The present invention relates to an information processing system, an information processing apparatus, an information processing method, and a program.
In terms of the article inventory management in a warehouse, there are a technique in which a label or an RFID tag attached to an article is read by a reader to be managed with storing position information (Patent Literature 1) and a technique of reading association of article information with storing position information of an article by a sensor installed on a shelf (Patent Literature 2).
Patent Literature 1: Japanese Patent No. 5904287
Patent Literature 2: Japanese Patent No. 3907915
However, in the technique of reading an RFID tag by a reader, work in which a person reads an article placed on a high shelf by using a reader is accompanied by instability. Further, in the technique of reading by a sensor, it is necessary to install a plurality of sensors on a shelf, and not only an installation cost, but also a maintenance cost for maintenance or the like after installation tends to increase. Further, in the case where determination of a storage place of an article when the article is stored in a warehouse is entrusted to workers at a job site, the storage place of the article is not managed in a form in which workers other than the worker in charge of the storing can find the storage place of the article, resulting in that there is a problem that efficient inventory management is not performed.
An object of the present invention is to efficiently perform article inventory management without accompanying unstable work while suppressing a maintenance cost.
An information processing system according to the present invention includes: a photographer configured to photograph an image; a first specifier configured to specify, based on markers of a shelf contained in a photographed image photographed by the photographer, the shelf from the photographed image; a second specifier configured to specify, based on markers of articles contained in the photographed image, the articles stored in the shelf from the photographed image; and a memory configured to store information of the shelf specified by the first specifier and information of the articles specified by the second specifier in association with each other.
According to the present invention, it is possible to efficiently perform article inventory management without accompanying unstable work while suppressing a maintenance cost.
Hereinafter, there will be explained embodiments of the present invention based on the drawings.
First, there will be explained an overall configuration of an article management system 100 according to a first embodiment with reference to
The plural shelves 110 are disposed in the warehouse 101, where the articles 130 can be stored. Here, the shelf 110 will be explained with reference to
Markers 150 are attached to the front of the shelf 110. Here, the marker 150 will be explained with reference to
The marker 150 is attached to front four corner portions of the shelf 110 as illustrated in
In the marker 150 of the shelf 110, a shelf ID being an identifier that identifies the shelf 110 is stored. The shelf ID is an identifier peculiar to each shelf 110.
The articles 130 can be stored on each stage of the shelf 110. In the example of
A marker 131 is attached to each of the articles 130 on the front side of the shelf 110. The marker 131 is formed in the same manner as the marker 150 explained with reference to
In the article management system 100, it is a general rule that the single marker 131 is to be attached to the articles 130 to be managed as a single group. To each of the first article 130A to the third article 130C, for example, the single marker 131 is attached as illustrated in
Returning to
The conveyor 120 can convey the article 130, and moves in the warehouse 101 to store 130 in the shelf 110 in the warehouse 101 and take the article 130 out of the shelf 110. As the conveyor 120, for example, a forklift is used. A plurality of the conveyors 120 may be disposed in the warehouse 101.
The photographing device 140 can photograph images and transmit a photographed image to the information processing apparatus 160 via a network 102. The photographing device 140 is attached to the conveyor 120 to direct a photographing direction of the photographing device 140 to the front of the conveyor 120. The photographing device 140 continues photographing unless otherwise instructed and continues transmitting a photographed image to the information processing apparatus 160. Incidentally, the network 102 is set to a radio communication network, but may be a wired network.
The information processing apparatus 160 receives the photographed image from the photographing device 140 to analyze it, to thereby update information of a storage place of the article 130. Details of the processing by the information processing apparatus 160 will be described later.
The display device 180 that is not illustrated in
[Hardware Configuration]
Next, there will be explained a hardware configuration of the information processing apparatus 160 with reference to
The CPU 161 controls the entire information processing apparatus 160. The CPU 161 executes processing based on programs stored in the memory device 162 or the like, and thereby functions of the information processing apparatus 160 illustrated in
The memory device 162 is a memory device such as a RAM, a ROM, or a HDD, and stores programs and stores data or the like to be used when the CPU 161 executes processing based on the programs. Further, the memory device 162 stores various tables to be explained later. The memory device 162 is one example of a storage medium that stores programs.
The communication interface 163 manages controls of communication between the information processing apparatus 160 and an external device such as the photographing device 140 or the display device 180.
