CN110428409A - Furniture quality detecting method and system - Google Patents
Furniture quality detecting method and system Download PDFInfo
- Publication number
- CN110428409A CN110428409A CN201910701516.1A CN201910701516A CN110428409A CN 110428409 A CN110428409 A CN 110428409A CN 201910701516 A CN201910701516 A CN 201910701516A CN 110428409 A CN110428409 A CN 110428409A
- Authority
- CN
- China
- Prior art keywords
- information
- furniture
- furniture panel
- presupposed
- terminal
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/10—Segmentation; Edge detection
- G06T7/136—Segmentation; Edge detection involving thresholding
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/40—Analysis of texture
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30108—Industrial image inspection
- G06T2207/30161—Wood; Lumber
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Multimedia (AREA)
- Quality & Reliability (AREA)
- General Factory Administration (AREA)
Abstract
The invention discloses a kind of furniture quality detecting method and systems, this method comprises: obtaining the production schedule information to be processed of server distribution by terminal, prepare production material requested according to production schedule information to be processed, wherein production material requested is treated Furniture panel, storage unit is provided on Furniture panel, terminal and server are in same local area network；The first presupposed information and the second presupposed information of storage unit are read by reader, first presupposed information is production Plan recognition code, second presupposed information is board material splice information, and board material splice information is the information for indicating respective plates splicing relationship opposite with other plates；The surface image of Furniture panel is obtained by acquisition unit, and is sent to terminal；The first presupposed information, the second presupposed information and Furniture panel surface image are handled by terminal recognition, generates quality information.The method had not only improved quality inspection efficiency, but also was able to achieve effective control in Furniture manufacturing ingredient link to quality.
Description
Technical field
The present invention relates to technical field of quality detection more particularly to a kind of furniture quality detecting method and systems.
Background technique
The production process of furniture item is the important link of furniture item quality control, has directly influenced final production and has gone out
Form, structure, whole visual effect, using effect of the furniture item come etc., modern furniture production will not only guarantee product product
Matter reaches a standard, it is also necessary to production efficiency is improved, so the links of production process require to be rigid in checking up to quality.
Wood furniture emphasizes that with the precious timber such as material reasonable standard, especially Huanghua Pear, narra, usual timber is smaller,
When making the biggish plate of area, the operation such as need to carry out spreading using muti-piece timber, spell money, thicken, and different timber
Often its texture, color etc. are not quite similar, and usually carry out ingredient by carpenter master worker in the prior art, are easy to neglect due to human factor
Depending on wood sheet heterochromia itself, texture difference, lack effective quality control.
Summary of the invention
The purpose of the present invention is to provide a kind of furniture quality detecting method and systems, to solve in the prior art in Furniture manufacturing
Ingredient link lacks the problem of effective quality is managed since human factor ignores wood sheet color itself, texture difference.
To achieve the above object, first aspect of the embodiment of the present invention provides a kind of furniture quality detecting method, comprising:
The production schedule information to be processed that server distribution is obtained by terminal prepares according to production schedule information to be processed
Produce material requested, wherein the production material requested includes treated Furniture panel, is provided on the Furniture panel
Storage unit, the terminal and server are in same local area network；
The first presupposed information and the second presupposed information of storage unit are read by reader, first presupposed information is
Production plan identification code, second presupposed information are board material splice information, and the board material splice information is for indicating corresponding
The information of plate splicing relationship opposite with other plates；
The surface image of the Furniture panel is obtained by acquisition unit, and is sent to terminal；
The first presupposed information, the second presupposed information and Furniture panel surface image are handled by terminal recognition, generates quality inspection
Information.
Optionally, described that first presupposed information, the second presupposed information and Furniture panel exterior view are handled by terminal recognition
Picture generates quality information, comprising:
The first presupposed information of identifying processing, between server acquisition production schedule information to be processed, each block of plate of acquisition
Incidence relation；
The second presupposed information of identifying processing obtains the splicing relationship of respective plates and adjacent sheet metal；
Identifying processing Furniture panel surface image obtains Furniture panel surface characteristics information；
The plate surface characteristic information that identifying processing mutually splices generates quality information.
Optionally, the identifying processing Furniture panel surface image obtains Furniture panel surface characteristics information, comprising:
Extract Furniture panel surface color characteristic information；
Extract Furniture panel surface texture feature information.
Optionally, the plate surface characteristic information that the identifying processing mutually splices generates quality information, comprising:
Judge whether the plate surface color characteristic difference value mutually spliced falls into pre-set interval, generates the first judgement knot
Fruit；
By presetting the connecting method and texture trend of the plate that Network Recognition is mutually spliced, the second judgement knot is generated
Fruit；
Quality information is generated according to the first judging result and the second judging result.
Optionally, the extraction Furniture panel surface texture feature information, comprising: Furniture panel surface image is carried out pre-
Processing；Extract the texture feature information by pretreated Furniture panel surface image.
