CN108008812B - A kind of lamp prosecutor method of intelligence atomization plant - Google Patents
A kind of lamp prosecutor method of intelligence atomization plant Download PDFInfo
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- CN108008812B CN108008812B CN201710927873.0A CN201710927873A CN108008812B CN 108008812 B CN108008812 B CN 108008812B CN 201710927873 A CN201710927873 A CN 201710927873A CN 108008812 B CN108008812 B CN 108008812B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/174—Facial expression recognition
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- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05B—ELECTRIC HEATING; ELECTRIC LIGHT SOURCES NOT OTHERWISE PROVIDED FOR; CIRCUIT ARRANGEMENTS FOR ELECTRIC LIGHT SOURCES, IN GENERAL
- H05B47/00—Circuit arrangements for operating light sources in general, i.e. where the type of light source is not relevant
- H05B47/10—Controlling the light source
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2203/00—Indexing scheme relating to G06F3/00 - G06F3/048
- G06F2203/01—Indexing scheme relating to G06F3/01
- G06F2203/011—Emotion or mood input determined on the basis of sensed human body parameters such as pulse, heart rate or beat, temperature of skin, facial expressions, iris, voice pitch, brain activity patterns
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- 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
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B20/00—Energy efficient lighting technologies, e.g. halogen lamps or gas discharge lamps
- Y02B20/40—Control techniques providing energy savings, e.g. smart controller or presence detection
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
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- General Physics & Mathematics (AREA)
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- General Health & Medical Sciences (AREA)
- Oral & Maxillofacial Surgery (AREA)
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Abstract
The present invention relates to a kind of lamp prosecutor method of intelligent atomization plant, the method includes using intelligent atomization plant lamp control platform to select the different background lights, platform to include as atomization plant according to the human body face expression type recognized：Volcano formula artificial hillock is arranged in spherical tank, atomizing nozzle is provided at the top of the formula artificial hillock of volcano, and the liquid level of the liquid to be atomized in spherical tank is less than the top of volcano formula artificial hillock；Spherical tank, for accommodating liquid to be atomized；Atomization plant is arranged in the formula artificial hillock of volcano, and one end is connected to the liquid to be atomized in spherical tank, and the other end is connected to the top of volcano formula artificial hillock；Power switchgear is arranged outside spherical tank, is connect with atomization plant, for controlling opening or closing for atomization plant with key mode；Liquid level detection device is arranged in spherical tank, the liquid level for detecting the liquid to be atomized in spherical tank.
Description
Technical field
The present invention relates to field of intelligent control more particularly to a kind of lamp prosecutor methods of intelligent atomization plant.
Background technology
Atomizer is broadly divided into domestic atomizer and industrial atomizer two types by purposes.
Ultrasonic ultrasonic delay line memory uses ultrasonic wave high frequency oscillation 1.7MHZ frequencies, makes water fogging as 1-5 microns of ultramicron,
Energy fresh air, improves health, builds comfortable environment.The advantages of ultrasonic ultrasonic delay line memory is that humidification intensity is big, and humidification is uniform,
Humidification efficiency is high；Energy saving, power saving, power consumption are only the 1/10 to 1/15 of electrothermal atomizer；Service life is long, humidity autobalance,
Anhydrous automatic protection；Have both the functions such as medical atomization, cold compress bath face, cleaning jewellery.
Direct evaporating atomizer is generally referred to as purified atomizer.Pure humidifying technology be then humidification field just
The new technology of use, pure atomizer remove the calcium ions and magnesium ions in water by molecular sieve evaporation technique, thoroughly solve " white powder " and ask
Topic.
Evaporation type atomizer is also electrothermal atomizer.Its operation principle is that water is heated to 100 degree in calandria,
Vapor is generated, is sent out steam with wind turbine.So electrical heating type atomizer is the simplest humidification method of technology, the disadvantage is that energy
It consumes larger, is unable to dry combustion method, safety coefficient is relatively low, is easy fouling on heater.
Existing atomization plant is generally integrated integrated light control device to be carried while atomization to build humidifying effect
For various bias lights, however, the bias light provided is all that fixed color or changing rule are unordered, it can not be according to place environment
The facial expression of people formulate adaptive background light, to cater to the psychology of people or build a kind of release of mood to people
Good environment.