Next, there will be explained a hardware configuration of the photographing device 140 with reference to
The CPU 141 controls the entire photographing device 140. The CPU 141 executes processing based on programs stored in the memory device 142 or the like, and thereby functions of the photographing device 140 illustrated in
The memory device 142 is a memory device such as a RAM, a ROM, or a HDD, and stores programs and stores data or the like to be used when the CPU 141 executes processing based on the programs.
The image sensor 143 is used when the photographing device 140 photographs, and generates a digital image from light that has passed through a not-illustrated lens.
The communication interface 144 manages controls of communication between the photographing device 140 and an external device such as the information processing apparatus 160.
Next, there will be explained a hardware configuration of the display device 180 with reference to
The CPU 181 controls the entire display device 180. The CPU 181 executes processing based on programs stored in the memory device 182 or the like, and thereby functions of the display device 180 illustrated in
The memory device 182 is a memory device such as a RAM, a ROM, or a HDD, and stores programs and stores data or the like to be used when the CPU 181 executes processing based on the programs.
The monitor 183 displays an image received by the information processing apparatus 160. As the monitor 183, a liquid crystal monitor or the like is used.
The communication interface 184 manages controls of communication between the display device 180 and an external device such as the information processing apparatus 160.
[Software Configuration]
Next, there will be explained a software configuration of the information processing apparatus 160 with reference to
The reception unit 170 receives a photographed image from the photographing device 140 via the communication interface 163.
The specification unit 171 specifies the shelf 110 from the photographed image based on the markers 150 of the shelf 110 contained in the photographed image received by the reception unit 170. Further, the specification unit 171 specifies the storage spaces 113 of the shelf 110 from the photographed image based on the markers 150 of the shelf 110 contained in the photographed image received by the reception unit 170. Further, the specification unit 171 specifies the article 130 stored in the storage space 113 of the shelf 110 from the photographed image based on the marker 131 of the article 130 contained in the photographed image received by the reception unit 170.
The acquisition unit 172 acquires storage space information, which is information of the storage spaces 113, from a later-explained shelf information table.
The memory unit 173 stores information of the shelf 110, information of the storage spaces 113, and information of the articles 130 that are specified by the specification unit 171 in an article storage information table of the memory device 162 in association with one another.
The generation unit 174 generates a superimposed image made by superimposing the information of the shelf 110 and the information of the articles 130 that are specified by the specification unit 171 on the photographed image received by the reception unit 170.
The transmission unit 175 transmits the superimposed image generated by the generation unit 174 to the display device 180 via the communication interface 163.
Next, there will be explained a software configuration of the photographing device 140 with reference to
The photographing unit 146 performs photographing using the image sensor 143 or the like to generate a photographed image.
The transmission unit 147 transmits the photographed image generated by the photographing unit 146 to the display device 180 via the communication interface 144.
Next, there will be explained a software configuration of the display device 180 with reference to
The reception unit 186 receives the superimposed image from the information processing apparatus 160 via the communication interface 184.
The display unit 187 displays the superimposed image received by the reception unit 186 on the monitor 183.
[Data Structure]
Next, there will be explained the shelf information table with reference to
The shelf ID is an identifier peculiar to each shelf 110.
The storage space information is information regarding the storage space 113 of the shelf 110, and is composed of a storage space number and a storage space ratio. The storage space number is the number of storage spaces 113 provided in the shelf 110, and is equal to the number of stages of the shelf 110. The storage space ratio is a ratio of lengths in a preset direction of the storage spaces 113 provided in the shelf 110. In this embodiment, the preset direction is set to the longitudinal direction (height direction of the shelf).
For example, as for the shelf 110 with the shelf ID of “T000” in
Incidentally, the storage space information may contain information of actual lengths in a preset direction of the respective storage spaces, in place of the storage space ratio. In this case, the specification unit 171 calculates the ratio of the lengths in the preset direction of the storage spaces 113 from the actual lengths in the preset direction of the respective storage spaces. The storage space ratio and the actual lengths in the preset direction of the respective storage spaces each are one example of length ratio information. The length ratio information is not limited to the storage space ratio or the actual length in the preset direction of the storage space, but only needs to be information capable of determining the ratio of the lengths in the preset direction of the storage spaces 113 provided in the shelf 110.
