CN110529757A - Adaptive multi-filament selects platform - Google Patents
Adaptive multi-filament selects platform Download PDFInfo
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- CN110529757A CN110529757A CN201811268623.1A CN201811268623A CN110529757A CN 110529757 A CN110529757 A CN 110529757A CN 201811268623 A CN201811268623 A CN 201811268623A CN 110529757 A CN110529757 A CN 110529757A
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Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F21—LIGHTING
- F21K—NON-ELECTRIC LIGHT SOURCES USING LUMINESCENCE; LIGHT SOURCES USING ELECTROCHEMILUMINESCENCE; LIGHT SOURCES USING CHARGES OF COMBUSTIBLE MATERIAL; LIGHT SOURCES USING SEMICONDUCTOR DEVICES AS LIGHT-GENERATING ELEMENTS; LIGHT SOURCES NOT OTHERWISE PROVIDED FOR
- F21K9/00—Light sources using semiconductor devices as light-generating elements, e.g. using light-emitting diodes [LED] or lasers
- F21K9/20—Light sources comprising attachment means
- F21K9/23—Retrofit light sources for lighting devices with a single fitting for each light source, e.g. for substitution of incandescent lamps with bayonet or threaded fittings
- F21K9/232—Retrofit light sources for lighting devices with a single fitting for each light source, e.g. for substitution of incandescent lamps with bayonet or threaded fittings specially adapted for generating an essentially omnidirectional light distribution, e.g. with a glass bulb
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F21—LIGHTING
- F21V—FUNCTIONAL FEATURES OR DETAILS OF LIGHTING DEVICES OR SYSTEMS THEREOF; STRUCTURAL COMBINATIONS OF LIGHTING DEVICES WITH OTHER ARTICLES, NOT OTHERWISE PROVIDED FOR
- F21V23/00—Arrangement of electric circuit elements in or on lighting devices
- F21V23/04—Arrangement of electric circuit elements in or on lighting devices the elements being switches
- F21V23/0442—Arrangement of electric circuit elements in or on lighting devices the elements being switches activated by means of a sensor, e.g. motion or photodetectors
- F21V23/0471—Arrangement of electric circuit elements in or on lighting devices the elements being switches activated by means of a sensor, e.g. motion or photodetectors the sensor detecting the proximity, the presence or the movement of an object or a person
- F21V23/0478—Arrangement of electric circuit elements in or on lighting devices the elements being switches activated by means of a sensor, e.g. motion or photodetectors the sensor detecting the proximity, the presence or the movement of an object or a person by means of an image recording device, e.g. a camera
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/50—Constructional details
- H04N23/54—Mounting of pick-up tubes, electronic image sensors, deviation or focusing coils
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F21—LIGHTING
- F21Y—INDEXING SCHEME ASSOCIATED WITH SUBCLASSES F21K, F21L, F21S and F21V, RELATING TO THE FORM OR THE KIND OF THE LIGHT SOURCES OR OF THE COLOUR OF THE LIGHT EMITTED
- F21Y2115/00—Light-generating elements of semiconductor light sources
- F21Y2115/10—Light-emitting diodes [LED]
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- Engineering & Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Optics & Photonics (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Non-Portable Lighting Devices Or Systems Thereof (AREA)
Abstract
The present invention relates to a kind of adaptive multi-filaments to select platform, comprising: multiple filaments, each filament correspond to different light emission luminance, and the multiple filament is disposed side by side in polylight;Power supply unit is extend into the polylight, for providing power input end from outside;Brightness selects equipment, it is connect with the multiple filament, for when receiving target brightness value, selecting with filament corresponding to the immediate light emission luminance of target brightness value numerical value using as target filament, and carry out the connection operation of the target filament and the power supply unit;The target brightness value for searching for corresponding target brightness value in figure database to personage's number that equipment exports based on aspect ratio, and is sent to the brightness and selects equipment by data search device.Through the invention, the adaptive ability of lamp luminescence control is improved.
Description
Technical field
The present invention relates to field of light fittings more particularly to a kind of adaptive multi-filament to select platform.
