour
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- G06F18/22—Matching criteria, e.g. proximity measures
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- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
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Abstract
The invention discloses a method for automatic sorting and storing images of an auxiliary shooting device of a PDA application program. The method comprises the following steps: taking pictures of an object in a time period to obtain a plurality of images, taking pictures of another object in another time period to obtain a plurality of images, time of the two time period being not repeated, a shooting device recording shooting time of the images, recording shooting time period and content information of each object in an application program of a PDA, analyzing the plurality of images, the shooting time recorded by the shooting device, the shooting time period and content information recorded by the application program, if the shooting time recorded by the shooting device is in a time period recorded by the application program, sorting the corresponding plurality of images in a category, associating the plurality of images with the content information of the object, if the shooting time recorded by the shooting device is in another time period recorded by the application program, sorting the corresponding plurality of images in another category, and associating the plurality of images with the content information of another object.
Description
Technical field
The present invention relates to photography measurement image process and database technical field, particularly a kind of PDA application program assists the method that capture apparatus image automatic classification is put in storage.
Background technology
Non-scalability digital camera obtains tested region or measured object image with its comparatively cheap price, easy and simple to handle, the feature such as small volume, lighter in weight, strong adaptability and is widely adopted in current survey field.In Practical Project, mostly the object of collection object image is the texture information for getting object, to integrate with the three-dimensional model of the object obtained, thus obtains complete object model.The data gathering object image are heavy loaded down with trivial details, and carry out correct classification to the impact collected and obtain its correct positional information extremely important.But, generally non-scalability digital camera directly obtains digitized video by ccd sensor and in storage card image store configured in its camera internal, often opens image and carries out storing with the form of Single document and the file name Numeral name cumulative gradually that is Operation system setting.In the engineer applied of reality, generally need by artificial visual interpretation, a large amount of image is needed to classify according to object or according to difference.Sorted image needs effectively to manage according to image, to facilitate inquiry and to use.This mode with artificial visual identification completes the classification of image, management and inquiry mechanism, and treatment effeciency is lower, consumes a large amount of man power and materials simultaneously.Simultaneously, because the different the insides of object during shooting may exist very large similarity, this similarity human eye cannot be differentiated, and because filmed image is too many, shooting task is heavy, clearly record can not be accomplished to the shooting order of object, in this case, the problem of misclassification may also be there is during classification.
Along with the continuous upgrading of smart mobile phone, application development also one of the hot topic becoming New technical use instantly gradually of different cell phone system end of making peace based on different machine word.Utilize computerese to develop convenient, that availability is strong auxiliary software for data processing to be widely used in all trades and professions.Such as: the flying height of space shuttle and the focal length etc. of camera will be controlled when photogrammetric measurement field operation, by utilizing the content production mobile phone application such as the correlation formula that pre-sets.When in actual field operation, various parameter is set according to concrete condition at that time thus determines the value of undetermined parameter.
Therefore utilize computerese to develop application program of mobile phone thus assist the image of field operation acquisition to carry out classification and will increase work efficiency, reduce the possibility of image misclassification, simultaneously, sorted image is carried out region relative positioning, the visual query of a large amount of image in region after warehouse-in, can be carried out according to this locating information to image.
Summary of the invention
An object of the present invention is to solve at least the problems referred to above, and the advantage will illustrated at least is below provided.
The present invention separately has an object to be to provide a kind of image automatic classification storage method.
A kind of method that the present invention has an object to be to provide PDA application program to assist capture apparatus image automatic classification to put in storage again, thus improve the work efficiency of mapping data processing, reduce the possibility of image misclassification, and visual query can be carried out to the area image after warehouse-in, improve the classification of image, warehouse-in and search efficiency.