Next, there will be explained the article storage information table with reference to
In the article storage information table illustrated in
For example, in the article storage information table illustrated in
The article storage information table is not limited to the composition illustrated in
In an article storage information table in
The shelf information table in
Further, the shelf information table and the article storage information table have been explained as a RDB (relational database) here, but may be fabricated by one other than the RDB such as a KVS (key-value store), for example. Incidentally, the shelf information table and the article storage information table may be fabricated by a transaction-based database or a non-transaction-based database.
[Article Storage Information Update Processing]
Next, there will be explained article storage information update processing with reference to
In S100, the reception unit 170 receives the photographed image photographed by the photographing device 140 via the network 102.
In S101, the specification unit 171 reads the markers 131, 150 photographed in the photographed image received in S100. The specification unit 171 identifies whether the markers 131 each are the marker 131 of the article 130, in which the article ID has been stored, and whether the markers 150 each are the marker 150 of the shelf 110, in which the shelf ID has been stored, based on the read information. Further, the specification unit 171 handles the positions of the read markers 131, 150 as the position of the first region 151 to be the reading start position of 131, 150.
Here, with reference to
In S102 in
In the example of the photographed image I100 in
In S103 in
In S104, the acquisition unit 172 of the information processing apparatus 160 acquires the storage space information corresponding to the shelf ID from the shelf information table by using the shelf ID of the shelf 110 specified in S102. In the case where there are a plurality of the shelves 110 specified in S102, the acquisition unit 172 acquires the storage space information corresponding to each of the shelf IDs by using the shelf IDs of the respective shelves 110.
In S105, the specification unit 171 specifies the storage space 113 of the shelf 110 from the photographed image based on the markers 150 of the shelf 110 and the storage space information acquired in S104.
At this time, the specification unit 171 first specifies a rectangular region having lines parallel to the vertical direction of the object in the photographed image as its sides with the positions of the paired markers 150 of the shelf 110 used for the specification of the shelf 110 in S102 set to both ends of its diagonal line. The specified rectangular region is a region of the shelf 110 in the photographed image. In the example of the photographed image I100 in
Next, the specification unit 171, based on the storage space information, divides the specified rectangular region into regions to specify each of the divided regions as the storage space 113.
At this time, the specification unit 171 divides the specified rectangular region into a number of regions matching the storage space number of the storage space information. At the same time, the specification unit 171 divides the specified rectangular region in the longitudinal direction so that the ratio of lengths in the longitudinal direction, namely, in the vertical direction of the object in the photographed image becomes equal to the storage space ratio of the storage space information. Then, the specification unit 171 specifies each of the divided regions as the storage space 113. Incidentally, the storage space ID of the storage space 113 is set to increase by one as the storage space 113 goes upward by setting the storage space ID of the lowermost storage space 113 to 1, for example.
In the example of the photographed image I100 in
In S106 in
In the example of the photographed image I100 in
In S107, the memory unit 173 stores the shelf ID, the storage space ID, and the article ID in the article storage information table in association with one another to update the article storage information table. The shelf ID, the storage space ID, and the article ID that are stored here are the shelf ID of the shelf 110, the storage space ID of the storage space 113, and the article ID of the article 130 that are specified in S102, S105, and S106 respectively. Here, the article ID is associated with the storage space ID of the storage space 113 in which the article 130 corresponding to the article ID is stored. The storage space ID is associated with the shelf ID of the shelf 110 containing the storage space 113 corresponding to the storage space ID.
Incidentally, when in the article storage information table, as illustrated in
In S108, the generation unit 174 generates a superimposed image made by superimposing the information of the shelf 110 specified in S102 and the information of the articles 130 specified in S106 on the photographed image received in S100. Details of the superimposed image will be described later.
In S109, the transmission unit 175 transmits the superimposed image generated in S108 to the display device 180. The reception unit 186 of the display device 180 receives the superimposed image, and the display unit 187 of the display device 180 displays the received superimposed image on the monitor 183 of the display device 180.
In S110, the transmission unit 175 judges whether or not an instruction to finish the article storage information update processing illustrated in
[Superimposed Image]
Next, the superimposed image will be explained. The superimposed image is an image made by superimposing the information of the shelf 110 specified in S102 and the information of the articles 130 specified in S106 on the photographed image. In this embodiment, the shelf ID is used as the information of the shelf 110, and the article ID is used as the information of the article 130.