Invention content
To solve the above-mentioned problems, the present invention provides a kind of lamp prosecutor methods of intelligent atomization plant, where solving
The facial expression of the people of environment is difficult to the bottleneck accurately identified.
The present invention at least has important inventive point at following two：
(1) by the complexity of scene where obtaining target, to determine that the feature extraction in moving object identification model is hidden
Number containing layer, to while avoiding excessively high computational complexity, ensure that the recognition effect of moving object type；
(2) by the determination of the direction of motion and real time position to moving object in the visual field, realize multiple cameras to fortune
Animal body is continuously tracked, and keeps moving object that can not flee from camera view range, improves the figure acquired to moving object
The validity of picture.
According to an aspect of the present invention, a kind of lamp prosecutor method of intelligent atomization plant is provided, the method includes making
With intelligent atomization plant lamp control platform to select the different back ofs the body as atomization plant according to the human body face expression type recognized
Scape light, the intelligence atomization plant lamp control platform include：
Volcano formula artificial hillock is arranged in spherical tank, is provided with atomizing nozzle at the top of the formula artificial hillock of volcano, in spherical tank
The liquid level of liquid to be atomized is less than the top of volcano formula artificial hillock；
Spherical tank, for accommodating liquid to be atomized；
Atomization plant is arranged in the formula artificial hillock of volcano, and one end is connected to the liquid to be atomized in spherical tank, and the other end connects
It is connected to the top of volcano formula artificial hillock；
Power switchgear is arranged outside spherical tank, is connect with atomization plant, for being set with key mode control atomization
Standby opens or closes；
Liquid level detection device is arranged in spherical tank, the liquid level for detecting the liquid to be atomized in spherical tank；
Camera array is arranged in a manner of being spacedly distributed on the metal monitoring body of rod, including main camera and more
It is a from camera, the field range of main camera is multiple 2 times from camera view range, each camera has work
Operation mode and battery saving mode both of which, under default conditions, main camera is in operating mode and is work camera, Ge Gecong
Camera is in battery saving mode, and in operating mode, each camera carries out data capture to obtain to the scene in its visual field
Successive image frame is obtained and exports, in battery saving mode, each camera stops catching the scene progress data in its visual field
It obtains；When wherein main camera detection its obtain picture frame include moving object when, based on the tandem of time shaft to it
The picture frame of capture carries out the analysis of the direction of motion of moving object, to determine the current kinetic direction of moving object；Pattern is selected
Equipment is selected in the slave camera that will be selected after battery saving mode is switched to operating mode, using the slave camera that selects as next
The direction of motion that a work camera continues to detect the moving object in the picture frame of its acquisition is taken the photograph for next one work
As the selection of head；Metal monitors the body of rod and is arranged on spherical tank；
The camera array further includes mode selection device, is connect with main camera, in one demifacet of moving object
Product is when deflecting away from main camera view and receiving current kinetic direction, based on each from the opposite position of camera and main camera
Set select it is adjacent from camera using as next work camera on the current kinetic direction of main camera, by selection
It is switched to operating mode from camera from battery saving mode；All inoperative cameras in camera array all remain power saving mould
Formula.
Description of the drawings
Embodiment of the present invention is described below with reference to attached drawing, wherein：
Fig. 1 is the structural schematic diagram according to the intelligent atomization plant lamp control platform shown in embodiment of the present invention.
Fig. 2 is the structure according to the camera array of the intelligent atomization plant lamp control platform shown in embodiment of the present invention
Schematic diagram.
Specific implementation mode
The embodiment of the intelligent atomization plant lamp control platform of the present invention is described in detail below with reference to accompanying drawings.
In order to overcome above-mentioned deficiency, the present invention to build a kind of lamp prosecutor method of intelligent atomization plant, the method packet
It includes different to be selected as atomization plant according to the human body face expression type recognized using intelligent atomization plant lamp control platform
Background light, to provide the bias light that can cater to neighbouring people's mood.
