CN106844503B - Picture processing method and device - Google Patents
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- CN106844503B CN106844503B CN201611224983.2A CN201611224983A CN106844503B CN 106844503 B CN106844503 B CN 106844503B CN 201611224983 A CN201611224983 A CN 201611224983A CN 106844503 B CN106844503 B CN 106844503B
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Abstract
The invention provides a picture processing method and a picture processing device, wherein the method comprises the following steps: receiving a plurality of pictures input by a user; determining a picture type of a first picture and a probability value that the first picture belongs to the picture type, wherein the first picture is any one of the pictures; determining an arrangement order of the first picture in the plurality of pictures according to a picture type of the first picture and a probability value that the first picture belongs to the picture type. The invention realizes automatic ordering of the pictures and ensures the ordered arrangement of the pictures uploaded by the user.
Description
Technical Field
The present invention relates to computer technologies, and in particular, to a method and an apparatus for processing an image.
Background
The user can conduct transactions, such as buying and selling used cars, through the internet transaction platform. The user can publish information of the automobile which is expected to be sold on the trading platform for other users to view, wherein the information of the automobile published by the user comprises brands, colors, pictures and the like. When a user uploads all pictures of an automobile, the transaction platform mainly determines the display sequence of the pictures according to the uploading time of the pictures, and the display sequence has the problem that the contents of the pictures are disordered.
In the prior art, before a user uploads a picture, a trading platform guides the user to upload the picture according to a specified sequence in a pop-up prompt mode.
However, the behavior of the user is autonomous, and the transaction platform cannot control the uploading behavior of the user, so that the ordered arrangement of the pictures uploaded by the user cannot be guaranteed through the prior art.
Disclosure of Invention
The invention provides a picture processing method and a picture processing device, which are used for solving the problem that the prior art can not ensure the ordered arrangement of pictures uploaded by a user.
A first aspect of the present invention provides an image processing method, including:
receiving a plurality of pictures input by a user;
determining a picture type of a first picture and a probability value that the first picture belongs to the picture type, wherein the first picture is any one of the pictures;
determining an arrangement order of the first picture in the plurality of pictures according to a picture type of the first picture and a probability value that the first picture belongs to the picture type.
Further, the determining an arrangement order of the first picture in the plurality of pictures according to the picture type of the first picture and the probability value that the first picture belongs to the picture type includes:
if the probability value of the first picture belonging to the picture type is larger than or equal to a preset threshold value, determining the arrangement sequence of the first picture in the plurality of pictures according to preset picture type sequencing and the picture type of the first picture;
wherein the picture type ordering is used for indicating the arrangement order of the picture types.
Further, the determining an arrangement order of the first picture in the plurality of pictures according to the picture type of the first picture and the probability value that the first picture belongs to the picture type includes:
if the probability value of the first picture belonging to the picture type is smaller than a preset threshold value, updating the picture type of the first picture into a picture type sequenced to the last position, and determining the sequence of the first picture in the plurality of pictures according to the preset picture type sequence and the updated picture type of the first picture.
Further, the determining an arrangement order of the first picture in the plurality of pictures according to a preset picture type ordering and a picture type of the first picture includes:
if the picture type of the first picture is a picture type ranked as the first, judging whether the probability value of the first picture belonging to the picture type is the maximum value of the probability values belonging to the picture type, and if so, determining that the arrangement sequence of the first picture in the pictures is the first.
Further, still include:
displaying the first picture and the picture type of the first picture according to the arrangement sequence of the first picture in the plurality of pictures.
A second aspect of the present invention provides an image processing apparatus, including:
the receiving module is used for receiving a plurality of pictures input by a user;
a first determining module, configured to determine a picture type of a first picture and a probability value that the first picture belongs to the picture type, where the first picture is any one of the multiple pictures;
a second determining module, configured to determine an arrangement order of the first picture in the multiple pictures according to a picture type of the first picture and a probability value that the first picture belongs to the picture type.
Further, the second determining module includes:
a first determining unit, configured to determine, when a probability value that the first picture belongs to the picture type is greater than or equal to a preset threshold, an arrangement order of the first picture in the multiple pictures according to a preset picture type ordering and the picture type of the first picture;
wherein the picture type ordering is used for indicating the arrangement order of the picture types.
