CN103211379A - Hairdressing magic mirror and method for dynamically simulating and trying on hairstyles by utilizing hairdressing magic mirror - Google Patents
Hairdressing magic mirror and method for dynamically simulating and trying on hairstyles by utilizing hairdressing magic mirror Download PDFInfo
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- CN103211379A CN103211379A CN2013100852929A CN201310085292A CN103211379A CN 103211379 A CN103211379 A CN 103211379A CN 2013100852929 A CN2013100852929 A CN 2013100852929A CN 201310085292 A CN201310085292 A CN 201310085292A CN 103211379 A CN103211379 A CN 103211379A
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Abstract
The invention relates to a mirror display device for a beauty shop and a hair shop, and particularly discloses a hairdressing magic mirror and a method for dynamically simulating and trying on hairstyles by utilizing the hairdressing magic mirror. The hairdressing magic mirror comprises a dressing table body. The dressing table body comprises a mirror surface arranged on a front surface, a display screen arranged on the middle position of the back surface of the mirror surface, a camera arranged on the upper side of the display screen, a remote control receiving head arranged on one side of the display screen, and a main board arranged on the back surface of the dressing table body, wherein the mirror surface is a semi-permeable mirror surface; professional hairdressing simulation and trying-on software is pre-stored in the main board; the main board is also electrically connected with a power module and a plurality of external interfaces; and the remote control receiving head is electrically connected with the main board, and is also in communication connection with a remote controller. The hairdressing magic mirror and the method can be used for realizing the hairstyle selection and simulated dyeing of customers according to the facial forms, the hair quality, the hair lengths and the hobbies of the customers automatically, quickly and vividly to fuse dynamic and actual human head portraits and static and virtual hairstyles.
Description
Technical field
The present invention relates to the mirror face display equipment that a kind of beauty treatment, hair salon are used, relate in particular to a kind of hairdressing witch mirror and utilize it to carry out the method that dynamic analog is tried hair style on.
Background technology
The modern is because various needs are come in and gone out in various communicative occasions, so people more and more pay attention to self-image, the beauty parlour becomes the indispensable necessary place of people's daily life day by day as the industry of modifying people's image.In the hairdressing industry, because it is very fierce to vie each other, customer satisfaction is emphasized in focusing on of each hair salon energetically.The personage that more and more likes to be beautiful begins to pay close attention to the hair style of oneself, and hair style design software is exactly the product in this stage.
Though a lot of hair style design softwares are arranged at present on the market, all be the virtual software on the network, the client who goes hair salon haircut before can't allowing is before haircut, and autonomous Design is fit to the hair style of oneself.If after the hair style of oneself being satisfied with is designed in online voluntarily, can't present to the hairdresser intuitively again at home, and admit hairdresser's suggestion.Whether present modal hair style book of hair salon or hair style picture can't allow the client face oneself in person and be fit to.The relative long needs that can not satisfy numerous hairdressers and client of " inflexible " that this hair style is recommended in the prior art with the communication time.Moreover because the time of present hair style design is longer relatively, client and hairdresser are difficult to find a kind of " mode " to dismiss this tediously long boring time.
Summary of the invention
A purpose of the present invention is, proposes a kind of hairdressing witch mirror, and it can realize that dynamic analog tries hair style on, and is convenient and practical and simple to operate;
Another object of the present invention is to, propose a kind of hairdressing witch mirror that utilizes and carry out the method that dynamic analog is tried hair style on, it can be according to user's shape of face, hair quality, hair style length and hobby, automatically fast, realistically for client selects hair style and simulation dyeing, reach the process that dynamic real human body head portrait and the hair style of static virtual merge mutually.
For achieving the above object, the invention provides a kind of hairdressing witch mirror, it comprises: the dressing table body, this dressing table body comprises is located at positive minute surface, comprise that also a display screen, the camera of being located at the display screen upside of being located at place, centre position, the minute surface back side, the remote control of being located at display screen one side receive head, and the mainboard of being located at the dressing table body back side; Described minute surface adopts the pellicle mirror minute surface, and this pellicle mirror minute surface is covered in display screen, camera and remote control and receives the positive setting of head; Prestore simulation in the described mainboard and try the hair style professional software on, this mainboard also is electrically connected with power module and multiple external interface; Described remote control receives head and this mainboard electrically connects, and this remote control receives head and also communicates to connect with a remote controller, realizes the operation of mainboard is controlled by this remote controller.