Background technique
Lamp divides two major classes according to infield: outdoor lights and indoor lamp.Outdoor is divided into Landscape Lamp, garden by purposes again
Lamp, street lamp, clearance light, Lawn lamp, underground lamp, floodlight, Projecting Lamp, ladder lamp, according to tree lamp, underwater lamp etc..It is indoor general
Have: the major class such as pendent lamp, wall lamp, Frame lamp, ceiling lamp, desk lamp.
Have according to light source point: energy-saving lamp, fluorescent lamp, LED light, halide lamp, sodium vapor lamp, mercury lamp, cold-cathode tube etc.
Wall lamp is suitable for bedroom, toilet illumination.Common double end yulan wall lamp, double end olive wall lamp, family room institute
Headlamp, yulan cover festive lantern, olive pendent lamp etc., are divided into pendent lamp, ceiling lamp, wall lamp.It is preferably configured in wall lamp, desk lamp common more
Filament bulb.Bedroom, parlor, toilet periphery ceiling on can install downlight.
Summary of the invention
The adaptively selected skill of filament can not be carried out according to neighbouring personnel's preference brightness in order to solve lamps and lanterns in the prior art
Art problem, the present invention provides a kind of adaptive multi-filaments to select platform.
For this purpose, the present invention at least has inventive point crucial at following three:
(1) using aspect ratio to equipment, for carrying out character face's identification based on facial characteristics to image, to be accounted for
It is numbered according to personage corresponding to the maximum who object of image area, using data search device, for being based on the aspect ratio
Corresponding target brightness value is searched in figure database to personage's number of equipment output;
(2) equipment is selected using brightness, connect with multiple filaments, for when receiving target brightness value, selected and institute
Filament corresponding to the immediate light emission luminance of target brightness value numerical value is stated using as target filament, and carries out the target filament
With the connection operation of power supply unit;
(3) it in specific image-region selection mode, obtains each target depth of field in the picture and obtains every
The content complexity of one target obtains salvage value in image by the way of weighting processing based on the depth of field and content complexity
Higher target is as reference target, data operation quantity is effectively reduced.
According to an aspect of the present invention, a kind of adaptive multi-filament selection platform is provided, the platform includes:
Multiple filaments, each filament correspond to different light emission luminance, and the multiple filament is disposed side by side on multi-filament lamp
In bubble;Power supply unit is extend into the polylight, for providing power input end from outside.
More specifically, in the adaptive multi-filament selection platform, further includes:
Brightness selects equipment, connect with the multiple filament, for selecting and the mesh when receiving target brightness value
Filament corresponding to the immediate light emission luminance of number of intensity values is marked using as target filament, and carries out the target filament and institute
State the connection operation of power supply unit.
More specifically, in the adaptive multi-filament selection platform, further includes:
CCD sensing equipment is arranged in the mounting base connecting with the polylight, is used for the polylight spoke
The range penetrated carries out realtime graphic inductive operation, to obtain corresponding real-time sensed image, and exports the real-time sensed image.
More specifically, in the adaptive multi-filament selection platform, further includes:
Signal filtering equipment is arranged in the mounting base connecting with the polylight, connects with the CCD sensing equipment
It connects, for receiving the real-time sensed image, signal filtering processing is executed to the real-time sensed image, to obtain and export pair
The content denoising image answered;Range processing equipment is connect with the signal filtering equipment, for the content denoising figure received
As carrying out dynamic range promotion processing, to obtain corresponding wide scope image;Parameter analysis of electrochemical equipment, with the range processing equipment
Connection carries out Parameter analysis of electrochemical to each target in the wide scope image for receiving the wide scope image, every to obtain
The depth of field of one target in the wide scope image and the content complexity for obtaining each target;DDR memory device is used
In depth of field weight and complexity weight is stored in advance, in the starting of weight processing equipment by the depth of field weight and the complexity
Degree weight is sent to the weight processing equipment;Weight processing equipment is stored with the Parameter analysis of electrochemical equipment and the DDR respectively
Equipment connection, for executing following movement for each target: by the inverse of the depth of field of target with depth of field multiplied by weight to obtain
The first product, by the content complexity of target and complexity multiplied by weight to obtain the second product, will first product and
Second product addition is to obtain the weight factor of the target;Objective extraction equipment is connect with the weight processing equipment,
For receiving each weight factor of each target in the wide scope image, using weight factor be more than limitation target as
Reference target, and export each target subgraph in the wide scope image where each reference target difference;Aspect ratio pair
Equipment is connect with the Objective extraction equipment, for carrying out to each of each target subgraph target subgraph
Character face's identification based on facial characteristics, occupies the maximum personage couple of image area to obtain in each target subgraph
As corresponding personage numbers;Data search device selects equipment and the aspect ratio to connect equipment with the brightness respectively,
For searching for corresponding target brightness value in figure database to personage's number that equipment exports based on the aspect ratio;Its
In, the figure database is saved in the data search device internal memory, the figure database is numbered with personage
For index, has recorded each personage and number corresponding target brightness value;Wherein, the Objective extraction equipment includes that factor receives
The more sub- equipment of sub- equipment, factor and the sub- equipment of image segmentation, the factor receive sub- equipment for receiving the wide scope figure
Each weight factor of each target as in.