Further, the second determining module further comprises:
a second determining unit, configured to update the picture type of the first picture to a picture type ordered as a last bit when a probability value that the first picture belongs to the picture type is smaller than a preset threshold, and determine an arrangement order of the first picture in the multiple pictures according to a preset picture type ordering and the updated picture type of the first picture.
Further, the first determining unit is specifically configured to:
if the picture type of the first picture is a picture type ranked as the first, judging whether the probability value of the first picture belonging to the picture type is the maximum value of the probability values belonging to the picture type, and if so, determining that the arrangement sequence of the first picture in the pictures is the first.
Further, still include:
a display module, configured to display the first picture and the picture type of the first picture according to an arrangement order of the first picture in the plurality of pictures.
According to the picture processing method and device provided by the invention, the picture types of the multiple pictures input by the user and the probability values belonging to the picture types are determined firstly, and the arrangement sequence of the multiple pictures is determined according to the picture types of the multiple pictures and the probability values belonging to the picture types, so that the pictures are automatically sequenced, and the ordered arrangement of the pictures uploaded by the user is ensured.
Drawings
In order to more clearly illustrate the technical solutions of the present invention or the prior art, the following briefly introduces the drawings needed to be used in the description of the embodiments or the prior art, and obviously, the drawings in the following description are some embodiments of the present invention, and those skilled in the art can obtain other drawings according to the drawings without inventive labor.
Fig. 1 is a schematic flowchart of a first embodiment of a picture processing method according to the present invention;
FIG. 2 is an example of a terminal displaying pictures and picture types;
FIG. 3 is a block diagram of a first embodiment of a picture processing apparatus according to the present invention;
FIG. 4 is a block diagram of a second embodiment of a picture processing apparatus according to the present invention;
FIG. 5 is a block diagram of a third embodiment of a picture processing apparatus according to the present invention;
fig. 6 is a block diagram of a fourth embodiment of a picture processing apparatus according to the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that, in the following, the embodiments of the present invention are explained by taking the car picture ordering as an example, but this should not be construed as limiting the invention, and the embodiments of the present invention can also be applied to other picture ordering processes.
Fig. 1 is a flowchart illustrating a first embodiment of a picture processing method according to the present invention, in which an execution subject of the method is a terminal, such as a desktop computer or a notebook computer, capable of operating the method. As shown in fig. 1, the method includes:
s101, receiving a plurality of pictures input by a user.
For example, when the used car is released, the user can upload a plurality of car pictures in the used car release page, so that other users can conveniently view the information of the car.
It should be noted that if the user only inputs one picture, the picture is directly displayed without sorting.
S102, determining a picture type of a first picture and a probability value of the first picture belonging to the picture type, wherein the first picture is any one of the pictures.
After the terminal receives a plurality of pictures uploaded by the user, a specific algorithm may be used to determine a picture type of each picture and a probability value belonging to the picture type. The picture type may be a fixed preset value, for example, when processing a car picture, the picture type may include: left front, right rear, side, instrument desk, interior, engine compartment, and trunk, i.e., to which part of the automobile the picture specifically corresponds.
Alternatively, the terminal may determine the picture type of the first picture and the probability of belonging to the picture type by a deep learning classification method. That is, the picture type determined by the deep learning classification method or the like does not necessarily indicate that the first picture is the picture type, but has a certain probability.
S103, determining the arrangement sequence of the first picture in the plurality of pictures according to the picture type of the first picture and the probability value of the first picture belonging to the picture type.
Since the first picture is any one of the plurality of pictures, after the processes of steps S102 to S103 are performed on each of the plurality of pictures, the picture type of each picture and the probability value belonging to the picture type can be determined, and the arrangement order of the plurality of pictures can be determined according to the two values.
In the embodiment, the picture type of the multiple pictures input by the user and the probability value belonging to the picture type are determined, and the arrangement sequence of the multiple pictures is determined according to the picture type of the multiple pictures and the probability value belonging to the picture type, so that the pictures are automatically sequenced, and the ordered arrangement of the pictures uploaded by the user is ensured.