Second aspect of the embodiment of the present invention provides a kind of furniture quality inspection system, the system comprises: terminal, is deposited server
Storage unit, reader and acquisition unit, wherein the terminal and server are in same local area network,
The storage unit is set on Furniture panel, described for storing the first presupposed information and the second presupposed information
First presupposed information is production Plan recognition code, and second presupposed information is board material splice information, the board material splice information
For indicating the information of respective plates splicing relationship opposite with other plates；
The reader is used to read the first presupposed information and the second presupposed information of the storage unit storage, and sends
To terminal；
The acquisition unit is used to obtain the surface image of Furniture panel, and is sent to terminal；
The terminal includes:
First receiving module, for receiving the production schedule information to be processed of server distribution, the production meter to be processed
It draws and carries production material requested information in information, the production material requested is Furniture panel；
Second receiving module, for receiving the first presupposed information and the second presupposed information of reader transmission；
Third receiving module, the surface image of the Furniture panel for receiving acquisition unit transmission；
Processing module handles the first presupposed information, the second presupposed information and Furniture panel surface image for identification, generates
Quality information.
Optionally, the processing module further include:
First processing submodule, handles the first presupposed information for identification, obtains production plan letter to be processed from server
Breath obtains the incidence relation between each block of plate；
Second processing submodule handles the second presupposed information for identification, obtains the splicing of respective plates and adjacent sheet metal
Relationship；
Third handles submodule, handles Furniture panel surface image for identification, obtains Furniture panel surface characteristics information；
Fourth process submodule handles the plate surface characteristic information mutually spliced for identification, generates quality information.
Optionally, the third handles submodule further include:
First extracting sub-module, for extracting Furniture panel surface color characteristic information；
It is special to extract Furniture panel surface texture for handling Furniture panel surface image for second extracting sub-module
Reference breath.
Optionally, the fourth process submodule further include:
Whether the first judging submodule, the plate surface color characteristic difference value for judging mutually to splice fall into preset areas
Between, generate the first judging result；
Second judgment submodule, the connecting method and texture of the plate for mutually being spliced by default Network Recognition are walked
To the second judging result of generation；
Submodule is analyzed, for generating quality information according to the first judging result and the second judging result.
Optionally, second extracting sub-module further include:
Submodule is pre-processed, for pre-processing to Furniture panel surface image；
Acquisition submodule, for extracting the texture feature information by pretreated Furniture panel surface image.
Compared with prior art, the beneficial effects of the present invention are:
Using furniture quality detecting method provided in an embodiment of the present invention, staff by terminal obtain that server distributes to
Process for producing plan information, and the required Furniture panel of production is prepared according to the information, it is provided with storage unit on Furniture panel,
The presupposed information of storage unit storage is read by reader, while the surface image of Furniture panel is obtained by acquisition unit,
Identifying processing is carried out to image and presupposed information by terminal, generates corresponding quality information, has not only improved quality inspection efficiency, but also can be real
Present effective control of the Furniture manufacturing ingredient link to quality.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, the accompanying drawings in the following description is only the preferred embodiment of the present invention, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is the furniture quality detecting method flow diagram that one embodiment of the invention provides.
Fig. 2 be another embodiment of the present invention provides furniture quality detecting method flow diagram.
Fig. 3 be another embodiment of the present invention provides furniture quality detecting method flow diagram.
Fig. 4 be another embodiment of the present invention provides Furniture panel splicing construction schematic diagram.
Fig. 5 is the furniture quality inspection system structural schematic diagram that one embodiment of the invention provides.
Specific embodiment
In order to keep the purposes, technical schemes and advantages of the embodiment of the present invention clearer, implement below in conjunction with the present invention
Attached drawing in example, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment
It is a part of the embodiment of the present invention, instead of all the embodiments.
Fig. 1 is the furniture quality detecting method flow diagram that one embodiment of the invention provides.Terminal in the method can be with
It is the equipment such as PC, tablet computer, laptop, workstation computer；The server can be computer, servomechanism etc. and set
It is standby；The acquisition unit can be the equipment such as camera, camera；The storage unit can be electronic tag or one-dimension code or two
Tie up code or other forms；The reader is the relevant device that operation can be read and write to storage unit, the embodiment of the present invention
In, it is not specifically limited herein.
In addition, terminal and server are in same local area network, terminal and reader, acquisition unit in embodiments of the present invention
Between communication modes can be through cable communication, be also possible to wireless network, be also possible to other communication modes, the present invention
In embodiment, it is not specifically limited herein.
In addition, the production plan in the method refers to the plan of Furniture Manufacturing Enterprise production furniture item, each production
Plan can be the production of corresponding a piece of furniture product, is also possible to the production of corresponding more than one piece furniture item, is also possible to correspond to
The production of some component in furniture item in the embodiment of the present invention, is not specifically limited herein.
As shown in Figure 1, the furniture quality detecting method includes:
S11, the production schedule information to be processed that server distribution is obtained by terminal, according to production schedule information to be processed
Prepare production material requested, wherein the production material requested includes treated Furniture panel, is set on the Furniture panel
It is equipped with storage unit, the terminal and server are in same local area network.