Detailed description of the invention
Embodiment of the present invention is described below with reference to attached drawing, in which:
Fig. 1 is the polylight according to applied by the adaptive multi-filament selection platform shown in embodiment of the present invention
Appearance schematic diagram.
Specific embodiment
The embodiment of adaptive multi-filament selection platform of the invention is described in detail below with reference to accompanying drawings.
Lamp, refer to can light transmission, distribution and the utensil for changing light source light distribution, including in addition to light source it is all for fixing and protect
Whole components needed for protecting light source, and connect to power supply necessary route attachment.
Modern lamp includes lighting of home, commercial lighting, industrial lighting, road lighting, Landscape Lighting, special lighting etc..Family
It occupies illumination and occurs earliest incandescent polylight from the birth of electricity, develop to fluorescent tube later, then energy conservation finally
Lamp, halogen lamp, tungsten halogen lamp, gas-discharge lamp and illumination of LED special material etc., all headlamps are mostly or at these
Develop under the development of light source, such as to all kinds of technique lamp decorations from electric lamp holder to Fluorescent Light and Fixtures.
In order to overcome above-mentioned deficiency, the present invention has built a kind of adaptive multi-filament selection platform, has been able to solve corresponding
Technical problem.
Fig. 1 is the polylight according to applied by the adaptive multi-filament selection platform shown in embodiment of the present invention
Appearance schematic diagram.
Show according to an embodiment of the present invention adaptive multi-filament selection platform include:
Multiple filaments, in the polylight, each filament corresponds to different light emission luminance, the multiple filament
It is disposed side by side in polylight;
Power supply unit is extend into the polylight, for providing power input end from outside.
Then, continue that the specific structure of adaptive multi-filament selection platform of the invention is further detailed.
In the adaptive multi-filament selection platform, further includes:
Brightness selects equipment, connect with the multiple filament, for selecting and the mesh when receiving target brightness value
Filament corresponding to the immediate light emission luminance of number of intensity values is marked using as target filament, and carries out the target filament and institute
State the connection operation of power supply unit.
In the adaptive multi-filament selection platform, further includes:
CCD sensing equipment is arranged in the mounting base connecting with the polylight, is used for the polylight spoke
The range penetrated carries out realtime graphic inductive operation, to obtain corresponding real-time sensed image, and exports the real-time sensed image.