On the basis of the above embodiment, the terminal may display the plurality of pictures uploaded by the user and the picture types according to the determined arrangement order of the plurality of pictures. That is, the terminal may display the first picture and the picture type of the first picture in an arrangement order of the first picture among the plurality of pictures.
That is, the terminal may display the picture, and may also display the picture type of the picture at the position corresponding to the picture. When the user views a picture, the type of the picture can be clearly viewed. Thereby further enhancing the user experience.
Fig. 2 is an example of displaying pictures and picture types by a terminal, and as shown in fig. 2, for four pictures uploaded by a user, namely, a picture a, a picture B, a picture C, and a picture D, assuming that the terminal has determined that the arrangement order of the four pictures is the picture a, the picture B, the picture C, and the picture D, when the terminal displays the four pictures, the picture type of the picture is displayed above each picture.
On the basis of the foregoing embodiment, the present embodiment relates to a specific method for determining, by a terminal, an arrangement order of a first picture in multiple pictures according to a picture type of the first picture and a probability value that the first picture belongs to the picture type, that is, a specific processing procedure of the foregoing step S103 is:
and if the probability value of the first picture belonging to the picture type is greater than or equal to a preset threshold value, determining the arrangement sequence of the first picture in the plurality of pictures according to the preset picture type sequence and the picture type of the first picture.
The picture type ordering is used for indicating the arrangement sequence of the picture types.
Specifically, for a page of a specific subject, the ordering rule of the pictures can be preset, that is, the ordering of the picture types can be preset. For example, in a used car release page, according to the attention degree of a user to a car part and the principle from outside to inside, car picture types can be set to be sorted as follows: left front, right back, side, instrument desk, interior trim, engine compartment, and trunk. If two pictures, picture a and picture B, are assumed, if the picture type of picture a is left front and the picture type of picture B is right rear, then picture a will be displayed before picture B when displayed.
Optionally, the picture type ordering may be set by the terminal by default according to the theme, or may be set by the user in advance.
Furthermore, after the picture type of the first picture is determined through the steps, the terminal judges whether the probability value of the picture type of the first picture is larger than a preset threshold value, if so, the terminal can determine that the picture type of the first picture is the picture type, the terminal checks the sequence of the picture type in a preset picture type list, and determines the arrangement sequence of the first picture in a plurality of pictures uploaded by a user according to the sequence.
The following description is given with reference to a specific example.
Assuming that the first picture is a picture a, the picture type of the picture a is determined to be left front through the foregoing steps, and the probability value that the picture a belongs to the left front is 80%, and the preset threshold is 60%, where the preset picture types are ordered as: left front, right back, side, instrument desk, interior trim, engine compartment, trunk.
The terminal firstly judges that the probability value of the picture A belonging to the front left is larger than a preset threshold value, so that the type of the picture A can be determined to be the front left, and then the terminal checks the preset picture types to know that the front left is the picture type arranged at the head after sequencing, so that the terminal can arrange the picture A in front of other types of pictures. If the types of other pictures are not determined at this time, the terminal firstly arranges the picture A at the head, and after the types of the other pictures are determined, the other pictures are arranged behind the picture A according to the relationship between the other pictures and the picture A.
On the basis of the foregoing embodiment, the present embodiment relates to a specific method for determining, by a terminal, an arrangement order of a first picture in multiple pictures according to a picture type of the first picture and a probability value that the first picture belongs to the picture type, that is, another specific processing procedure of the foregoing step S103 is:
and if the probability value of the first picture belonging to the picture type is smaller than a preset threshold value, updating the picture type of the first picture into a picture type sequenced to the last position, and determining the sequence of the first picture in the plurality of pictures according to the preset picture type sequencing and the updated picture type of the first picture.
Specifically, if the terminal determines that the probability value of the first picture belonging to the picture type is smaller than the preset threshold, it indicates that the probability of the first picture belonging to the picture type is smaller, that is, the first picture does not belong to any effective picture type, and at this time, the terminal updates the picture type of the first picture, that is, the picture type of the first picture is updated to the picture type sorted as the last picture. The picture type ordered as the last bit is explained below.