Wherein, terminal and server are in same local area network and refer to that the corresponding user of terminal can infuse in server
Volume, the corresponding user of terminal can log in by terminal, thus by the information of terminal acquisition server internal, and to end
Corresponding user is held to be shown.
In the present embodiment, user by terminal obtain server distribution production schedule information to be processed, in order to
Family carries out ingredient, that is, material needed for preparing production furniture.
Wherein, the production schedule information to be processed may include for the unique identification production plan plan odd numbers,
Furniture manufacturing material requested information, furniture material assembling information, the design drawing information of corresponding production furniture, processing time etc.
Information.
In addition, the treated Furniture panel, refers to and have passed through drying, cutting, edge sealing, punching, one in net material
Road or the processed wooden boards of multiple working procedure.It is provided with storage unit on the Furniture panel, in order in subsequent step,
The relevant information of corresponding Furniture panel can be obtained by reading storage unit.
The server is internal server, for example, the server can be the server inside Furniture Manufacturing Enterprise, it should
Server memory contains all production schedule informations of enterprise, and the production schedule information may include processed production schedule information
With production schedule information to be processed, production schedule information to be processed may include allocated production schedule information to be processed and not
The production schedule information of distribution.
S12, the first presupposed information and the second presupposed information that storage unit is read by reader, the described first default letter
Breath is production Plan recognition code, and second presupposed information is board material splice information, and the board material splice information is for indicating
The information of respective plates splicing relationship opposite with other plates.
In the present embodiment, the first presupposed information and the second presupposed information that store in storage unit are read by reader
Afterwards, first presupposed information and the second presupposed information can be sent to terminal, so as in subsequent step, terminal can be according to the
One presupposed information and the second presupposed information obtain production schedule information belonging to corresponding Furniture panel and the spelling with other plates
Connect information.
Wherein, the production plan identification code is the identification information of production plan to be processed, can be for by predetermined registration operation
Plan odd numbers.Predetermined registration operation is carried out to plan odd numbers, can be that plan odd numbers is encrypted, or to plan
Odd numbers adds other characters, can also be to carry out other processing to plan odd numbers.
Respective plates splicing relationship opposite with other plates refers to that the Furniture panel for being provided with the electronic tag is each
Face, while with each face of other plates, while the relationships such as connecting method, stitching direction.It is described to be used to indicate respective plates and other
The information of the opposite splicing relationship of plate may include be provided with the Furniture panel of the electronic tag essential information and and other
The opposite splicing relationship of plate.The essential information of the Furniture panel may include the identification information of Furniture panel.
It is obtained in the first presupposed information of reader transmission and the terminal and step S11 of the second presupposed information in addition, receiving
The terminal of the production schedule information to be processed of server distribution can not be the same terminal.
S13, the surface image that the Furniture panel is obtained by acquisition unit, and it is sent to terminal.
In the present embodiment, after the surface image that the Furniture panel is obtained by acquisition unit, carried to terminal transmission
The data flow of the Furniture panel surface image, in order to which in subsequent step, terminal knows furniture class plate surface image
Other places reason.
Wherein, when obtaining the surface image of the Furniture panel by acquisition unit, it is each that target Furniture panel should be obtained
The surface image in face.
In addition, first for receiving the terminal for the Furniture panel surface image that acquisition unit is sent and receiving reader transmission is pre-
If information and the terminal of the second presupposed information should be the same terminals；With the life to be processed for obtaining server distribution in step S11
The terminal for producing plan information can not be the same terminal.
S14, the first presupposed information, the second presupposed information and Furniture panel surface image are handled by terminal recognition, generated
Quality information.
Wherein, terminal is established in the first presupposed information of identifying processing, the second presupposed information and Furniture panel surface image
The incidence relation of first presupposed information, the second presupposed information and Furniture panel surface image, that is, family needed for establishing every piece of production
Have its affiliated production plan of plate, the incidence relation spliced between relationship, its surface image opposite with other plates.Terminal generates
Quality information on the one hand can be shown to user, optimization easy to adjustment in time, to avoid causing shadow to subsequent production link
It rings；Another aspect terminal can upload onto the server quality information, and corresponding life can be recorded in quality information by server
It produces in the works, is traced convenient for the later period.
Using furniture quality detecting method provided in this embodiment, staff obtains the to be processed of server distribution by terminal
Production schedule information, and the required Furniture panel of production is prepared according to the information, it is provided with storage unit on Furniture panel, is passed through
Reader reads the presupposed information of storage unit storage, while the surface image of Furniture panel is obtained by acquisition unit, by end
End carries out identifying processing to image and presupposed information, generates corresponding quality information, has not only improved quality inspection efficiency, but also be able to achieve
Effective control of the Furniture manufacturing ingredient link to quality.
Fig. 2 be another embodiment of the present invention provides furniture quality detecting method flow diagram.