In order to realize, according to these objects of the present invention and other advantage, providing a kind of PDA application program and assist digital camera image automatic classification storage method, comprise the steps:
In a period of time shooting is continuously carried out to an object and obtains multiple image,
Within another time period, continuous shooting is carried out to another object and also obtains multiple image,
The time of these two time periods does not repeat,
The shooting time of capture apparatus record multiple image during shooting,
Shooting time section and the content information of each object is recorded in the application program of PDA,
Utilize the automatic reading of computer programming realization to image attributes information, and analyze multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, if the shooting time of capture apparatus record falls within the scope of the time period of the application records of PDA, then the multiple images corresponding with the shooting time of capture apparatus record are classified as a class, and associate with the content information of this object
If the shooting time of capture apparatus record falls within the scope of another time period of the application records of PDA, then the multiple images corresponding with the shooting time of capture apparatus record are classified as another kind of, and associate with the content information of this another object.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, and described multiple image comprises global image and local image,
The shooting time of the global image of each object is also recorded in the application program of described PDA,
When analyzing multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, if the shooting time of capture apparatus record falls within the scope of the time period of the application records of PDA, and the multiple image fallen within the scope of this time period is when mating with the global image of this object, then the multiple images fallen in this time period are classified as a class, and associate with the content information of this object
If the shooting time of capture apparatus record falls within the scope of another time period of the application records of PDA, and the multiple image fallen within the scope of this another time period is when mating with the global image of this object, then the multiple images fallen in this time period are classified as another kind of, and associate with the content information of this another object.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, and when being mated with global image by multiple image, the matching process of employing is any one in ORB algorithm, Harris algorithm or SIFT algorithm.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, when being mated with global image by multiple image, also records and often opens the position of image in global image.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, also comprises before shooting: by the time synchronized of described capture apparatus and described PDA.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, and the described content information of each object comprises object names, the scale-up factor of global image/local image and object picture.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, and described object picture is the global image of the object utilizing PDA to take, and checks with the global image taken with described capture apparatus.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, described object names comprises first order title and second level title, and described first order name is called the full name of object, and described second level name is called the direction that object is taken or angle.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, when analyzing multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, the threshold value of the error of the described time period of the described shooting time of capture apparatus record and the application records of PDA is 5s.
Preferably, described PDA application program is assisted in digital camera image automatic classification storage method, the shooting time of described capture apparatus is the photo opporunity in the EXIF information of the digitized video obtained by capture apparatus, and wherein this shooting time attribute is read automatically by computing machine.
The present invention at least comprises following beneficial effect:
1, the present invention has designed and developed PDA application program the digitized video of magnanimity can be assisted to carry out automatic classification, can improve interior field operation work efficiency like this, reduces hand labor, makes the accuracy of classification results higher;
2, in the database of the stored images generated according to method of the present invention, obtain local image relative to the position of global image realize determining the information of measured target position, local image place to improve image query efficiency to a certain extent by carrying out image matching method;
3, being generated the database storage carrying out digitized video by the inventive method also can facilitate other to apply with warehouse-in by the relevant information together with digitized video, improves the inquiry of image and the efficiency of management to a certain extent.
Part is embodied by explanation below by other advantage of the present invention, target and feature, part also will by research and practice of the present invention by those skilled in the art is understood.
Accompanying drawing explanation
Fig. 1 is the functional schematic of PDA application program in one of them embodiment of the present invention.
Fig. 2 is the process flow diagram that in one of them embodiment of the present invention, PDA application program assists digital camera image automatic classification to put in storage.
Embodiment
Below in conjunction with accompanying drawing, the present invention is described in further detail, can implement according to this with reference to instructions word to make those skilled in the art.
Should be appreciated that used hereinly such as " to have ", other element one or more do not allotted in " comprising " and " comprising " term or the existence of its combination or interpolation.
As shown in Figure 1, 2, the invention provides a kind of PDA application program and assist digital camera image automatic classification storage method, it is characterized in that, comprise the steps:
In a period of time shooting is continuously carried out to an object and obtains multiple image,
Within another time period, continuous shooting is carried out to another object and also obtains multiple image,
The time of these two time periods does not repeat,
The shooting time of capture apparatus record multiple image during shooting,
In the application program of PDA, record shooting time section and the content information of each object, it should be noted that in one of them embodiment of the present invention, the file of each object that application records also generates is text.Like this, record convenient and swift, and the file of record can import during process is arranged and directly use, eliminate the artificial step keyed in.