Wherein, described dressing table body is a site type dressing table body, and display screen can adopt 32 cun liquid crystal displays, and camera adopts the high definition camera.
Among the present invention, described mainboard is electrically connected with a VGA plate, and this mainboard is provided with audio output port and video-out port, and this VGA plate is provided with audio input port and video inputs mouth, and this video inputs mouth is a DB15 interface; Described VGA plate is by audio output port and the corresponding electric connection of video-out port with mainboard of the audio input port on it and video inputs mouth.
Concrete, described VGA plate electrically connects by a 30PIN port and display screen, and this VGA plate also electrically connects by a 6PIN port and a lcd power source plate; This lcd power source plate is a lcd power source high pressure one plate, and this lcd power source plate one end also electrically connects with display screen.
Moreover described VGA plate also is provided with circular power port, and the VGA plate electrically connects by this a circle power port and a LOGO backlight; This VGA plate also electrically connects by a 4PIN port and two loudspeaker.
Further, described power module is a 1U power supply, and mainboard electrically connects with a hard disk and this 1U power supply respectively, is connected between this hard disk and the 1U power supply; Comprise alternating current 220V power input socket and battery main switch in the described multiple external interface; Described 1U power supply and alternating current 220V power input socket be respectively by a live wire and zero line and battery main switch electric connection, also is connected by a ground protection line between this 1U power supply and the alternating current 220V power input socket; Described lcd power source plate one end is connected on the ground protection line between 1U power supply and the alternating current 220V power input socket, on the corresponding respectively live wire and zero line that is connected between 220V power input socket and the battery main switch in its other two ends.
Among the present invention, also include network interface, start button and 4 USB interfaces in the described multiple external interface, this network interface, start button and 4 USB interfaces electrically connect with mainboard respectively.
Described remote control receives between head and the mainboard and also is electrically connected with a remote control dash receiver, and this remote control dash receiver one end electrically connects by serial ports lead-in wire and COM on the mainboard, this remote control dash receiver also with mainboard on a USB port electrically connect.
In addition, described mainboard also is electrically connected with a WIFI module, and this WIFI module electrically connects by a USB line and mainboard.
Further, the present invention also provides a kind of hairdressing witch mirror that utilizes to carry out the method that dynamic analog is tried hair style on, and it comprises the steps:
Start the simulation that is pre-stored in the mainboard by remote controller and try the hair style professional software on;
Camera is caught automatically and is seated at the preceding portrait of hairdressing witch mirror, portrait is collected in the hair style design interface of display screen;
By face's framework and identification point portrait is discerned, the imager coordinate on the hair style design interface is realized following the tracks of registration, mate hair style and identification people face;
By the operation of remote controller, try on from simulation and to be selected into the hair style column that the hair style professional software provides on the portrait that hair style covers the hair style design interface, the hair style that chooses is promoted by color and model figure and changes;
Merging portrait and picture also directly is presented on the display screen.
Hairdressing witch mirror of the present invention and utilize it to carry out the method that dynamic analog is tried hair style on, its collection hair style library management, recognition of face and interface menu function are one, by camera collection people face sample, discern and follow the trail of, to reach the process that dynamic real human body head portrait and the hair style of static virtual merge mutually, not only can be according to user's shape of face, hair quality, hair style length and hobby, automatically fast, realistically for client selects hair style and simulation dyeing, also can allow client when haircut, dismiss the boring time simultaneously.
Description of drawings
In order to be illustrated more clearly in the embodiment of the invention or technical scheme of the prior art, to do to introduce simply to the accompanying drawing of required use in embodiment or the description of the Prior Art below, apparently, accompanying drawing in describing below only is some embodiments of the present invention, for those of ordinary skills, under the prerequisite of not paying creative work, can also obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the Facad structure schematic diagram of a kind of specific embodiment of hairdressing witch mirror of the present invention;
Fig. 2 is the structure schematic diagram of a kind of specific embodiment of hairdressing witch mirror of the present invention;
Fig. 3 is the circuit module schematic diagram of a kind of specific embodiment of hairdressing witch mirror of the present invention;
Fig. 4 utilizes hairdressing witch mirror of the present invention to carry out the method flow diagram that dynamic analog is tried hair style on.
The specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the invention, the technical scheme in the embodiment of the invention is clearly and completely described, obviously, described embodiment only is the present invention's part embodiment, rather than whole embodiment.Based on the embodiment among the present invention, those of ordinary skills belong to the scope of protection of the invention not making the every other embodiment that is obtained under the creative work prerequisite.
As Figure 1-3, the invention provides a kind of hairdressing witch mirror, it comprises: dressing table body 1, this dressing table body 1 comprise is located at positive minute surface 10.Especially, this hairdressing witch mirror comprises that also a display screen 11, the camera 12 of being located at display screen 11 upsides of being located at centre position, minute surface 10 back side place, the remote control of being located at display screen 11 1 sides receive 13, and the mainboard 14 of being located at dressing table body 1 back side.Described minute surface 10 adopts the pellicle mirror minute surface, and this pellicle mirror minute surface is covered in display screen 11, camera 12 and remote control and receives 13 positive a setting.Prestore simulation in the described mainboard 14 and try the hair style professional software on, this mainboard 14 also is electrically connected with power module and multiple external interface 15; Described remote control receives 13 and electrically connects with this mainboard 14, and this remote control receives 13 and also communicates to connect with a remote controller (not shown), realizes operation control to mainboard 14 by this remote controller.Hairdressing witch mirror of the present invention, it is convenient and practical, simple to operation, operation by remote controller, can be according to user's shape of face, hair quality, hair style length and hobby, automatically quick, true to nature has hair dyed for client selects hair style and simulation, for the stylist provides a conveniently hair style design aids, also can allow client dismiss the boring time when haircut simultaneously.
In the specific embodiment of the invention, described dressing table body 1 can adopt site type dressing table body.Perhaps, as a kind of selectivity embodiment of the present invention, this dressing table body 1 can also adopt wall-hanging structural design.Moreover described display screen 11 can adopt 32 cun liquid crystal display, and whole hairdressing witch mirror is the center with this display screen 11.One camera 12 is installed, these camera 12 preferred high definition cameras that adopt above this display screen 11.The standard of this high definition camera for comprehensively reaching in camera and definition, high definition has clear and definite regulation in DTV, though in camera clear and definite regulation, formed the professional etiquette of acquiescence.Automatically catch portrait by this high definition camera, portrait is collected in the hair style design interface of display screen 11.Especially, because minute surface of the present invention 10 adopts the pellicle mirror minute surfaces, when display screen 11 became black, the pellicle mirror minute surface had good reflecting effect, therefore, turned off when not working when display screen 11, and this pellicle mirror minute surface can work as the mirror use, has hair cut for the hairdresser.As a preferred embodiment of the present invention, can in mainboard 14, prestore and control the software of video playback position, when display screen 11 is lighted displaying video, can only carry out video by display screen 11 the latter halfs shows, and the first half of display screen 11 does not work, when the mirror use, function is comparatively perfect for client.
Among the present invention, described mainboard 14 is electrically connected with a Video Graphics Array (VGA:Video Graphics Array) plate 16, is used to receive the instruction that mainboard 14 sends over, and finishes all operations that shows on display screen 11.This mainboard 14 is provided with audio output port 141 and video-out port 142, and this VGA plate 16 is provided with audio input port 161 and video inputs mouth 162.This video inputs mouth 162 can be a DB15 interface, and this DB15 interface is a kind of D type interface, has 15 pins above.Described VGA plate 16 is by audio output port 141 and the video-out port 142 corresponding electric connections with mainboard 14 of the audio input port 161 on it and video inputs mouth 162.Concrete, described VGA plate 16 electrically connects by a 30PIN port and display screen 11.In the specific embodiment of the invention, a screen line socket 112 can be set on the described display screen 11, can and shield the 112 corresponding connections of line socket by the 30PIN port between VGA plate 16 and the display screen 11.