As shown in Fig. 2, handling the first presupposed information, the second presupposed information and Furniture panel surface above by terminal recognition
Image generates quality information, may include:
S141, the first presupposed information of identifying processing obtain production schedule information to be processed from server, obtain each block of plate
Between incidence relation.
In the present embodiment, after terminal receives the first presupposed information, obtained accordingly by the first presupposed information from server
Production schedule information to be processed, and each block of plate needed for the production plan is obtained from the production schedule information to be processed
Between incidence relation, the incidence relation refers to connecting method between each block of plate, positional relationship.
Wherein, the terminal of the first presupposed information described in identifying processing and the production plan to be processed of reception server distribution are believed
The terminal of breath can not be the same terminal.
S142, the second presupposed information of identifying processing obtain the splicing relationship of respective plates and adjacent sheet metal.
Wherein, after terminal receives the second presupposed information, each of each face of respective plates is obtained according to the second presupposed information
The splicing relationship on side and adjacent sheet metal is spliced for example, the positive long side of the plate is vertical with adjacent sheet metal, and the short side of the plate is not
With other board material splices etc..
S143, identifying processing Furniture panel surface image obtain Furniture panel surface characteristics information.
In the present embodiment, received Furniture panel surface image is handled by terminal recognition, obtains Furniture panel table
Region feature information, in order to carry out quality inspection according to the respective surface characteristics information of the Furniture panel mutually spliced in subsequent step.
The plate surface characteristic information that S144, identifying processing mutually splice generates quality information.
Wherein, terminal is obtained according to the splicing relationship of incidence relation and each block of plate and adjacent sheet metal between each block of plate
Each side for taking each piece of each face of plate in the production plan is spliced by which kind of connecting method respectively, further according to mutual
The respective surface characteristics information of the Furniture panel of splicing generates quality information based on preset quality testing standard.
In some embodiments, the identifying processing Furniture panel surface image obtains Furniture panel surface characteristics information,
It may include: to extract Furniture panel surface color characteristic information；Extract Furniture panel surface texture feature information.
Wherein, the extraction Furniture panel surface color characteristic information, can be based on hsv color model extraction furniture-plates
Form and aspect, tone, lightness of material surface image etc. are used as color characteristic information, are also possible to the statistical nature based on color parameter and calculate
Method calculates the HIS value of furniture plate surface image using as color characteristic information, or extracts furniture-plates by other means
The characteristics of material surface color characteristic information, above-mentioned several extracting methods can preferably embody human eye vision, the family extracted
Tool plate surface color characteristic information can preferably express impression of the human eye for Furniture panel color.
Further, the extraction Furniture panel surface texture feature information, may include: to Furniture panel surface image
It is pre-processed；Extract the texture feature information by pretreated Furniture panel surface image.
Wherein, described that Furniture panel surface image is pre-processed, it may include: to pass through maximum value process or average first
Value method or weighted mean method take gray value to handle Furniture panel surface image, while Furniture panel will be not belonging in image
The part of surface image removes；Secondly the Furniture panel surface image noise Jing Guo preliminary treatment is inhibited, this step can
To use median filtering algorithm, other methods can also be used；It again, is artwork master by the image procossing Jing Guo noise suppressed
Picture, makes texture part black darker in image, and brighter part is white between plate grain, in order to texture feature extraction
Information can realize above-mentioned treatment process by adaptive active noise controlo split plot design, to save the textured spy of institute in image as far as possible
Reference breath.Irrelevant information is eliminated substantially by pretreated Furniture panel surface image, and remains the line of the overwhelming majority
Characteristic information is managed, in order to subsequent step processing.
Fig. 3 be another embodiment of the present invention provides furniture quality detecting method flow diagram.
As shown in figure 3, the plate surface characteristic information that the identifying processing mutually splices, generates quality information, can wrap
It includes:
Whether the plate surface color characteristic difference value that S1441, judgement are mutually spliced falls into pre-set interval, generates first and sentences
Disconnected result.
Wherein, according to the splicing relationship of incidence relation and plate between plate, the plate mutually spliced respectively table is obtained
Face color characteristic information, and calculate the difference value of the respective surface color characteristic information of the two plates mutually spliced.It is described default
Section can determine that, if the difference value is without falling into pre-set interval, first judges according to furniture enterprise quality testing standard
As a result for the two plates mutually spliced, respectively surface color difference is obvious, does not meet quality testing standard；If the difference value is fallen into
In pre-set interval, then the first judging result is that respectively surface color difference is smaller for the two plates mutually spliced, meets quality inspection mark
It is quasi-.
In some embodiments, the pre-set interval can be the section that multiple ranges are descending, successively include, with root
Difference value is further segmented according to quality testing standard, to obtain diversified judging result.
S1442, the connecting method by presetting the plate that Network Recognition is mutually spliced and texture move towards, and generate second and sentence
Disconnected result.