Utilize the automatic reading of computer programming realization to image attributes information, and analyze multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, if the shooting time of capture apparatus record falls within the scope of the time period of the application records of PDA, then the multiple images corresponding with the shooting time of capture apparatus record are classified as a class, and associate with the content information of this object
If the shooting time of capture apparatus record falls within the scope of another time period of the application records of PDA, then the multiple images corresponding with the shooting time of capture apparatus record are classified as another kind of, and associate with the content information of this another object.These information all can be stored in database.
It should be noted that PDA, refer to sensu lato palm PC herein, as smart mobile phone, hand-held panel computer or other mobile devices.Capture apparatus, comprises the equipment of taking pictures that digital camera, video camera, smart mobile phone etc. have high-quality pixel.Object in the present invention generally refers to various engineering, and it is individual more to pay attention to certain buildings, as each facade etc. of the Forbidden City, The Gate of Supreme Harmony, the Hall of Supreme Harmony.
As preferably, in above-mentioned scheme, described multiple image comprises global image and local image,
The shooting time of the global image of each object is also recorded in the application program of described PDA,
When analyzing multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, if the shooting time of capture apparatus record falls within the scope of the time period of the application records of PDA, and the multiple image fallen within the scope of this time period is when mating with the global image of this object, then the multiple images fallen in this time period are classified as a class, and associate with the content information of this object
If the shooting time of capture apparatus record falls within the scope of another time period of the application records of PDA, and the multiple image fallen within the scope of this another time period is when mating with the global image of this object, then the multiple images fallen in this time period are classified as another kind of, and associate with the content information of this another object.
As preferably, when being mated with global image by multiple image, the matching process of employing is any one in ORB algorithm, Harris algorithm or SIFT algorithm.
As preferably, when multiple image is mated with global image, also record and often open the position of image in global image (i.e. x, y coordinate).The image especially position of local image in global image often opened in record, is that conveniently the later stage gives texture information to object.
As preferably, also comprise before shooting: by the time synchronized of described capture apparatus and described PDA.The time of capture apparatus is made to proofread consistent with the time of PDA.
As preferably, the described content information of each object comprises object names, the scale-up factor of global image/local image and object picture.It should be known that and be provided with in the application: object names, object picture, scale-up factor (global image/local image), the start time is set, full figure time, the end time of setting is set and checks the functions such as all objects.Before shooting starts, object names is inputted in PDA application program, need to arrange global image and the scale-up factor often opening local image in the application according to difference, while shooting starts, or the moment before shooting starts, the corresponding button clicking application program in the application determines the start time, application program records the start time of current engineering automatically, while shooting terminates, or the moment after shooting terminates, the corresponding button clicking application program in the application determines the end time, application program records the end time of current engineering automatically, when taking global image, click the corresponding button in the application to determine to take the global image time, before starting image classification, the Application inspection end time whether is greater than the start time and whether other logic is correct.
It is understood that, after the scale-up factor of setting global image and local image, generally according to the mode order of the scale-up factor of this setting, object is taken pictures, like this, not easily make mistakes during shooting, and, be also easy to the integration of later stage to local image.
As preferably, described object picture is the global image of the object utilizing PDA to take, and checks with the global image taken with described capture apparatus.The camera utilizing PDA to carry is taken pictures to testee, and the title of this image carries out naming and being stored in specified path with engineering name, convenient reading.
As preferably, described object names comprises first order title and second level title, and described first order name is called the full name of object, and described second level name is called the direction that object is taken or angle.To facilitate the shooting of multiple angle to an object or aspect, such as take the front and back of the Hall of Supreme Harmony, can be separated by conbined usage first order title and name region, the second level.
As preferably, when analyzing multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, the threshold value of the error of the described time period of the described shooting time of capture apparatus record and the application records of PDA is 5s.Because the numerical value of the time of PDA and capture apparatus can produce error unavoidably, therefore a threshold value being set while the present invention realizes, the image under being this object can being regarded as when meeting the image photo opporunity within this threshold value.
As preferably, the shooting time of described capture apparatus is the photo opporunity in the EXIF information of the digitized video obtained by capture apparatus, and wherein this shooting time attribute is read automatically by computing machine.