In the adaptive multi-filament selection platform, further includes:
Signal filtering equipment is arranged in the mounting base connecting with the polylight, connects with the CCD sensing equipment
It connects, for receiving the real-time sensed image, signal filtering processing is executed to the real-time sensed image, to obtain and export pair
The content denoising image answered;
Range processing equipment is connect with the signal filtering equipment, for moving to the content denoising image received
State range promotion processing, to obtain corresponding wide scope image;
Parameter analysis of electrochemical equipment is connect with the range processing equipment, for receiving the wide scope image, to the wide model
It encloses each target in image and carries out Parameter analysis of electrochemical, to obtain the depth of field of each target in the wide scope image and obtain
Obtain the content complexity of each target;
DDR memory device, for depth of field weight and complexity weight to be stored in advance, to be incited somebody to action in the starting of weight processing equipment
The depth of field weight and the complexity weight are sent to the weight processing equipment;
Weight processing equipment is connect with the Parameter analysis of electrochemical equipment and the DDR memory device respectively, for for each
A target executes following movement:, will be in target by the inverse of the depth of field of target with depth of field multiplied by weight to obtain the first product
Hold complexity and complexity multiplied by weight to obtain the second product, by first product with second product addition to obtain
The weight factor of the target;
Objective extraction equipment is connect with the weight processing equipment, for receiving each mesh in the wide scope image
The each weight factor of target, the target using weight factor more than limitation export in the wide scope image as reference target
Each target subgraph where each reference target difference;
Aspect ratio connect equipment with the Objective extraction equipment, for each in each target subgraph
A target subgraph carries out the identification of the character face based on facial characteristics, occupies image to obtain in each target subgraph
The number of personage corresponding to the maximum who object of area;
Data search device selects equipment and the aspect ratio to connect equipment with the brightness respectively, for being based on institute
It states aspect ratio and corresponding target brightness value is searched in figure database to personage's number that equipment exports;
Wherein, the figure database, the figure database are saved in the data search device internal memory
Using personage's number as index, has recorded each personage and number corresponding target brightness value;
Wherein, the Objective extraction equipment includes that the sub- equipment of factor reception, the more sub- equipment of factor and image segmentation are set
Standby, the factor receives sub- equipment for receiving each weight factor of each target in the wide scope image.
In the adaptive multi-filament selection platform: the more sub- equipment of factor receives son with the factor respectively and sets
It is standby to divide sub- equipment with described image and connect, the more sub- equipment of factor be used for using weight factor be more than the target limited the quantity as
Reference target;
Wherein, described image divides sub- equipment for dividing each reference target institute respectively from the wide scope image
Target subgraph.
In the adaptive multi-filament selection platform: the signal filtering equipment includes gradient analysis unit and selectivity
Filter unit, the gradient analysis unit obtain each pixel in the real-time sensed image for receiving real-time sensed image
The gray value of point determines the gradient of all directions of the gray value of each pixel to be based on each as gray value gradient
The gray value gradient of pixel determines the corresponding scene complexity of the real-time sensed image.
In the adaptive multi-filament selection platform: the selective filter unit and the gradient analysis unit connect
It connects, for when the scene complexity received is more than or equal to default complexity threshold, based on scene complexity determination pair
The real-time sensed image carries out the images fragment quantity of average segmentation, to obtain each images fragment.
In the adaptive multi-filament selection platform: in the selective filter unit, the scene complexity is higher,
The images fragment quantity for carrying out average segmentation to the real-time sensed image is more.
In the adaptive multi-filament selection platform: the selective filter unit is also used to each images fragment point
It Zhi Hang not be operated based on the filtering processing of images fragment noise amplitude to obtain each filtering fragment, images fragment noise amplitude is got over
Small, the filtering processing manipulation strength executed to images fragment is smaller, and each filtering fragment is executed to the spelling of stitching portion smoothing processing
Operation is connect to obtain content denoising image and the selective filter equipment and be also used to be less than in the scene complexity received
When default complexity threshold, filtering operation is executed to the real-time sensed image full image to obtain content denoising image.
In addition, strictly speaking DDR should be DDR SDRAM, people's habit is known as DDR, and part beginner is also commonly seen DDR
SDRAM is taken as SDRAM.DDR SDRAM is the abbreviation of Double Data Rate SDRAM, and it is dynamic to be that Double Data Rate synchronizes
The meaning of state random access memory.DDR memory is developed on the basis of sdram memory, and SDRAM production body is still continued to use
System, therefore for memory manufacturer, only the equipment for manufacturing common SDRAM need to slightly be improved, the life of DDR memory can be realized
It produces, cost can be effectively reduced.
SDRAM transmission primaries data within a clock cycle, it was carried out data transmission in the rising stage of clock;And
DDR memory is then that secondary data twice are transmitted in a clock cycle, it can respectively transmit one in the rising stage of clock and decline phase
Secondary data, because of referred to herein as Double Data Rate synchronous DRAM.DDR memory can be in bus frequency identical with SDRAM
Under reach higher data transmission rate.