Wherein, the default network can be probabilistic neural network, be also possible to multitask convolutional neural networks, this implementation
This is not particularly limited in example.Fig. 4 is Furniture panel splicing construction schematic diagram provided in this embodiment, as shown in figure 4, described
The connecting method of the plate mutually spliced can be vertical splicing, be also possible to join together or other connecting methods, mutually spell
Whether beautiful and furniture item entirety the power of furniture item that the respective texture trend of the plate connect comes out final production
It is particularly significant to learn intensity.In some embodiments, according to furniture enterprise quality testing standard, mutually spelled if default Network Recognition goes out
Its texture of the plate connect trend does not meet quality testing standard with connecting method, such as the respective texture of the two plates to join together is walked
To being mutually perpendicular to, then it is unqualified for generating the second judging result；If the respective texture of the two plates to join together moves towards identical
And it is substantially continuous, then the second judging result is generated as qualification.
S1443, quality information is generated according to the first judging result and the second judging result.
Wherein, terminal generates quality information according to the first judging result and the second judging result, and the quality information can be with
Server is sent to by terminal to be stored, can also be shown from terminal to user, in order to which staff is according to quality inspection
Information is in time adjusted respective plates, avoids the total quality for influencing the furniture item of final production.
Based on same inventive concept, Fig. 5 is the furniture quality inspection system structural schematic diagram that one embodiment of the invention provides.Such as
Shown in Fig. 5, the system comprises terminal 1, server 2, storage unit 3, reader 4 and acquisition units 5, wherein the end
End 1 is in same local area network with server 2.
Wherein, the storage unit 3 is set on Furniture panel, for storing the first presupposed information and the second default letter
Breath, first presupposed information are production Plan recognition code, and second presupposed information is board material splice information, and the plate is spelled
Information is connect for indicating the information of respective plates splicing relationship opposite with other plates.
The reader 4 is used to read the first presupposed information and the second presupposed information of the storage unit storage, concurrently
It send to terminal.
The acquisition unit 5 is used to obtain the surface image of Furniture panel, and is sent to terminal 1.
The terminal 1 includes the first receiving module 11, the second receiving module 12, third receiving module 13 and processing module
14。
Wherein, first receiving module 11, for receive server distribution production schedule information to be processed, it is described to
Production material requested information is carried in process for producing plan information, the production material requested is Furniture panel.
Second receiving module 12, for receiving the first presupposed information and the second presupposed information of reader transmission.
The third receiving module 13, the surface image of the Furniture panel for receiving acquisition unit transmission.
The processing module 14 handles the first presupposed information, the second presupposed information and Furniture panel exterior view for identification
Picture generates quality information.
Optionally, the processing module 14 further includes the first processing submodule, second processing submodule, third processing submodule
Block and fourth process submodule.
Wherein, the first processing submodule, handles the first presupposed information for identification, obtains life to be processed from server
Plan information is produced, the incidence relation between each block of plate is obtained.
The second processing submodule, handles the second presupposed information for identification, obtains respective plates and adjacent sheet metal
Splicing relationship.
The third handles submodule, handles Furniture panel surface image for identification, obtains Furniture panel surface characteristics
Information.
The fourth process submodule handles the plate surface characteristic information mutually spliced for identification, generates quality inspection letter
Breath.
Optionally, the third processing submodule further includes the first extracting sub-module and the second extracting sub-module.
Wherein, first extracting sub-module is for extracting Furniture panel surface color characteristic information.
Second extracting sub-module extracts Furniture panel surface texture for handling Furniture panel surface image
Characteristic information.
Optionally, the fourth process submodule further includes the first judging submodule, second judgment submodule and analysis
Module.
Wherein, first judging submodule is for judging whether the plate surface color characteristic difference value mutually spliced falls
Enter pre-set interval, generates the first judging result.
The second judgment submodule is used for connecting method and line by presetting the plate that Network Recognition is mutually spliced
Reason trend, generates the second judging result.
The analysis submodule is used to generate quality information according to the first judging result and the second judging result.
Optionally, second extracting sub-module further includes pretreatment submodule and acquisition submodule.
Wherein.The pretreatment submodule is for pre-processing Furniture panel surface image.
The acquisition submodule is used to extract the texture feature information by pretreated Furniture panel surface image.
The system is referred to preceding method implementation for executing previous embodiment, implementing principle and technical effect
Example, details are not described herein.
The embodiment of the present invention also provides a kind of computer readable storage medium, is stored thereon with computer program, the meter
Calculation machine program realizes the step of Fig. 1 corresponding the method when being executed by processor.
The above module can be arranged to implement one or more integrated circuits of above method, such as: one
Or multiple specific integrated circuits, or, one or more microprocessors, or, one or more field programmable gate array etc..Again
Such as, when some above module is realized by way of processing element scheduler program code, which can be general place
Manage device, such as central processing unit or it is other can be with the processor of caller code.For another example, these modules can integrate one
It rises, is realized in the form of system on chip.
In several embodiments provided by the present invention, it should be understood that disclosed system and method can pass through it
Its mode is realized.For example, system embodiment described above is only schematical, for example, the module or unit
It divides, only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components
It can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown or
The mutual coupling, direct-coupling or communication connection discussed can be through some interfaces, the indirect coupling of device or unit
It closes or communicates to connect, can be electrical property, mechanical or other forms.