Assume that the picture types are as described above, i.e. including: left front, right back, side, instrument desk, interior trim, engine compartment, trunk. The terminal may add an "other" type after these picture types, i.e. not belonging to any of the foregoing types, in the ordering of the picture types, the ordering of the "other" type is the ordering of the last bit. When the terminal judges that the first picture does not belong to any effective picture type, the picture type of the first picture can be set to be 'other', and through the setting, when the terminal displays the picture, the first picture can be displayed behind other pictures with the effective picture type.
In addition, in the above two embodiments, when determining the ordering of a plurality of pictures belonging to the same picture type, the terminal may order the pictures according to the uploading time, or order the pictures according to the size of the probability value that the pictures belong to the picture type.
A specific example will be described below.
Assuming that the picture types of the picture a and the picture B are both front left, and the probability values belonging to the front left type are both greater than the preset threshold, the probability value that the picture a belongs to the front left type is 90%, and the probability value that the picture B belongs to the front left type is 80%, if the pictures are sorted according to the probability values, the picture a should be displayed before the picture B when the pictures are displayed.
On the basis of the above embodiments, the present embodiment relates to a method for determining a first picture. That is, on the basis of the foregoing embodiment, the method further includes:
if the picture type of the first picture is the picture type with the first order, judging whether the probability value of the first picture belonging to the picture type is the maximum value in the probability values belonging to the picture type, and if so, determining that the arrangement sequence of the first picture in the pictures is the first order.
For example, assuming that the picture types of the picture a, the picture B, and the picture C are all "left front", that is, the picture types of the three pictures are all top-ranked picture types, when the terminal selects the cover picture, one of the three pictures with the highest probability value belonging to "left front" is selected as the cover picture, that is, one of the three pictures with the highest probability value belonging to "left front" is selected as the top-ranked picture.
For example, when the used vehicle is released, one of the pictures uploaded by the user needs to be selected as a cover picture, so that the terminal can use the first picture in the pictures belonging to the first picture type as the cover picture according to the arrangement sequence of the picture types, the most representative pictures can be ensured, and the user experience is further improved.
Fig. 3 is a block diagram of a first embodiment of a picture processing apparatus according to the present invention, as shown in fig. 3, the apparatus includes:
a receiving module 301, configured to receive a plurality of pictures input by a user.
The first determining module 302 is configured to determine a picture type of a first picture and a probability value that the first picture belongs to the picture type, where the first picture is any one of the multiple pictures.
The second determining module 303 is configured to determine an arrangement order of the first picture in the multiple pictures according to the picture type of the first picture and the probability value that the first picture belongs to the picture type.
The device is used for realizing the method embodiments, the realization principle and the technical effect are similar, and the details are not repeated here.
Fig. 4 is a block diagram of a second embodiment of the image processing apparatus according to the present invention, and as shown in fig. 4, the second determining module 303 includes:
a first determining unit 3031, configured to determine, according to a preset picture type ordering, an arrangement order of the first picture in the multiple pictures according to the picture type of the first picture when a probability value that the first picture belongs to the picture type is greater than or equal to a preset threshold.
The picture type ordering is used for indicating the arrangement sequence of the picture types.
Fig. 5 is a block diagram of a third embodiment of the image processing apparatus according to the present invention, and as shown in fig. 5, the second determining module 303 further includes:
a second determining unit 3032, configured to update the picture type of the first picture to a picture type ordered as a last bit when the probability value that the first picture belongs to the picture type is smaller than a preset threshold, and determine an arrangement order of the first picture in the multiple pictures according to the preset picture type ordering and the updated picture type of the first picture.
In another embodiment, the first determining unit 3031 is specifically configured to:
if the picture type of the first picture is the picture type with the first order, judging whether the probability value of the first picture belonging to the picture type is the maximum value in the probability values belonging to the picture type, and if so, determining that the arrangement sequence of the first picture in the pictures is the first order.
Fig. 6 is a block diagram of a fourth embodiment of a picture processing apparatus according to the present invention, and as shown in fig. 6, the apparatus further includes:
a display module 304, configured to display the first picture and the picture type of the first picture according to the arrangement order of the first picture in the plurality of pictures.
Those of ordinary skill in the art will understand that: all or a portion of the steps of implementing the above-described method embodiments may be performed by hardware associated with program instructions. The program may be stored in a computer-readable storage medium. When executed, the program performs steps comprising the method embodiments described above; and the aforementioned storage medium includes: various media that can store program codes, such as ROM, RAM, magnetic or optical disks.