A superimposed image 1110 to be an example of the superimposed image is illustrated in
Incidentally, the superimposed image may be an image made by further superimposing the information of the storage spaces 113 specified in S105 on the photographed image. In this case, for example, the storage space ID may be used as the information of the storage space 113, and similarly to
[Effect]
As explained above, the specification unit 171 specifies the shelf 110 from the photographed image based on the markers 150 of the shelf 110 contained in the photographed image photographed by the photographing device 140. Further, the specification unit 171 specifies the articles 130 stored in the shelf 110 from the photographed image based on the markers 131 of the articles 130 contained in the photographed image. Further, the memory unit 173 stores the information of the shelf 110 and the information of the articles 130 that are specified by the specification unit 171 in the memory device 162 in association with each other.
Accordingly, it is possible to suppress the maintenance cost without the need to provide a sensor or the like on the shelf 110. Further, unstable work such that a man uses a reader to read an article placed on a high shelf is not accompanied.
Further, even in the case where storage places of articles in a warehouse are entrusted to workers at a job site, it is possible to specify a storage destination of the article 130 from the photographed image photographed by the photographing device 140, and the memory device 162 stores a specification result. Accordingly, it is possible to objectively manage the storage places of the articles 130.
Further, the information stored in the memory device 162 enables counting of types or an inventory amount of the articles 130 in the warehouse 101, which contributes to efficient inventory management.
Further, the specification unit 171 specifies the shelf 110 from the photographed image based on the markers 150 of the shelf 110 contained in the photographed image photographed by the photographing device 140. Further, the specification unit 171 specifies the articles 130 stored in the shelf 110 from the photographed image based on the markers 131 of the articles 130 contained in the photographed image. Accordingly, it is possible to perform the processing of specifying the shelf 110 and the article 130 by the information processing apparatus 160 at a faster speed.
Further, the photographing device 140 is attached to the conveyor 120. Thus, the photographing device 140 can photograph the state of the shelf 110 after the worker finishes taking in or out of the article 130 by using the conveyor 120. Accordingly, the article management system 100 can always keep the information of the storage places of the articles 130 to a new state based on this photographed image.
Further, the display device 180 displays the superimposed image. Thus, the worker can refer to the information of the articles 130 in the superimposed image displayed on the display device 180 to confirm that the worker himself/herself works correctly and the article management system 100 operates normally.
Further, the markers 150 are attached to the four corner portions on the front of the shelf 110. Each of the markers 150 is attached to the shelf 110 so as to make the first region 151 to be the reading start position of the marker 150 of the shelf 110 come close to the corner portion of the shelf 110 rather than the second region 152 being the other region of the marker of the shelf 110.
Here, the specification unit 171 represents the positions of the markers 150 in the photographed image by the first region 151 of the marker 150. Thus, when the specification unit 171 specifies the region of the shelf 110 in the photographed image from the markers 150, the region does not falsely become a narrow region, resulting in that it is possible to specify a region suitable for the shape of the shelf 110. Accordingly, the accuracy of specification of the article 130 to be stored in the shelf 110 improves.
Further, the acquisition unit 172 acquires the storage space information from the shelf information table. The specification unit 171 specifies the storage space 113 from the photographed image based on the storage space information acquired by the acquisition unit 172. Accordingly, even when the number of stages differs among the shelves 110 or the storage spaces 113 at the respective stages differ in size, the storage space information in the shelf information table is set appropriately, and thereby the specification unit 171 can specify the storage space 113 correctly.
Further, when in the photographed image, there are the paired markers 150 of the shelf 110 that are disposed in a direction inclined relative to the vertical direction of the object in the photographed image, the specification unit 171 specifies the shelf 110 from the photographed image based on the paired markers 150. Accordingly, even when the single marker 150 or the paired markers 150 on the diagonal line are not photographed in the photographed image, the specification unit 171 can specify the shelf 110.
Further, the specification unit 171 specifies, every marker 150 of the shelf 110 that indicates the same shelf 110, the shelf 110 from the photographed image based on the marker 150 of the shelf 110. Accordingly, even when a plurality of the shelves 110 are photographed in the photographed image, it is possible to correctly specify each of the shelves 110.
Next, there will be explained an article management system 100 according to a second embodiment. Here, regarding the article management system 100 according to the second embodiment, explanations of the points similar to those of the article management system 100 according to the first embodiment are omitted and differences will be explained mainly.
First, there will be explained positions of markers 250 of the shelf 110 in the second embodiment with reference to
Next, there will be explained a shelf information table in the second embodiment with reference to
The aspect ratio indicates a ratio of longitudinal and lateral lengths of the shelf 110. The shelf 110 with the shelf ID of “T000” has an aspect ratio of “1:1.3.” This indicates that the lateral length of the shelf 110 is 1.3 to the longitudinal length of the shelf 110 being 1 when the shelf 110 is viewed from the front.