Compared with SDRAM: DDR has used more advanced synchronous circuit, keeps specified address, the conveying of data and output main
Step not only independently executed, but also kept fully synchronized with CPU;DDR used DLL (Delay Locked Loop, delay locked time
Road provides a data filtering signal) technology, when data are effective, it is smart that this data filtering signal can be used for storage control
True location data, every 16 output is primary, and data of the re-synchronization from different memory module.DDR is not needed substantially
Improving clock frequency can double to improve the speed of SDRAM, it allows to read data in the rising edge and failing edge of clock pulses,
Thus its speed is twice of standard SDRA.
Platform is selected using adaptive multi-filament of the invention, it can not be adaptively selected for filament of light fixture in the prior art
The technical issues of with switching, knows by using aspect ratio to equipment for carrying out the character face based on facial characteristics to image
Not, the number of personage corresponding to the maximum who object of image area is occupied to obtain, using data search device, for being based on
The aspect ratio searches for corresponding target brightness value to personage's number that equipment exports in figure database;It is selected using brightness
Equipment is connect with multiple filaments, for selecting immediate with the target brightness value numerical value when receiving target brightness value
Filament corresponding to light emission luminance carries out the connection operation of the target filament and power supply unit using as target filament;Together
When, in specific image-region selection mode, obtains each target depth of field in the picture and obtain each target
Content complexity, the higher mesh of salvage value in image is obtained by the way of weighting processing based on the depth of field and content complexity
It is denoted as reference target, data operation quantity is effectively reduced.
It is understood that although the present invention has been disclosed in the preferred embodiments as above, above-described embodiment not to
Limit the present invention.For any person skilled in the art, without departing from the scope of the technical proposal of the invention,
Many possible changes and modifications all are made to technical solution of the present invention using the technology contents of the disclosure above, or are revised as
With the equivalent embodiment of variation.Therefore, anything that does not depart from the technical scheme of the invention are right according to the technical essence of the invention
Any simple modifications, equivalents, and modifications made for any of the above embodiments still fall within the range of technical solution of the present invention protection
It is interior.
Claims (9)
1. a kind of adaptive multi-filament selects platform characterized by comprising
Multiple filaments, each filament correspond to different light emission luminance, and the multiple filament is disposed side by side in polylight;
Power supply unit is extend into the polylight, for providing power input end from outside.
2. adaptive multi-filament as described in claim 1 selects platform, which is characterized in that the platform further include:
Brightness selects equipment, connect with the multiple filament, for selecting bright with the target when receiving target brightness value
Filament corresponding to the immediate light emission luminance of angle value numerical value carries out the target filament and the confession using as target filament
The connection operation of electric equipment.
3. adaptive multi-filament as claimed in claim 2 selects platform, which is characterized in that the platform further include:
CCD sensing equipment is arranged in the mounting base connecting with the polylight, for polylight radiation
Range carries out realtime graphic inductive operation, to obtain corresponding real-time sensed image, and exports the real-time sensed image.
4. adaptive multi-filament as claimed in claim 3 selects platform, which is characterized in that the platform further include:
Signal filtering equipment is arranged in the mounting base connecting with the polylight, connect with the CCD sensing equipment,
For receiving the real-time sensed image, signal filtering processing is executed to the real-time sensed image, to obtain and export correspondence
Content denoise image;
Range processing equipment is connect with the signal filtering equipment, for carrying out dynamic model to the content denoising image received
Promotion processing is enclosed, to obtain corresponding wide scope image;
Parameter analysis of electrochemical equipment is connect with the range processing equipment, for receiving the wide scope image, to the wide scope figure
Each target as in carries out Parameter analysis of electrochemical, every to obtain the depth of field and acquisition of each target in the wide scope image
The content complexity of one target;
DDR memory device, for depth of field weight and complexity weight to be stored in advance, with will be described in the starting of weight processing equipment
Depth of field weight and the complexity weight are sent to the weight processing equipment;
Weight processing equipment is connect with the Parameter analysis of electrochemical equipment and the DDR memory device respectively, for being directed to each mesh
Mark executes following movement: the inverse of the depth of field of target is answered the content of target with obtaining the first product with depth of field multiplied by weight
Miscellaneous degree, to obtain the second product, first product is obtained with second product addition described with complexity multiplied by weight
The weight factor of target;
Objective extraction equipment is connect with the weight processing equipment, for receiving each target in the wide scope image
Each weight factor, the target using weight factor more than limitation export each in the wide scope image as reference target
Each target subgraph where reference target difference;
Aspect ratio connect equipment with the Objective extraction equipment, for each of each target subgraph mesh
Mark subgraph carries out the identification of the character face based on facial characteristics, occupies image area to obtain in each target subgraph
The number of personage corresponding to maximum who object;
Data search device selects equipment and the aspect ratio to connect equipment with the brightness respectively, for being based on the spy
Personage's number that sign compares equipment output searches for corresponding target brightness value in figure database;
Wherein, the figure database is saved in the data search device internal memory, the figure database is with people
Object number is index, has recorded each personage and numbers corresponding target brightness value;
Wherein, the Objective extraction equipment includes that factor receives sub- equipment, the more sub- equipment of factor and the sub- equipment of image segmentation, institute
It states factor and receives sub- equipment for receiving each weight factor of each target in the wide scope image.