Finally, it should be noted that: the above embodiments are only used to illustrate the technical solution of the present invention, and not to limit the same; while the invention has been described in detail and with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some or all of the technical features may be equivalently replaced; and the modifications or the substitutions do not make the essence of the corresponding technical solutions depart from the scope of the technical solutions of the embodiments of the present invention.
Claims (6)
1. An image processing method, comprising:
receiving a plurality of pictures input by a user;
determining a picture type of a first picture and a probability value that the first picture belongs to the picture type, wherein the first picture is any one of the pictures;
determining an arrangement order of the first picture in the plurality of pictures according to a picture type of the first picture and a probability value that the first picture belongs to the picture type;
wherein the determining an arrangement order of the first picture in the plurality of pictures according to the picture type of the first picture and the probability value that the first picture belongs to the picture type comprises:
if the probability value of the first picture belonging to the picture type is larger than or equal to a preset threshold value, determining the arrangement sequence of the first picture in the plurality of pictures according to preset picture type sequencing and the picture type of the first picture;
the picture type ordering is used for indicating the arrangement order of the picture types;
the determining an arrangement order of the first picture in the plurality of pictures according to a preset picture type ordering and a picture type of the first picture includes:
if the picture type of the first picture is a picture type ranked as the first, judging whether the probability value of the first picture belonging to the picture type is the maximum value of the probability values belonging to the picture type, and if so, determining that the arrangement sequence of the first picture in the pictures is the first.
2. The method of claim 1, wherein the determining the order of the first picture in the plurality of pictures according to the picture type of the first picture and the probability value that the first picture belongs to the picture type comprises:
if the probability value of the first picture belonging to the picture type is smaller than a preset threshold value, updating the picture type of the first picture into a picture type sequenced to the last position, and determining the sequence of the first picture in the plurality of pictures according to the preset picture type sequence and the updated picture type of the first picture.
3. The method of claim 1 or 2, further comprising:
displaying the first picture and the picture type of the first picture according to the arrangement sequence of the first picture in the plurality of pictures.
4. A picture processing apparatus, comprising:
the receiving module is used for receiving a plurality of pictures input by a user;
a first determining module, configured to determine a picture type of a first picture and a probability value that the first picture belongs to the picture type, where the first picture is any one of the multiple pictures;
a second determining module, configured to determine an arrangement order of the first picture in the multiple pictures according to a picture type of the first picture and a probability value that the first picture belongs to the picture type;
wherein the second determining module comprises:
a first determining unit, configured to determine, when a probability value that the first picture belongs to the picture type is greater than or equal to a preset threshold, an arrangement order of the first picture in the multiple pictures according to a preset picture type ordering and the picture type of the first picture;
the picture type ordering is used for indicating the arrangement order of the picture types;
the first determining unit is specifically configured to:
if the picture type of the first picture is a picture type ranked as the first, judging whether the probability value of the first picture belonging to the picture type is the maximum value of the probability values belonging to the picture type, and if so, determining that the arrangement sequence of the first picture in the pictures is the first.
5. The apparatus of claim 4, wherein the second determining module further comprises:
a second determining unit, configured to update the picture type of the first picture to a picture type ordered as a last bit when a probability value that the first picture belongs to the picture type is smaller than a preset threshold, and determine an arrangement order of the first picture in the multiple pictures according to a preset picture type ordering and the updated picture type of the first picture.
6. The apparatus of claim 4 or 5, further comprising:
a display module, configured to display the first picture and the picture type of the first picture according to an arrangement order of the first picture in the plurality of pictures.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105022804A (en) * | 2015-06-30 | 2015-11-04 | 广东欧珀移动通信有限公司 | Picture sorting method and mobile terminal |
| CN105160340A (en) * | 2015-08-31 | 2015-12-16 | 桂林电子科技大学 | Vehicle brand identification system and method |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105022804A (en) * | 2015-06-30 | 2015-11-04 | 广东欧珀移动通信有限公司 | Picture sorting method and mobile terminal |
| CN105160340A (en) * | 2015-08-31 | 2015-12-16 | 桂林电子科技大学 | Vehicle brand identification system and method |
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