Further, VGA plate 16 of the present invention also electrically connects by a 6PIN port and a lcd power source plate 17.In invention, this lcd power source plate 17 can be lcd power source high pressure one plate, and these lcd power source plate 17 1 ends also electrically connect with display screen 11.Power panel and hardboard (not shown) in this lcd power source high pressure one plate are done together, and power panel wherein is used to mainboard 14 and hardboard power supply, and hardboard is used for providing high-tension current to drive lamp luminescence to display screen 11.In the specific embodiment of the invention, described display screen 11 is provided with a socket 114 backlight, and lcd power source plate 17 electrically connects by this socket 114 backlight and display screen 11.Moreover described VGA plate 16 also is provided with circular power port 163, and VGA plate 16 electrically connects by this a circle power port 163 and a LOGO backlight 164.This VGA plate 16 also electrically connects by a 4PIN port and two loudspeaker 165.
Further, described power module can be a 1U power supply 18, and this 1U power supply 18 is the power supply that the 1U cabinet is used.The dimension width of this 1U power supply 18 is 106MM or 100MM, highly is 40MM.Described mainboard 14 electrically connects with a hard disk 182 and this 1U power supply 18 respectively, is connected between this hard disk 182 and the 1U power supply 18.In the specific embodiment of the invention, this hard disk 182 can be a string mouthful of (SATA:Serial ATA) hard disk, and this serial ports hard disk electrically connects by SATA mouth on the mainboard 14 143 and mainboard 14.Use the hard disk of SATA, it adopts mode connected in series, the serial ATA bus is used embedded clock signal, possessed stronger error correcting capability, the difference of its maximum compared with the past is and can checks transfer instruction (being not only data), if find wrong meeting automatic straightening, this has improved reliability of data transmission to a great extent.In addition, this serial ports hard disk also has advantage simple in structure, as to support hot plug.
Comprise alternating current 220V power input socket 151 and battery main switch 152 in the multiple external interface 15 among the present invention.Described 1U power supply 18 and alternating current 220V power input socket 151 electrically connect by a live wire (L) and zero line (N) and battery main switch 152 respectively, also are connected by a ground protection line (PE) between this 1U power supply 18 and the alternating current 220V power input socket 151.Described lcd power source plate 17 1 ends are connected on the ground protection line (PE) between 1U power supply 18 and the alternating current 220V power input socket 151, on the corresponding respectively live wire (L) and zero line (N) that is connected between 220V power input socket 151 and the battery main switch 152 in its other two ends.In the specific embodiment of the invention, can two three mouthfuls alternating current 220V power input socket 151 be set the side position place on the lower side at dressing table body 1, for connecting with the electrical equipment of hair salon.Described battery main switch 152 can be rocker type switch.
Moreover, also including network interface 153, start button 154 and 4 usb 1s 55 in the described multiple external interface 15, this network interface 153, start button 154 and 4 usb 1s 55 electrically connect with mainboard 14 respectively.Described network interface 153 can be used for being connected of LA Management Room netting twine (being called category-5 cable or twisted-pair feeder) of LAN and ADSL broadband access network user, use thereby make hairdressing witch mirror of the present invention can insert the internet, style hair by the online virtual software on the network.Described start button 154 starts socket 144 and mainboard 14 electric connections by being located at one on the mainboard 14.Described usb 1 55 can be used for the data storage or read, after client surfs the Net voluntarily at home and designs the hair style of oneself being satisfied with, can utilize this usb 1 55 with in the data importing hairdressing witch mirror by storage device, thereby present to the hairdresser intuitively, and admit hairdresser's suggestion; Perhaps, also the hair style of hairdresser design can be outputed to by usb 1 55 in the external connection storage apparatus such as USB flash disk and preserve, so that the consumer continues to use next time; In addition, client can also import some audio/video multimedia data by this usb 1 55 and watch by the display screen 11 of hairdressing witch mirror, to dismiss the boring time when getting a haircut.
Among the present invention, described remote control receives 13 positions, lower right side that can be arranged at minute surface 10 back sides, it is the integrated receiver modules that are used for infrared remote control system that this remote control receives 13, also be electrically connected with a remote control dash receiver 132 between itself and the mainboard 14, these remote control dash receiver 132 1 ends electrically connect by the COM on serial ports lead-in wire 133 and the mainboard 14 145, this remote control dash receiver 132 also with mainboard 14 on a USB port 146 electrically connect, this remote control dash receiver 132 can carry out power taking by this USB port 146.
In addition, described mainboard 14 also is electrically connected with a WIFI module 19 to be used for the collocation of network environment, and this WIFI module 19 electrically connects by a USB line 192 and mainboard 14.