Fig. 1 is the structural schematic diagram according to the intelligent atomization plant lamp control platform shown in embodiment of the present invention, described
Platform includes：
Volcano formula artificial hillock is arranged in spherical tank, is provided with atomizing nozzle at the top of the formula artificial hillock of volcano, in spherical tank
The liquid level of liquid to be atomized is less than the top of volcano formula artificial hillock；
Spherical tank, for accommodating liquid to be atomized；
Atomization plant is arranged in the formula artificial hillock of volcano, and one end is connected to the liquid to be atomized in spherical tank, and the other end connects
It is connected to the top of volcano formula artificial hillock；
Power switchgear is arranged outside spherical tank, is connect with atomization plant, for being set with key mode control atomization
Standby opens or closes；
Liquid level detection device is arranged in spherical tank, the liquid level for detecting the liquid to be atomized in spherical tank；
As shown in Fig. 2, camera array, is arranged on the metal monitoring body of rod, including a master in a manner of being spacedly distributed
Camera and multiple from camera, the field range of main camera are multiple 2 times from camera view range, each camera shooting
Head all has operating mode and battery saving mode both of which, and under default conditions, main camera is in operating mode and is taken the photograph for work
Each to be in battery saving mode from camera as head, in operating mode, each camera is to the scene in its visual field into line number
According to capture to obtain and export successive image frame, in battery saving mode, each camera stops to the scene in its visual field
Carry out data capture；When wherein main camera detection its obtain picture frame include moving object when, before time shaft
The picture frame that sequence captures it afterwards carries out the analysis of the direction of motion of moving object, to determine the current kinetic side of moving object
To；Mode selection device in the slave camera that will be selected after battery saving mode is switched to operating mode, with selection from camera shooting
Head continues to detect the direction of motion of the moving object in the picture frame that it is obtained under again as next work camera
The selection of one work camera；Metal monitors the body of rod and is arranged on spherical tank；
The camera array further includes mode selection device, is connect with main camera, in one demifacet of moving object
Product is when deflecting away from main camera view and receiving current kinetic direction, based on each from the opposite position of camera and main camera
Set select it is adjacent from camera using as next work camera on the current kinetic direction of main camera, by selection
It is switched to operating mode from camera from battery saving mode；All inoperative cameras in camera array all remain power saving mould
Formula.
Then, continue that the concrete structure of the intelligent atomization plant lamp control platform of the present invention is further detailed.
Can also include in the intelligence atomization plant lamp control platform：
Content analysis apparatus, the picture frame for receiving the output of each camera, to the figure of each camera output
As frame carries out noise type detection to determine the corresponding noise type quantity of picture frame of each camera output, by noise class
The picture frame of type minimum number is as pending image.
Multiple target scene images are carried out gray processing processing to obtain multiple gray processing scenes by data processing equipment respectively
Image multiple gray processing scene images of acquisition is normalized respectively to obtain multiple normalization figures of identical size
Picture will be in multiple normalized images using a part of normalized image in multiple normalized images as multiple training images
Remaining normalized image is as multiple test images；
Model creation equipment is created moving object identification model using multiple training images, is surveyed using multiple test images
Test run animal body identification model, moving object identification model include that an input layer, multiple feature extraction hidden layers and one are defeated
Go out layer, input layer inputs multiple training images, and output layer exports moving object type, and the complexity based on scene where human body is true
Determine the number of feature extraction hidden layer, complexity is higher, and the number of feature extraction hidden layer is more；
Type identification equipment, using pending image as input, uses model creation equipment for receiving pending image
The moving object identification model tested is to obtain the facial expression type in pending image；
Light control device is connect with type identification equipment, for based on the controlled lamp hair of facial expression Type Control received
Go out light color corresponding with the facial expression type received.
In the intelligence atomization plant lamp control platform：Multiple target scene images are to scene different moments where human body
All there is various types facial expression in multiple target scene images in the multiple images that different angle is shot in advance.
In the intelligence atomization plant lamp control platform：Multiple feature extraction hidden layers are for establishing from input picture to face
The non-linear mapping of portion's expression type.
Can also include in the intelligence atomization plant lamp control platform：Audio alert equipment is arranged in spherical tank,
It is connect with liquid level detection device, the top of volcano formula artificial hillock is optionally greater than for the liquid level of the liquid to be atomized in spherical tank
When, send out the first audio alert signal.