In one of them embodiment of the present invention, as depicted in figs. 1 and 2, a kind of method that application program of mobile phone assists digital camera image automatic classification to put in storage, comprises the steps:
Step one, application program of mobile phone are developed: adopt JAVA computerese, utilize Eclipse platform to carry out application program of mobile phone exploitation based on Android phone operating system, need in application program to comprise: engineering name, engineering picture, scale-up factor (overall situation/locally), the start time is set, full figure time, the end time of setting is set and checks the functions such as all engineerings;
The engineering name comprised is needed to refer to the concrete title of the measured target of current shooting image in application program, this title can be set to two-stage, the first order can be used as the full name of this project title, and the second level can be used as some directions of this measured target or some aspects; Here the engineering said refers to object concrete in shooting, is called traditionally " engineering " in industry.
The image that when the engineering picture needed in application program refers to industry data conveniently, the engineering of mobile phone record and digital camera are taken carries out artificial nucleus couple, the camera of mobile phone is utilized to take pictures to measured target, the title of this image carries out naming and being stored in specified path with engineering name, convenient reading;
The scale-up factor that needs in application program (overall situation/locally) refers to the scale-up factor between global image and local image, in order to the more true and reliable scale-up factor needing to determine global image and local image of result of images match after making, this coefficient can be determined according to the number in shooting process on ranks;
The start time that arranges needed in application program is that program reads mobile phone time and is set to button in a program, clicks this button program and automatically reads and record the start time of current time as shooting;
The end time that arranges needed in application program is that program reads mobile phone time and is set to button in a program, clicks this button program and automatically reads and record the end time of current time as shooting;
The full figure time that arranges needed in application program is that program reads mobile phone time and is set to button in a program, clicks this button program and automatically reads and record the time of current time as shooting global image.
The conveniently use of user in field operation operation, in software, the information of button and display is as described below: dbase is positioned at the most upper limb of software interface; Engineering picture (showing any image in time not having picture) under it; Be button area under it, first show current engineering name, next column three buttons are from left to right engineering name, engineering picture, the overall situation/locally respectively; Three following again buttons are start (namely taking pictures the start time), full figure time, end (namely taking pictures the end time) respectively.
Step 2, field operation image data obtain and application program of mobile phone uses and generates log file:
The application program of mobile phone of exploitation is used while field operation image data obtains,
Step (1), by the time of digital camera and the set of time of mobile phone consistent, generally the mistiming is no more than 5 seconds, its objective is in order to make classify accuracy unaffected;
" engineering name " button in step (2), click button district, input engineering name, this title can be set to two-stage, the first order can be used as the full name of this project title, the second level can be used as some directions of this measured target or some aspects, and now application program of mobile phone generates automatically with the text of engineering name name, and records engineering name information, here be stored in the file of an acquiescence, user can find in a pda;
Step (3), utilize the camera in application program of mobile phone to take engineering to proofread when taking pictures to facilitate data processing to overall measured target, the photo utilizing mobile phone to take will comprise the whole in prevent other data processings personnel from producing ambiguity of measured target as far as possible, the title of this image carries out naming and being stored in specified path with engineering name, convenient reading;
Step (4), in application program of mobile phone, to input global image and the scale-up factor often opening local image according to different situations, automatically this coefficient is written in above-mentioned text after input coefficient, the scale-up factor of the overall situation/local here refers to the scale-up factor between global image and local image, in order to the more true and reliable scale-up factor needing to determine global image and local image of result of images match after making, this coefficient can be determined according to the number in shooting process on ranks;
Step (5), the corresponding button clicking application program in application program of mobile phone determine the start time, and application program reads mobile phone current time and automatically records the start time of current engineering and be deposited in above-mentioned text;
Step (6), the corresponding button clicking application program in application program of mobile phone determine the end time, and application program reads mobile phone current time and automatically records the end time of current engineering and be deposited in above-mentioned text;
Step (7), click the corresponding button determine to take the global image time in application program of mobile phone, application program reads mobile phone current time and automatically records the full figure photo opporunity of current engineering and be deposited in above-mentioned text;
Step (8), application program of mobile phone check whether the end time is greater than the start time and whether other logical problem is correct.