Incidentally, the shelf information table may contain information of actual longitudinal and lateral lengths of the shelf 110 in place of the aspect ratio. In this case, the specification unit 171 calculates the ratio of the longitudinal and lateral lengths of the shelf 110 from the actual longitudinal and lateral lengths of the shelf 110. The aspect ratio and the actual longitudinal and lateral lengths of the shelf 110 each are one example of longitudinal and lateral ratio information. The longitudinal and lateral ratio information is not limited to the aspect ratio or the actual longitudinal and lateral lengths of the shelf 110, but only needs to be information capable of determining the ratio of the longitudinal and lateral lengths of the shelf 110.
Next, there will be explained article storage information update processing in the second embodiment. In principle, the article storage information update processing is similar to the article storage information update processing in the first embodiment illustrated in
In S102 in the second embodiment, the specification unit 171 specifies the shelf 110 from the read markers 150 of the shelf 110. More specifically, when there are paired markers 150 of the shelf 110 disposed in line in the vertical direction of an object in a photographed image in the photographed image and these paired markers 150 have the same shelf ID, the specification unit 171 specifies the shelf 110 with the shelf ID from the photographed image. The specification unit 171 can also specify the plural shelves 110 from the photographed image.
In the example of a photographed image I200 in
In S104 in the second embodiment, the acquisition unit 172 acquires the aspect ratio together with the storage space information corresponding to the shelf ID from the shelf information table by using the shelf ID of the shelf 110 specified in S102.
In S105 in the second embodiment, the specification unit 171 specifies the storage spaces 113 of the shelf 110 from the photographed image based on the markers 250 of the shelf 110 and the storage space information and the aspect ratio that are acquired in S104.
At this time, the specification unit 171 first obtains the longitudinal length of the shelf 110 in the photographed image. This is equal to the distance between the paired markers 150 of the shelf 110 that are used for the specification of the shelf 110.
Next, the specification unit 171 obtains the lateral length of the shelf 110 in the photographed image from the longitudinal length of the shelf 110 in the photographed image and the aspect ratio acquired in S104.
Next, the specification unit 171 specifies a rectangular region such that midpoints of a pair of facing sides become the paired markers 250 and a pair of sides becomes parallel to the vertical direction of the object in the photographed image I100. The lateral length of this specified rectangular region is set to be equal to the lateral length of the shelf 110 in the photographed image obtained in the preceding processing.
In the example of the photographed image I200 in
Next, the specification unit 171 divides the specified rectangular region into regions based on the storage space information, to then specify each of the divided regions as the storage space 113. This processing is similar to the processing in the first embodiment.
In the example of the photographed image I200 in
The other processing of the article storage information update processing in the second embodiment is similar to that in the first embodiment.
As above, also in the second embodiment, the maintenance cost is suppressed and unstable work is not accompanied similarly to the first embodiment. Further, even in the case where determination of storage places of articles in a warehouse is entrusted to workers at a job site, it is possible to specify a storage destination of the article 130 from the photographed image photographed by the photographing device 140. Then, the memory device 162 stores a specification result. Accordingly, it is possible to objectively manage the storage places of the articles 130. Further, the information stored in the memory device 162 enables counting of types or an inventory amount of the articles 130 in the warehouse 101, which contributes to efficient inventory management.
Incidentally, each one of the markers 250 in the second embodiment may be attached to the middle portion in the vertical direction at the left of the shelf 110 and to the middle portion in the vertical direction at the right of the shelf 110. That i each one of the markers 250 may be attached to the middle in the vertical direction on the front side of the paired sidewalls 111 illustrated in
Next, there will be explained an article management system 100 according to a third embodiment. The article management system 100 according to the third embodiment performs the following first presenting processing and second presenting processing in addition to the processings of the article management systems 100 according to the above-described embodiments.
The first presenting processing is processing to present, when a worker takes the article 130 out of the warehouse 101, the storage place of the article 130 to be taken out of the warehouse 101 to the worker or the like.
The second presenting processing is processing to present, when a worker takes the article 130 into the warehouse 101, the storage place of the article 130 to be taken into the warehouse 101 to the worker or the like.
First, there will be explained the first presenting processing.