In the intelligence atomization plant lamp control platform：The audio alert equipment is additionally operable to wait for mist in spherical tank
When changing the liquid level of liquid less than default level threshold, the second audio alert signal is sent out.
In addition, can also include in the intelligence atomization plant lamp control platform：Frequency duplex communications equipment is arranged in ball
It outside shape tank body, is connect with liquid level detection device, the liquid level for transmitting wirelessly the liquid to be atomized in spherical tank.Frequency division duplex
The characteristics of communicating fdd mode is on two symmetrical frequency channels of separation (uplink and downlink frequency interval 190MHz), and system carries out
It receives and transmits, reception and transmission channel are detached with protection frequency range.Using technologies such as packet switch, the bottle of two generations development can be broken through
Neck realizes high-speed data service, and the availability of frequency spectrum can be improved, and increases power system capacity.But FDD must use pairs of frequency,
Third generation business is provided i.e. in the bandwidth of every 2x5MHz.Which can make full use of uplink and downlink when supporting symmetrical service
Frequency spectrum, but when asymmetrical packet switch (internet) works, the availability of frequency spectrum then substantially reduce (due to low ascending load,
The availability of frequency spectrum is caused to reduce about 40%), in this regard, the advantage that tdd mode has FDD incomparable.
Intelligence atomization plant lamp control platform using the present invention, can not for atomization plant bias light in the prior art
Live people's Environmental Technology problem is catered to, by the tracking to neighbouring moving object, obtains the corresponding pending figure of surrounding people
Picture, using pending image as input, the moving object identification model tested using model creation equipment is pending to obtain
Facial expression type in image also uses light control device, for based on the controlled lamp hair of facial expression Type Control received
Go out light color corresponding with the facial expression type received.
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, every content without departing from technical solution of the present invention is 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 (1)
1. a kind of lamp prosecutor method of intelligence atomization plant, the method includes using intelligent atomization plant lamp control platform with root
It is that atomization plant selects different background lights according to the human body face expression type recognized, which is characterized in that the intelligence
Atomization plant lamp control platform includes：
Volcano formula artificial hillock is arranged in spherical tank, is provided with atomizing nozzle at the top of the formula artificial hillock of volcano, mist is waited in spherical tank
The liquid level for changing liquid is less than the top of volcano formula artificial hillock；
Spherical tank, for accommodating liquid to be atomized；
Atomization plant is arranged in the formula artificial hillock of volcano, and one end is connected to the liquid to be atomized in spherical tank, and the other end is connected to
The top of volcano formula artificial hillock；
Power switchgear is arranged outside spherical tank, is connect with atomization plant, for controlling atomization plant with key mode
It opens or closes；
Liquid level detection device is arranged in spherical tank, the liquid level for detecting the liquid to be atomized in spherical tank；
Camera array, be arranged in a manner of being spacedly distributed metal monitoring the body of rod on, including a main camera and it is multiple from
Camera, the field range of main camera are multiple 2 times from camera view range, each camera has Working mould
Formula and battery saving mode both of which, under default conditions, main camera is in operating mode and is work camera, each from camera shooting
Head is in battery saving mode, and in operating mode, each camera carries out data capture to obtain simultaneously to the scene in its visual field
Successive image frame is exported, in battery saving mode, each camera stops carrying out data capture to the scene in its visual field；When
When its picture frame obtained of wherein main camera detection includes moving object, what the tandem based on time shaft captured it
Picture frame carries out the analysis of the direction of motion of moving object, to determine the current kinetic direction of moving object；Mode selection device
In the slave camera that will be selected after battery saving mode is switched to operating mode, using the slave camera that selects as next work
Camera continues to detect the direction of motion of the moving object in the picture frame of its acquisition for next one work camera
Selection；Metal monitors the body of rod and is arranged on spherical tank；
The camera array further includes mode selection device, is connect with main camera, for inclined in one semi-area of moving object