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all in spirit of the invention and
Within principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (10)
1. a kind of furniture quality detecting method characterized by comprising
The production schedule information to be processed that server distribution is obtained by terminal prepares to produce according to production schedule information to be processed
Material requested, wherein the production material requested includes treated Furniture panel, and storage is provided on the Furniture panel
Unit, the terminal and server are in same local area network；
The first presupposed information and the second presupposed information of storage unit are read by reader, first presupposed information is production
Plan recognition code, second presupposed information are board material splice information, and the board material splice information is for indicating respective plates
The information of splicing relationship opposite with other plates；
The surface image of the Furniture panel is obtained by acquisition unit, and is sent to terminal；
The first presupposed information, the second presupposed information and Furniture panel surface image are handled by terminal recognition, generates quality information.
2. furniture quality detecting method according to claim 1, which is characterized in that described default by terminal recognition processing first
Information, the second presupposed information and Furniture panel surface image generate quality information, comprising:
The first presupposed information of identifying processing obtains production schedule information to be processed from server, obtains the association between each block of plate
Relationship；
The second presupposed information of identifying processing obtains the splicing relationship of respective plates and adjacent sheet metal；
Identifying processing Furniture panel surface image obtains Furniture panel surface characteristics information；
The plate surface characteristic information that identifying processing mutually splices generates quality information.
3. furniture quality detecting method according to claim 2, which is characterized in that the identifying processing Furniture panel exterior view
Picture obtains Furniture panel surface characteristics information, comprising: extracts Furniture panel surface color characteristic information；Extract Furniture panel table
Face texture feature information.
4. furniture quality detecting method according to claim 3, which is characterized in that the plate table that the identifying processing mutually splices
Region feature information generates quality information, comprising:
Judge whether the plate surface color characteristic difference value mutually spliced falls into pre-set interval, generates the first judging result；
By presetting the connecting method and texture trend of the plate that Network Recognition is mutually spliced, the second judging result is generated；
Quality information is generated according to the first judging result and the second judging result.
5. furniture quality detecting method according to claim 3, which is characterized in that the extraction Furniture panel surface texture feature
Information, comprising: Furniture panel surface image is pre-processed；Extract the texture by pretreated Furniture panel surface image
Characteristic information.
6. a kind of furniture quality inspection system, which is characterized in that the system comprises terminal, server, storage unit, reader and
Acquisition unit, wherein the terminal and server are in same local area network,
The storage unit is set on Furniture panel, for storing the first presupposed information and the second presupposed information, described first
Presupposed information is production Plan recognition code, and second presupposed information is board material splice information, and the board material splice information is used for
Indicate the information of respective plates splicing relationship opposite with other plates；
The reader is used to read the first presupposed information and the second presupposed information of the storage unit storage, and is sent to end
End；
The acquisition unit is used to obtain the surface image of Furniture panel, and is sent to terminal；
The terminal includes:
First receiving module, for receiving the production schedule information to be processed of server distribution, the production plan letter to be processed
Production material requested information is carried in breath, the production material requested is Furniture panel；
Second receiving module, for receiving the first presupposed information and the second presupposed information of reader transmission；
Third receiving module, the surface image of the Furniture panel for receiving acquisition unit transmission；
Processing module handles the first presupposed information, the second presupposed information and Furniture panel surface image for identification, generates quality inspection
Information.
7. furniture quality inspection system according to claim 6, which is characterized in that the processing module further include:
First processing submodule, handles the first presupposed information for identification, obtains production schedule information to be processed from server, obtains
Take the incidence relation between each block of plate；
Second processing submodule handles the second presupposed information for identification, obtains the splicing relationship of respective plates and adjacent sheet metal；
Third handles submodule, handles Furniture panel surface image for identification, obtains Furniture panel surface characteristics information；
Fourth process submodule handles the plate surface characteristic information mutually spliced for identification, generates quality information.
8. furniture quality inspection system according to claim 7, which is characterized in that the third handles submodule further include:
First extracting sub-module, for extracting Furniture panel surface color characteristic information；
Second extracting sub-module extracts Furniture panel surface texture feature letter for handling Furniture panel surface image
Breath.
9. furniture quality inspection system according to claim 8, which is characterized in that the fourth process submodule further include:
Whether the first judging submodule, the plate surface color characteristic difference value for judging mutually to splice fall into pre-set interval,
Generate the first judging result；
Second judgment submodule, the connecting method and texture of the plate for mutually being spliced by default Network Recognition move towards,
Generate the second judging result；
Submodule is analyzed, for generating quality information according to the first judging result and the second judging result.