Further, as shown in Figure 4, the present invention also provides a kind of hairdressing witch mirror that utilizes to carry out the method that dynamic analog is tried hair style on, and it comprises the steps:
Step a starts the simulation that is pre-stored in the mainboard 14 by remote controller and tries the hair style professional software on.In the specific embodiment of the invention, at first the opening power master switch 152, try the hair style professional software on by these simulations of start button 154 operation, wait to enter the hair style design interface after, can carry out interface menu by remote controller and select.
Step b, camera 12 catch automatically and are seated at the preceding portrait of hairdressing witch mirror, portrait are collected in the hair style design interface of display screen 11.
Step c discerns portrait by face's framework and identification point, and the imager coordinate on the hair style design interface is realized following the tracks of registration, mates hair style and identification people face.Display screen 11 among the present invention is located at the place, middle position of minute surface 10, after portrait is selected into the hair style design interface, and then just be to use face's framework and identification point that portrait is discerned, realize following the tracks of registration by the imager coordinate of user interface in plane of delineation coordinate system, at this moment, hair style is adjusted position and the big or small motion track of following the tracks of client's head portrait automatically.
Steps d by the operation of remote controller, is tried on from simulation and to be selected into the hair style column that the hair style professional software provides on the portrait that hair style covers the hair style design interface, and the hair style that chooses is promoted by color and model figure and changes.The present invention has installed remote control and has received 13 in the lower right corner of minute surface 10, after browsing distribution, operate with remote controller, and the hair style in the hair style hurdle is screwed in the hair style design interface, covers on the portrait at hair style design interface.The colleague can make higher lifting and change by color and model figure with the hair style that chooses.
Step e merges portrait and picture and also directly is presented on the display screen 11.
In sum, hairdressing witch mirror of the present invention and utilize it to carry out the method that dynamic analog is tried hair style on, its collection hair style library management, recognition of face and interface menu function are one, by camera collection people face sample, discern and follow the trail of, to reach the process that dynamic real human body head portrait and the hair style of static virtual merge mutually, not only can be according to user's shape of face, hair quality, hair style length and hobby, automatically fast, select hair style and simulation dyeing for client realistically, simultaneously, client can also pass through the display screen browsing page in the haircut time, the playing audio-video data to dismiss the boring time, makes client feel that no longer hairdressing is a thing dry as dust; In addition, also use to work as mirror when display screen works, and when displaying video, can only show by display screen the latter half, and the first half does not work to do the mirror use, function is comparatively perfect.
The above only is preferred embodiment of the present invention, and is in order to restriction the present invention, within the spirit and principles in the present invention not all, any modification of being done, is equal to replacement, improvement etc., all should be included within protection scope of the present invention.
Claims (10)
1. hairdressing witch mirror, comprise the dressing table body, this dressing table body comprises is located at positive minute surface, it is characterized in that, comprise that also a display screen, the camera of being located at the display screen upside of being located at place, centre position, the minute surface back side, the remote control of being located at display screen one side receive head, and the mainboard of being located at the dressing table body back side; Described minute surface adopts the pellicle mirror minute surface, and this pellicle mirror minute surface is covered in display screen, camera and remote control and receives the positive setting of head; Prestore simulation in the described mainboard and try the hair style professional software on, this mainboard also is electrically connected with power module and multiple external interface; Described remote control receives head and this mainboard electrically connects, and this remote control receives head and also communicates to connect with a remote controller, realizes the operation of mainboard is controlled by this remote controller.
2. hairdressing witch mirror as claimed in claim 1 is characterized in that, described dressing table body is a site type dressing table body, and display screen adopts 32 cun liquid crystal displays, and camera adopts the high definition camera.
3. hairdressing witch mirror as claimed in claim 1, it is characterized in that described mainboard is electrically connected with a VGA plate, this mainboard is provided with audio output port and video-out port, this VGA plate is provided with audio input port and video inputs mouth, and this video inputs mouth is a DB15 interface; Described VGA plate is by audio output port and the corresponding electric connection of video-out port with mainboard of the audio input port on it and video inputs mouth.
4. hairdressing witch mirror as claimed in claim 3 is characterized in that, described VGA plate electrically connects by a 30PIN port and display screen, and this VGA plate also electrically connects by a 6PIN port and a lcd power source plate; This lcd power source plate is a lcd power source high pressure one plate, and this lcd power source plate one end also electrically connects with display screen.