When going out main camera view and receiving current kinetic direction, selected from the relative position of camera and main camera based on each
Select it is adjacent from camera using as next work camera on the current kinetic direction of main camera, by selection from taking the photograph
As head is switched to operating mode from battery saving mode；All inoperative cameras in camera array all remain battery saving mode；
Content analysis apparatus, the picture frame for receiving the output of each camera, to the picture frame of each camera output
Noise type detection is carried out to determine the corresponding noise type quantity of picture frame of each camera output, by noise type number
Minimum picture frame is measured as pending image；
Multiple target scene images are carried out gray processing processing to obtain multiple gray processing scene graph by data processing equipment respectively
Picture multiple gray processing scene images of acquisition is normalized respectively to obtain multiple normalization figures of identical size
Picture will be in multiple normalized images using a part of normalized image in multiple normalized images as multiple training images
Remaining normalized image is as multiple test images；
Model creation equipment creates moving object identification model using multiple training images, is tested and is transported using multiple test images
Animal body identification model, moving object identification model include an input layer, multiple feature extraction hidden layers and an output layer,
Input layer inputs multiple training images, and output layer exports moving object type, and spy is determined based on the complexity of scene where human body
The number of sign extraction hidden layer, complexity is higher, and the number of feature extraction hidden layer is more；
Type identification equipment, using pending image as input, is tested for receiving pending image using model creation equipment
Complete moving object identification model is to obtain the facial expression type in pending image；
Light control device is connect with type identification equipment, for sent out based on the controlled lamp of facial expression Type Control received with
The corresponding light color of facial expression type received；
Multiple target scene images are the multiple images shot in advance to scene different moments different angle where human body, multiple
All there is various types facial expression in target scene image；
Multiple feature extraction hidden layers are used to establish the non-linear mapping from input picture to facial expression type；
Wherein, the platform further includes frequency duplex communications equipment, is arranged outside spherical tank, is connect with liquid level detection device,
The characteristics of liquid level for transmitting wirelessly the liquid to be atomized in spherical tank, the frequency duplex communications is at two of separation
It is received and is transmitted on symmetrical frequency channel, reception and transmission channel are detached with protection frequency range.
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| CN201710927873.0A CN108008812B (en) | 2017-10-09 | 2017-10-09 | A kind of lamp prosecutor method of intelligence atomization plant |
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Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102497707A (en) * | 2011-12-28 | 2012-06-13 | 深圳市时光情景照明有限公司 | Shop lighting control system and control method |
| CN203385128U (en) * | 2013-07-09 | 2014-01-08 | 杭州安致文化创意有限公司 | Multi-functional glass humidifier |
| CN104540290A (en) * | 2014-12-30 | 2015-04-22 | 广州视声电子科技有限公司 | Control method for intelligent table lamp and intelligent table lamp |
| CN106210613A (en) * | 2015-04-30 | 2016-12-07 | 中兴通讯股份有限公司 | A kind of video frequency monitoring method, Apparatus and system |
-
2017
- 2017-10-09 CN CN201710927873.0A patent/CN108008812B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102497707A (en) * | 2011-12-28 | 2012-06-13 | 深圳市时光情景照明有限公司 | Shop lighting control system and control method |
| CN203385128U (en) * | 2013-07-09 | 2014-01-08 | 杭州安致文化创意有限公司 | Multi-functional glass humidifier |
| CN104540290A (en) * | 2014-12-30 | 2015-04-22 | 广州视声电子科技有限公司 | Control method for intelligent table lamp and intelligent table lamp |
| CN106210613A (en) * | 2015-04-30 | 2016-12-07 | 中兴通讯股份有限公司 | A kind of video frequency monitoring method, Apparatus and system |
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Effective date of registration: 20200103 Address after: Room 604, building 41, Zhongxin garden, 147 Zhongxin Third Ring Road, Luocheng Town, Hui'an County, Quanzhou City, Fujian Province Patentee after: Tang Ae Address before: 362000 Xu Xu 151, Xu CuO village, Hou Long Town, Quangang District, Quanzhou, Fujian Patentee before: Zhang Sanmei |
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Effective date of registration: 20200707 Address after: 362000 Xu Xu 151, Xu CuO village, Hou Long Town, Quangang District, Quanzhou, Fujian Patentee after: Zhang Sanmei Address before: Room 604, building 41, Zhongxin garden, 147 Zhongxin Third Ring Road, Luocheng Town, Hui'an County, Quanzhou City, Fujian Province Patentee before: Tang Ae |