10. furniture quality inspection system according to claim 8, which is characterized in that second extracting sub-module further include:
Submodule is pre-processed, for pre-processing to Furniture panel surface image；
Acquisition submodule, for extracting the texture feature information by pretreated Furniture panel surface image.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910701516.1A CN110428409B (en) | 2019-07-31 | 2019-07-31 | Furniture quality inspection method and system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910701516.1A CN110428409B (en) | 2019-07-31 | 2019-07-31 | Furniture quality inspection method and system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110428409A true CN110428409A (en) | 2019-11-08 |
| CN110428409B CN110428409B (en) | 2023-07-04 |
Family
ID=68411768
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910701516.1A Active CN110428409B (en) | 2019-07-31 | 2019-07-31 | Furniture quality inspection method and system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110428409B (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113932419A (en) * | 2020-06-29 | 2022-01-14 | 广东美的制冷设备有限公司 | Control method and device of air conditioner and air conditioner |
| CN114820594A (en) * | 2022-06-21 | 2022-07-29 | 中科慧远视觉技术(北京)有限公司 | Method for detecting edge sealing defects of plate based on image, related equipment and storage medium |
Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020184114A1 (en) * | 2001-05-31 | 2002-12-05 | Scott Jorgensen | Method of partnership for furniture manufacturers, carpenters, craftsmen, artists and bed and breakfasts, country inns and small hotels |
| US20040030514A1 (en) * | 2002-08-07 | 2004-02-12 | Popp Robert L. | System and method for identifying and exploiting quality information associated with a web converting manufacturing process |
| CN102679879A (en) * | 2012-06-11 | 2012-09-19 | 东莞市闻誉实业有限公司 | Intelligent quality detecting method for aluminum element and detecting system |
| US20160070509A1 (en) * | 2014-09-05 | 2016-03-10 | Ricoh Company, Ltd. | Information processing apparatus, image processing apparatus, information processing system and information processing method |
| CN205538740U (en) * | 2016-01-29 | 2016-08-31 | 广州番禺职业技术学院 | Intelligence timber surface defect detection system |
| CN106596575A (en) * | 2016-12-15 | 2017-04-26 | 南通维新自动化科技有限公司 | Wood plate surface defect detection device |
| US20170132772A1 (en) * | 2015-11-05 | 2017-05-11 | Nuflare Technology, Inc. | Inspection method and inspection apparatus |
| CN106706653A (en) * | 2017-01-12 | 2017-05-24 | 河北省自动化研究所 | High-speed wide board detection method |
| CN107358486A (en) * | 2017-06-02 | 2017-11-17 | 广州凡象科技有限公司 | A kind of board-like simulation trial assembly method, system and the user terminal of having furniture made to order of intelligence |
| CN107368867A (en) * | 2017-07-26 | 2017-11-21 | 四川西谷物联科技有限公司 | Image information reponse system and server |
| CN107944504A (en) * | 2017-12-14 | 2018-04-20 | 北京木业邦科技有限公司 | Plank identifies and machine learning method, device and the electronic equipment of plank identification |
| CN108262809A (en) * | 2017-12-14 | 2018-07-10 | 北京木业邦科技有限公司 | Plank processing method, device, electronic equipment and medium based on artificial intelligence |
| CN108986086A (en) * | 2018-07-05 | 2018-12-11 | 福州大学 | The detection of typographical display panel inkjet printing picture element flaw and classification method and its device |
| CN109374042A (en) * | 2018-07-12 | 2019-02-22 | 中山职业技术学院 | A kind of intelligence is had furniture made to order assembling parts quality inspection system and method |
| CN109800765A (en) * | 2017-11-17 | 2019-05-24 | 三橡股份有限公司 | A kind of forming process sampling check for quality method of ocean oil hose |
-
2019
- 2019-07-31 CN CN201910701516.1A patent/CN110428409B/en active Active
Patent Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020184114A1 (en) * | 2001-05-31 | 2002-12-05 | Scott Jorgensen | Method of partnership for furniture manufacturers, carpenters, craftsmen, artists and bed and breakfasts, country inns and small hotels |
| US20040030514A1 (en) * | 2002-08-07 | 2004-02-12 | Popp Robert L. | System and method for identifying and exploiting quality information associated with a web converting manufacturing process |
| CN102679879A (en) * | 2012-06-11 | 2012-09-19 | 东莞市闻誉实业有限公司 | Intelligent quality detecting method for aluminum element and detecting system |
| US20160070509A1 (en) * | 2014-09-05 | 2016-03-10 | Ricoh Company, Ltd. | Information processing apparatus, image processing apparatus, information processing system and information processing method |
| US20170132772A1 (en) * | 2015-11-05 | 2017-05-11 | Nuflare Technology, Inc. | Inspection method and inspection apparatus |
| CN205538740U (en) * | 2016-01-29 | 2016-08-31 | 广州番禺职业技术学院 | Intelligence timber surface defect detection system |
| CN106596575A (en) * | 2016-12-15 | 2017-04-26 | 南通维新自动化科技有限公司 | Wood plate surface defect detection device |
| CN106706653A (en) * | 2017-01-12 | 2017-05-24 | 河北省自动化研究所 | High-speed wide board detection method |