Step 3, digitized video automatic classification and warehouse-in:
Step (1), according to application program of mobile phone record and the text of each project generated determines time of start time that each project image takes pictures, end time and shooting global image: according to application program of mobile phone record and the text of each project generated is by creating project in application program of mobile phone while particular path automatically in the internal storage space of mobile phone under the file set up, this file is generally text, should know, the text that this file place of being not limited thereto is enumerated also can be the file of other types.This file stores start time that each project image takes pictures, end time, local image and the scale-up factor of global image and the time of shooting global image, this time is recorded while button click, point out whether update time when again clicking above-mentioned three time record buttons, if upgraded, original time data will be capped;
Step (2), read All Files in the file storing digitized video according to the shooting time of image: the shooting time of All Files according to image automatically being read (being generally the file in the storage card of digital camera stored images) in the file storing digitized video by computer programming, the shooting time of the image of indication is the photo opporunity in the EXIF information that carries of the digitized video obtained by digital camera with image here;
Step (3), determine often to open within start time and end time scope which project image belong to, and by the image in this image mark for this reason project: determine that this image belongs to whether within the start time of a certain project and the scope of end time by the photo opporunity often opening image, and be recorded as this project by the information of this image;
Step (4), determine that often opening image belongs to global image or local image according to the global image time in above-mentioned log file: the global image being determined the why project of what image in image file folder by the length of a game in log file, what need special declaration at this is because being a numerical value by the length of a game of application program of mobile phone record, the numerical value of the time of taking pictures with image can produce error unavoidably, therefore a threshold value can be set while this method realizes, the global image under being this project can be regarded as when meeting the image photo opporunity within this threshold value,
All local images in step (5), each project of determining and the global image of this project carry out images match, available matching process has ORB algorithm, Harris algorithm, SIFT algorithm etc., in order to more fast and effeciently realize the coupling of image, the matching algorithm that this method is used is ORB algorithm, after images match, calculate the average of all match point coordinates on global image as the position of this local image on global image, and record its coordinate figure (i.e. x, y value);
Step (6), the information corresponding with image to be stored in database while all digital cameras is obtained digitized video warehouse-in.
Here the number of devices illustrated and treatment scale are used to simplify explanation of the present invention.The application of application program of the present invention, modifications and variations be will be readily apparent to persons skilled in the art.
As mentioned above, according to the present invention, due to arrange be provided with application program in a pda, for records photographing image start and end time, global image time etc. and generate text, therefore have Fast Classification warehouse-in effect.
Although embodiment of the present invention are open as above, but it is not restricted to listed in instructions and embodiment utilization, it can be applied to various applicable the field of the invention completely, for those skilled in the art, can easily realize other amendment, therefore do not deviating under the universal that claim and equivalency range limit, the present invention is not limited to specific details and illustrates here and the legend described.
Claims (10)
1. PDA application program assists a digital camera image automatic classification storage method, it is characterized in that, comprises the steps:
In a period of time shooting is continuously carried out to an object and obtains multiple image,
Within another time period, continuous shooting is carried out to another object and also obtains multiple image,
The time of these two time periods does not repeat,
The shooting time of capture apparatus record multiple image during shooting,
Record shooting time section and the content information of each object in the application program of PDA simultaneously,
Analyze multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, if the shooting time of capture apparatus record falls within the scope of the time period of the application records of PDA, then the multiple images corresponding with the shooting time of capture apparatus record are classified as a class, and associate with the content information of this object
If the shooting time of capture apparatus record falls within the scope of another time period of the application records of PDA, then the multiple images corresponding with the shooting time of capture apparatus record are classified as another kind of, and associate with the content information of this another object.
2. PDA application program as claimed in claim 1 assists digital camera image automatic classification storage method, and it is characterized in that, described multiple image comprises global image and local image,
The shooting time of the global image of each object is also recorded in the application program of described PDA,
When analyzing multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, if the shooting time of capture apparatus record falls within the scope of the time period of the application records of PDA, and the multiple image fallen within the scope of this time period is when mating with the global image of this object, then the multiple images fallen in this time period are classified as a class, and associate with the content information of this object
If the shooting time of capture apparatus record falls within the scope of another time period of the application records of PDA, and the multiple image fallen within the scope of this another time period is when mating with the global image of this object, then the multiple images fallen in this time period are classified as another kind of, and associate with the content information of this another object.