5. hairdressing witch mirror as claimed in claim 4 is characterized in that, described VGA plate also is provided with circular power port, and the VGA plate electrically connects by this a circle power port and a LOGO backlight; This VGA plate also electrically connects by a 4PIN port and two loudspeaker.
6. hairdressing witch mirror as claimed in claim 4 is characterized in that, described power module is a 1U power supply, and mainboard electrically connects with a hard disk and this 1U power supply respectively, is connected between this hard disk and the 1U power supply; Comprise alternating current 220V power input socket and battery main switch in the described multiple external interface; Described 1U power supply and alternating current 220V power input socket be respectively by a live wire and zero line and battery main switch electric connection, also is connected by a ground protection line between this 1U power supply and the alternating current 220V power input socket; Described lcd power source plate one end is connected on the ground protection line between 1U power supply and the alternating current 220V power input socket, on the corresponding respectively live wire and zero line that is connected between 220V power input socket and the battery main switch in its other two ends.
7. hairdressing witch mirror as claimed in claim 6 is characterized in that, also includes network interface, start button and 4 USB interfaces in the described multiple external interface, and this network interface, start button and 4 USB interfaces electrically connect with mainboard respectively.
8. hairdressing witch mirror as claimed in claim 1, it is characterized in that, described remote control receives between head and the mainboard and also is electrically connected with a remote control dash receiver, this remote control dash receiver one end electrically connects by serial ports lead-in wire and COM on the mainboard, this remote control dash receiver also with mainboard on a USB port electrically connect.
9. hairdressing witch mirror as claimed in claim 1 is characterized in that, described mainboard also is electrically connected with a WIFI module, and this WIFI module electrically connects by a USB line and mainboard.
10. utilize and carry out the method that dynamic analog is tried hair style on, it is characterized in that, comprise the steps: as each described hairdressing witch mirror among the claim 1-9
Start the simulation that is pre-stored in the mainboard by remote controller and try the hair style professional software on;
Camera is caught automatically and is seated at the preceding portrait of hairdressing witch mirror, portrait is collected in the hair style design interface of display screen;
By face's framework and identification point portrait is discerned, the imager coordinate on the hair style design interface is realized following the tracks of registration, mate hair style and identification people face;
By the operation of remote controller, try on from simulation and to be selected into the hair style column that the hair style professional software provides on the portrait that hair style covers the hair style design interface, the hair style that chooses is promoted by color and model figure and changes;
Merging portrait and picture also directly is presented on the display screen.
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| CN2013100852929A CN103211379A (en) | 2013-03-15 | 2013-03-15 | Hairdressing magic mirror and method for dynamically simulating and trying on hairstyles by utilizing hairdressing magic mirror |
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| CN2013100852929A CN103211379A (en) | 2013-03-15 | 2013-03-15 | Hairdressing magic mirror and method for dynamically simulating and trying on hairstyles by utilizing hairdressing magic mirror |
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| CN104581307A (en) * | 2014-12-30 | 2015-04-29 | 花建军 | Mirror surface display control system |
| CN105029882A (en) * | 2015-07-06 | 2015-11-11 | 固态照明张家口有限公司 | Intelligent hair growth promoting comb |
| CN105139786A (en) * | 2015-10-12 | 2015-12-09 | 付刚 | Mirror display terminal device for multimedia information |
| CN105495980A (en) * | 2016-01-28 | 2016-04-20 | 徐益贤 | Intelligent hair style mirror |
| WO2016187839A1 (en) * | 2015-05-27 | 2016-12-01 | 深圳市奋达科技股份有限公司 | Intelligent recognition hair styling device and method therefor |
| CN107508893A (en) * | 2017-08-29 | 2017-12-22 | 青岛爱唯歌工艺品有限公司 | A kind of hairdressing service system |
| CN108984772A (en) * | 2018-07-23 | 2018-12-11 | 京东方科技集团股份有限公司 | A kind of information recommending apparatus and method |
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| CN107508893A (en) * | 2017-08-29 | 2017-12-22 | 青岛爱唯歌工艺品有限公司 | A kind of hairdressing service system |
| CN108984772A (en) * | 2018-07-23 | 2018-12-11 | 京东方科技集团股份有限公司 | A kind of information recommending apparatus and method |
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Application publication date: 20130724 |