| CN107358486A (en) * | 2017-06-02 | 2017-11-17 | 广州凡象科技有限公司 | A kind of board-like simulation trial assembly method, system and the user terminal of having furniture made to order of intelligence |
| CN107368867A (en) * | 2017-07-26 | 2017-11-21 | 四川西谷物联科技有限公司 | Image information reponse system and server |
| CN109800765A (en) * | 2017-11-17 | 2019-05-24 | 三橡股份有限公司 | A kind of forming process sampling check for quality method of ocean oil hose |
| CN107944504A (en) * | 2017-12-14 | 2018-04-20 | 北京木业邦科技有限公司 | Plank identifies and machine learning method, device and the electronic equipment of plank identification |
| CN108262809A (en) * | 2017-12-14 | 2018-07-10 | 北京木业邦科技有限公司 | Plank processing method, device, electronic equipment and medium based on artificial intelligence |
| CN108986086A (en) * | 2018-07-05 | 2018-12-11 | 福州大学 | The detection of typographical display panel inkjet printing picture element flaw and classification method and its device |
| CN109374042A (en) * | 2018-07-12 | 2019-02-22 | 中山职业技术学院 | A kind of intelligence is had furniture made to order assembling parts quality inspection system and method |
Non-Patent Citations (4)
| Title |
|---|
| A. J. SÁNCHEZ SANTIAGO • A. J. YUSTE •等: "Real-time image texture analysis in quality management using grid computing: an application to the MDF manufacturing industry", 《THE INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY》 * |
| CHATREE HOMKHIEW等: "Application of a quality function deployment technique to design and develop furniture products", 《SONGKLANAKARIN JOURNAL OF SCIENCE AND TECHNOLOGY》 * |
| 何浪: "基于数字化制造技术的整体衣柜工艺规划研究——以欧派企业为例", 《中国优秀硕士学位论文全文数据库 工程科技Ⅰ辑》 * |
| 阙佳鸿: "基于图像处理的家具纤维板质量检测系统的设计与实现", 《中国优秀硕士学位论文全文数据库 信息科技辑》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113932419A (en) * | 2020-06-29 | 2022-01-14 | 广东美的制冷设备有限公司 | Control method and device of air conditioner and air conditioner |
| CN114820594A (en) * | 2022-06-21 | 2022-07-29 | 中科慧远视觉技术(北京)有限公司 | Method for detecting edge sealing defects of plate based on image, related equipment and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110428409B (en) | 2023-07-04 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN104063686B (en) | Crop leaf diseases image interactive diagnostic system and method | |
| CN105469400A (en) | Rapid identification and marking method of electronic component polarity direction and system thereof | |
| CN109815960A (en) | Reproduction image-recognizing method, device, equipment and medium based on deep learning | |
| CN109740155A (en) | A kind of customer service system artificial intelligence quality inspection rule self concludes the method and system of model | |
| CN103743486A (en) | Automatic grading system and method based on mass tobacco leaf data | |
| CN108279238A (en) | A kind of fruit maturity judgment method and device | |
| JP2021531571A (en) | Certificate image extraction method and terminal equipment | |
| CN110428409A (en) | Furniture quality detecting method and system | |
| CN110335666A (en) | Medical image appraisal procedure, device, computer equipment and storage medium | |
| CN108447064B (en) | Picture processing method and device | |
| CN112991362B (en) | Color sorter adhesion material image segmentation method based on Gaussian mixture model | |
| CN105701496B (en) | A kind of go disk recognition methods based on artificial intelligence technology | |
| CN109813728A (en) | A kind of circuit board solder joint detection method and system | |
| CN110458814A (en) | A kind of detection method of wood single-plate defect, apparatus and system | |
| CN108171702A (en) | Vulnerable plaque recognition methods, application server and computer readable storage medium | |
| CN113542692A (en) | Face recognition system and method based on monitoring video | |
| CN114970899A (en) | Intelligent park operation and maintenance system, method, medium and electronic equipment | |
| CN109858306A (en) | Internet method for anti-counterfeit and system based on natural grain | |
| CN110006923A (en) | A kind of label quality detecting method, device and computer readable storage medium | |
| CN108830833A (en) | Online evaluation method, server and the terminal of workpiece identification project | |
| CN108109167A (en) | Door lock installs householder method and device | |
| CN107907546A (en) | A kind of defects of vision detection method and system based on intelligent mobile terminal | |
| CN115601712A (en) | Image data processing method and system suitable for field safety measures | |
| CN112581001B (en) | Evaluation method and device of equipment, electronic equipment and readable storage medium | |
| CN109919426A (en) | Check interview lie detecting method, server and computer readable storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| CB02 | Change of applicant information | ||
| CB02 | Change of applicant information |
Address after: 570100 No. 501, Kenke Road, Longhua District, Haikou City, Hainan Province Applicant after: Hainan Guangying Xifu Technology Co.,Ltd. Address before: 570100 No. 501, Kenke Road, Longhua District, Haikou City, Hainan Province Applicant before: HAINAN XIFU FURNITURE MANUFACTURING Co.,Ltd. |
|
| GR01 | Patent grant | ||
| GR01 | Patent grant |