3. the method for discrimination of pressed device Action Events as claimed in claim 2, is characterized in that, when being mated with global image by multiple image, the image matching method of employing is any one in ORB algorithm, Harris algorithm or SIFT algorithm.
4. PDA application program as claimed in claim 2 assists digital camera image automatic classification storage method, it is characterized in that, when being mated with global image by multiple image, also determines that often opening image relative to the position of global image stores.
5. the PDA application program as described in as arbitrary in claim 1 or 2 assists digital camera image automatic classification storage method, it is characterized in that, also comprises before shooting: by the time synchronized of described capture apparatus and described PDA.
6. PDA application program as claimed in claim 2 assists digital camera image automatic classification storage method, it is characterized in that, the described content information of each object comprises object names, the scale-up factor of global image/local image and object picture.
7. PDA application program as claimed in claim 6 assists digital camera image automatic classification storage method, and it is characterized in that, described object picture is the global image of the object utilizing PDA to take, and checks with the global image taken with described capture apparatus.
8. PDA application program as claimed in claim 6 assists digital camera image automatic classification storage method, it is characterized in that, described object names comprises first order title and second level title, and described first order name is called the full name of object, and described second level name is called the direction that object is taken or angle.
9. PDA application program as claimed in claim 1 assists digital camera image automatic classification storage method, it is characterized in that, when analyzing multiple image, the shooting time of capture apparatus record, the shooting time section of each object of the application records of PDA and content information, the threshold value of the error of the described time period of the described shooting time of capture apparatus record and the application records of PDA is 5s.
10. PDA application program as claimed in claim 1 assists digital camera image automatic classification storage method, it is characterized in that, the shooting time of described capture apparatus is the photo opporunity in the EXIF information of the digitized video obtained by capture apparatus, and wherein this shooting time attribute is read automatically by computing machine.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201510570649.1A CN105117478A (en) | 2015-09-09 | 2015-09-09 | Method for automatic sorting and storing image of auxiliary shooting device of PDA application program |
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| CN201510570649.1A CN105117478A (en) | 2015-09-09 | 2015-09-09 | Method for automatic sorting and storing image of auxiliary shooting device of PDA application program |
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| CN201510570649.1A Pending CN105117478A (en) | 2015-09-09 | 2015-09-09 | Method for automatic sorting and storing image of auxiliary shooting device of PDA application program |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106743785A (en) * | 2017-01-19 | 2017-05-31 | 红云红河烟草(集团)有限责任公司 | A kind of band classify automatically pipeline auxiliary material storage logistics system |
| CN110580482A (en) * | 2017-11-30 | 2019-12-17 | 腾讯科技（深圳）有限公司 | Image classification model training, image classification and personalized recommendation method and device |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102880871A (en) * | 2012-02-17 | 2013-01-16 | 邰锋 | System and method for classifying images according to time axis and places |
| CN103945134A (en) * | 2014-05-16 | 2014-07-23 | 深圳市东方拓宇科技有限公司 | Method and terminal for taking and viewing photos |
-
2015
- 2015-09-09 CN CN201510570649.1A patent/CN105117478A/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102880871A (en) * | 2012-02-17 | 2013-01-16 | 邰锋 | System and method for classifying images according to time axis and places |
| CN103945134A (en) * | 2014-05-16 | 2014-07-23 | 深圳市东方拓宇科技有限公司 | Method and terminal for taking and viewing photos |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106743785A (en) * | 2017-01-19 | 2017-05-31 | 红云红河烟草(集团)有限责任公司 | A kind of band classify automatically pipeline auxiliary material storage logistics system |
| CN106743785B (en) * | 2017-01-19 | 2023-01-13 | 红云红河烟草(集团)有限责任公司 | Auxiliary material warehousing logistics system with automatic classification conveying line |
| CN110580482A (en) * | 2017-11-30 | 2019-12-17 | 腾讯科技（深圳）有限公司 | Image classification model training, image classification and personalized recommendation method and device |
| CN110580482B (en) * | 2017-11-30 | 2022-04-08 | 腾讯科技（深圳）有限公司 | Image classification model training, image classification and personalized recommendation method and device |
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