The specification unit 171 acquires the article ID of the article 130 to be taken out of the warehouse 101 from a not-illustrated input device of the information processing apparatus 160 or an external device via the network 102.
Next, the specification unit 171 searches the article storage information table using the acquired article ID, and acquires the shelf ID and the storage space ID as information of the storage space 113 of the shelf 110 in which the article 130 corresponding to the article ID has been stored. In this manner, the specification unit 171 specifies the shelf 110 and the storage space 113 in which the article 130 has been stored.
Next, the transmission unit 175 of the information processing apparatus 160 transmits the shelf ID and the storage space ID that are acquired by the specification unit 171 to the display device 180.
The reception unit 186 of the display device 180 receives the shelf ID and the storage space ID from the information processing apparatus 160.
The display unit 187 of the display device 180 displays the shelf ID and the storage space ID that are received by the reception unit 186 on the monitor 183 as the storage place of the article 130 to be taken out of the warehouse 101.
In this manner, the article management system 100 presents the storage place of the article 130 to be taken out of the warehouse 101 to the worker or the manager.
Next, there will be explained the second presenting processing.
The specification unit 171 searches the article storage information table to acquire the shelf ID and the storage space ID of the storage space 113 in which the article 130 has not been stored. In this manner, the specification unit 171 specifies the shelf 110 and the storage space 113 to be the storage place of the article 130 to be taken into the warehouse 101.
Incidentally, in the article management system 100, the articles 130 may be classified into groups beforehand according to the type or the like of the article 130. In this case, the specification unit 171 may specify the storage space 113 of the shelf 110, which is close to the storage place of the articles 130 in a group to which the article 130 to be taken into the warehouse 101 belongs and in which the article 130 has not been stored, as the storage place of the article 130. For example, the specification unit 171 specifies the storage space 113 of the shelf 110, which is the shelf 110 in which the articles 130 in a group to which the article 130 to be taken into the warehouse 101 belongs are stored and that has the storage space 113 in which the article 130 has not been stored, as the storage place of the article 130.
Next, the transmission unit 175 of the information processing apparatus 160 transmits the shelf ID and the storage space ID that are acquired by the specification unit 171 to the display device 180.
The reception unit 186 of the display device 180 receives the shelf ID and the storage space ID from the information processing apparatus 160.
The display unit 187 of the display device 180 displays the shelf ID and the storage space ID that are received by the reception unit 186 on the monitor 183 as the storage place of the article 130 to be taken into the warehouse 101.
In this manner, the article management system 100 presents the storage place of the article 130 to be taken into the warehouse 101 to the worker or the manager.
As above, according to the article management system 100 according to the third embodiment, it is possible to present the storage place of the article 130 to be taken out of the warehouse 101 to the worker or the manager from the article storage information table to be updated by the article storage information update processing. Further, it is possible to present the storage place of the article 130 to be taken into the warehouse 101 to the worker or the manager. Accordingly, efficient management of the articles 130 in the warehouse 101 is enabled.
The above-described article management systems 100 each include the display device 180, but do not need to include the display device 180. At this time, the information processing apparatus 160 does not need to generate or transmit a superimposed image.
Further, the above-described markers 131, 150, and 250 are the ones to be attached to the shelf 110 and the article 130, but may be ones to be directly printed on the shelf 110 and the article 130.
Further, in the above-described article management systems 100, the specification unit 171 continues specification until specification of the storage space 113 of the shelf 110 in which the article 130 is to be stored. However, the specification unit 171 may stop specification after specifying the shelf 110 in which the article 130 is to be stored. Thereby, the specification unit 171 does not need to specify the storage space 113, resulting in that speeding up of the processing is achieved. Further, in this case, the shelf information table is not needed, and the storage space IDs in the article storage information table are not needed. Accordingly, it is possible to reduce a memory capacity of the memory device 162.
In the foregoing, the preferred embodiments of the present invention have been described in detail, but the present invention should not be limited to the specific embodiments and various alternation and modification are possible within a range of the scope of the present invention that is disclosed in the claims. For example, the above-described embodiments may be combined arbitrarily and implemented.
Incidentally, the photographing device 140, the information processing apparatus 160, and the display device 180 each are one example of a computer.
Number | Date | Country | Kind |
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2016-127233 | Jun 2016 | JP | national |
Filing Document | Filing Date | Country | Kind |
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PCT/JP2017/023263 | 6/23/2017 | WO | 00 |