5. adaptive multi-filament as claimed in claim 4 selects platform, it is characterised in that:
The more sub- equipment of factor receives sub- equipment with the factor respectively and described image is divided sub- equipment and connect, it is described because
The more sub- equipment of number is used to weight factor be more than the target of limitation as reference target;
Wherein, described image divides sub- equipment for where dividing each reference target in the wide scope image respectively
Target subgraph.
6. adaptive multi-filament as claimed in claim 5 selects platform, it is characterised in that:
The signal filtering equipment includes gradient analysis unit and selective filter unit, and the gradient analysis unit is for receiving
Real-time sensed image obtains the gray value of each pixel in the real-time sensed image, determines the gray scale of each pixel
The gradient of all directions of value is to determine the real-time induction based on the gray value gradient of each pixel as gray value gradient
The corresponding scene complexity of image.
7. adaptive multi-filament as claimed in claim 6 selects platform, it is characterised in that:
The selective filter unit is connect with the gradient analysis unit, for being more than or equal in the scene complexity received
When default complexity threshold, determine that the image for carrying out average segmentation to the real-time sensed image is broken based on the scene complexity
Piece quantity, to obtain each images fragment.
8. adaptive multi-filament as claimed in claim 7 selects platform, it is characterised in that:
In the selective filter unit, the scene complexity is higher, carries out average segmentation to the real-time sensed image
Images fragment quantity is more.
9. adaptive multi-filament as claimed in claim 8 selects platform, it is characterised in that:
The selective filter unit is also used to execute the filtering based on images fragment noise amplitude respectively to each images fragment
For processing operation to obtain each filtering fragment, images fragment noise amplitude is smaller, operates to the filtering processing that images fragment executes
Intensity is smaller, and each filtering fragment is executed the concatenation of stitching portion smoothing processing to obtain content denoising image, Yi Jisuo
Selective filter equipment is stated to be also used to when the scene complexity received is less than default complexity threshold, to the real-time induction
Image full image executes filtering operation to obtain content denoising image.
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CN106295573A (en) * | 2016-08-12 | 2017-01-04 | 太仓市普利照明电器有限公司 | A kind of portable type recognition of face illuminator |
CN108388141A (en) * | 2018-03-21 | 2018-08-10 | 特斯联(北京)科技有限公司 | A kind of wisdom home control system and method based on recognition of face |
CN207921779U (en) * | 2018-02-26 | 2018-09-28 | 兴讯科技股份有限公司 | Light emitting diode filament module |
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CN1607885A (en) * | 2003-03-27 | 2005-04-20 | 颜永璋 | Four-electrode fluorescent lamp and the circuit for arranging the same |
CN102155630A (en) * | 2008-12-08 | 2011-08-17 | 苏州市世纪晶源电力科技有限公司 | Energy-saving type LED lamp |
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CN106295573A (en) * | 2016-08-12 | 2017-01-04 | 太仓市普利照明电器有限公司 | A kind of portable type recognition of face illuminator |
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Application publication date: 20191203 |